2025-06-16T17:43:56Z

Manuel.grana: /* 2025 */

[[media:Revistas-GIC-1984-2009.bib.zip|bib de revistas hasta 2009]]
==submitidos sin decision==

==aceptados ==
; Juan Pablo Chart-Pascual, Guillermo Cano-Escalera, Manuel Graña, Iñaki Zorrilla, Purificacion Lopez-Peña, Carmen Martin Requena , Andrea Flores Ceballos, Irene Perez Landaluce , Haritz Urcola , Miguel Angel Alvarez-Mon, Hilary P Blumberg, Joaquim Radua, Ana Gonzalez-Pinto
:Retinal Thickness: A window into cognitive impairment in bipolar disorder [https://www.sciencedirect.com/science/article/pii/S2950285325000043]
: Spanish Journal of Psychiatry and Mental Health
:https://doi.org/10.1016/j.sjpmh.2025.01.001

== online first==

== 2025 ==

;Ana Paula Aravena-Cifuentes, J. David Nuñez-Gonzalez
:A heuristic dataset reduction for green computing of photovoltaic power generation prediction
: Nat Comput (2025).
: https://doi.org/10.1007/s11047-025-10029-6

;María Irigoyen-Otiñano, Vicent Llorca-Bofí, Purificación López-Pena, Andrea Gabilondo Cuéllar, Guillermo Cano Escalera, Raquel Roca, Iñaki Zorrilla, Ana González-Pinto,
:Effectiveness of a 12-month telemedicine-based follow-up in reducing suicide reattempts: A multicentre non-randomized controlled study,
:The European Journal of Psychiatry, Volume 39, Issue 3, 2025, 100311, [https://www.sciencedirect.com/science/article/pii/S0213616325000229]
:https://doi.org/10.1016/j.ejpsy.2025.100311.

;Lucia Porlan Ferrando, Jose David Nuñez Gonzalez *, Alain Ulazia, Nahia Martinez Iturricastillo, John Vincent Ringwood
: Maximum Individual Wave Height Prediction using different machine learning techniques from data collected from a buoy located in Bilbao (Bay of Viscay)
: J. Mar. Sci. Eng. 2025, 13(4), 625;
: https://doi.org/10.3390/jmse13040625

;Miquel Bioque, Vicent Llorca-Bofí, Karina S MacDowell, Sílvia Amoretti, Gisela Mezquida, Manuel J Cuesta, Covadonga M Diaz-Caneja, Ángela Ibáñez, Rafael Segarra, Ana González-Pinto, Alexandra Roldán, Pilar A Sáiz, Anna Mané, Antonio Lobo, Albert Martínez-Pinteño, Guillermo Cano-Escalera, Esther Berrocoso, Miquel Bernardo, 2EPs Group,
:Impact of Relapse in BDNF Receptors Expression in Patients With a First Episode of Schizophrenia,
: Schizophrenia Bulletin, 2025;, sbaf012,
: https://doi.org/10.1093/schbul/sbaf012

;Alex-González Segura, Llucia Prohens, Laura Julià, Silvia Amoretti, Maria RIbero, Laura Pino-Camacho, Guillermo Cano-Escalera, Anna Mane, Roberto Rodriguez-Jimenez, Alexandra Roldan, Salvador Sarró, Angela Ibañez, Judith Usall, Antonio Lobo, Clemente Garcia-Rizo, Manuel Jesus Cuesta, Mara Parellada, Ana González-Pinto, Esther Berrocoso, Miquel Bernardo, Sergi Mas, Natalia Rodríguez, Anaid Perez-Ramos, Sergi Salmeron, Javier González-Peñas, Xaquín Gurriarán, Adriana Farré, Esther Pousa, Iñaki Zorrilla, Lorea Mar-Barrutia, Amira Trabsa, Laura Martinez, Ángeles Sánchez-Cabezudo, Estela Jiménez-López, Edith Pomarol-Clotet, Raymond Salvador, Anna Butjosa, Rubio-Abadal Elena, Lucía Moreno-Izco, Ana M. Sánchez Torres, Jeronimo Saiz, Leticia León-Quismondo, Olga Rivero, Leticia González-Blanco, Concepción De-la-Cámara,
:Methylation profile scores of environmental exposures and risk of relapse after a first episode of schizophrenia,
: European Neuropsychopharmacology, Volume 94, 2025, Pages 4-15,

: https://doi.org/10.1016/j.euroneuro.2025.02.003.
: (https://www.sciencedirect.com/science/article/pii/S0924977X25000264)

== 2024 ==

;[58] Asier Garmendia-Orbegozo, Miguel Angel Anton Gonzalez, J. David Nuñez-Gonzalez
: Reduction of Vision-Based Models for Fall Detection
: Sensors 2024, 24(22), 7256;
: https://doi.org/10.3390/s24227256
: Journal Rank: JCR - Q2 (Chemistry, Analytical) / CiteScore - Q1 (Instrumentation)

; [57] Manuel Graña, Goizalde Badiola-Zabala, Guillermo Cano-Escalera
: Comment on Uzun Ozsahin et al. COVID-19 Prediction Using Black-Box Based Pearson Correlation Approach. Diagnostics 2023, 13, 1264
: Diagnostics 2024, 14(22), 2528; https://doi.org/10.3390/diagnostics14222528
: Submission received: 9 October 2023 / Accepted: 28 October 2024 / Published: 12 November 2024
: Journal Rank: JCR - Q1 (Medicine, General and Internal) / CiteScore - Q2 (Internal Medicine)

; [56] Eloy Irigoyen, Mikel Larrea, Manuel Graña
: A Narrative Review of Haptic Technologies and Their Value for Training, Rehabilitation, and the Education of Persons with Special Needs
: Sensors 2024, 24(21), 6946; [https://www.mdpi.com/1424-8220/24/21/6946]
: https://doi.org/10.3390/s24216946
: Journal Rank: JCR - Q2 (Chemistry, Analytical) / CiteScore - Q1 (Instrumentation)

;[55]JULIAN ESTEVEZ,JOSE MANUEL LOPEZ-GUEDE,JAVIER DEL VALLE-ECHAVARRI,MANUEL GRAÑA
: Reinforcement learning based trajectory planning for multi-UAV load transportation
: IEEE Access 12:144009-144016 [https://ieeexplore.ieee.org/document/10699338]
: Digital Object Identifier: 10.1109/ACCESS.2024.3470509

; [54] Josu Maiora, Chloe Rezola-Pardo, Guillermo García, Begoña Sanz, Manuel Graña
: Older Adult Fall Risk Prediction with Deep Learning and Timed Up and Go (TUG) Test Data
: Bioengineering 2024, 11(10), 1000
: https://doi.org/10.3390/bioengineering11101000
: Journal Rank: JCR - Q2 (Engineering, Biomedical)

;[53]Daniel Caballero-Martin, Jose Manuel Lopez-Guede *, Julian Estevez, Manuel Graña
: Artificial Intelligence Applied To Drone Control:A State-Of-The-Art
: Drones 2024, 8(7), 296
: https://doi.org/10.3390/drones8070296

; [52]Jon Kerexeta-Sarriegi, Teresa García-Navarro, Maria Rollan, Nekane Larburu, Moises Espejo, Andoni Beristain, Manuel Graña
: Analysing Disease Trajectories in a Cohort of 71,849 Patients: A Visual Analytics and Statistical Approach
: International Journal of Medical Informatics, Volume 188, August 2024, 105466
: DOI https://doi.org/10.1016/j.ijmedinf.2024.105466
: JCR IF 4.9

;[51]Julian Estevez, Endika Nuñez, Jose Manuel Lopez-Guede, Gorka Garate
:A low-cost vision system for online reciprocal collision avoidance with UAVs
: Aerospace Science and Technology 7 May 2024, 109190
: https://doi.org/10.1016/j.ast.2024.109190

; [50] Goizalde Badiola-Zabala, Jose Manuel Lopez-Guede, Julian Estevez, Manuel Graña
: Machine Learning First Response to COVID-19: A Systematic Literature Review of Clinical Decision Assistance Approaches during Pandemic Years from 2020 to 2022
: Electronics 2024, 13(6), 1005;
: https://www.mdpi.com/2079-9292/13/6/1005
: https://doi.org/10.3390/electronics13061005
: Journal Rank: JCR - Q2(Electrical and Electronic Engineering) CiteScore - Q2 (Electrical and Electronic Engineering)

; [49] Asier Garmendia-Orbegozo, J. David Nuñez-Gonzalez, Miguel Angel Anton
:Task Offloading in Edge Computing using GNNs and DQN
: CMES-Computer Modeling in Engineering & Sciences
: https://doi.org/10.32604/cmes.2024.045912
: IF 2.4 - Q2

; [48] Julian Estevez, Gorka Garate, Jose Manuel Lopez-Guede and Mikel Larrea
:Review of Aerial Transportation of Suspended-Cable Payloads with Quadrotors
: Drones 2024, 8(2), 35
:https://doi.org/10.3390/drones8020035
:Journal Rank: JCR - Q2 (Remote Sensing) / CiteScore - Q1 (Aerospace Engineering)

; [47] Borja Fernandez-Gauna, Manuel Graña
:Simion Zoo : A training Workbench for Reinforcement Learning allowing Distributed Experimentation
: Neurocomputing Volume 568, 1 February 2024, 127030 [https://www.sciencedirect.com/science/article/pii/S0925231223011530]
: https://doi.org/10.1016/j.neucom.2023.127030

==2023 ==
;46 Ana Paula Aravena-Cifuentes, J. David Nuñez-Gonzalez, Andoni Elola, Malinka Ivanova
:Development of AI-Based Tools for Power Generation Prediction
:Computation 2023, 11(11), 232
:https://doi.org/10.3390/computation11110232
: Journal Rank: CiteScore - Q2 (Applied Mathematics)

; 45 Inziarte-Hidalgo, I.; Uriarte, I.; Fernandez-Gamiz, U.; Sorrosal, G.; Zulueta, E.
: Robotic-Arm-Based Force Control in Neurosurgical Practice.
: Mathematics 2023, 11, 828.
: https://doi.org/10.3390/math11040828

; 44 Abucide-Armas, A.; Portal-Porras, K.; Fernandez-Gamiz, U.; Zulueta, E.; Teso-Fz-Betoño, A.
: Convolutional Neural Network Predictions for Unsteady Reynolds-Averaged Navier–Stokes-Based Numerical Simulations.
: J. Mar. Sci. Eng. 2023, 11, 239.
: https://doi.org/10.3390/jmse11020239

; 43 Sergio A. Chillón, Unai Fernandez-Gamiz, Ekaitz Zulueta, Ainara Ugarte-Anero, Oskar Urbina-Garcia
:Numerical modeling of a sneeze, a cough and a continuum speech inside a hospital lift

:DOI:https://doi.org/10.1016/j.heliyon.2023.e13370

;42 Teso-Fz-Betoño, A.; Zulueta, E.; Cabezas-Olivenza, M.; Fernandez-Gamiz, U.; Botana-M-Ibarreta, C.
: Modification of Learning Ratio and Drop-Out for Stochastic Gradient Descendant Algorithm.
: Mathematics 2023, 11, 1183.
: https://doi.org/10.3390/math11051183

; 41 Sanchez-Chica, A.; Ugartemendia-Telleria, B.; Zulueta, E.; Fernandez-Gamiz, U.; Gomez-Hidalgo, J.M.
:A New Loss Function for Simultaneous Object Localization and Classification.
:Mathematics 2023, 11, 1205.
:https://doi.org/10.3390/math11051205

;40 Koldo Portal-Porras, Unai Fernandez-Gamiz, Ekaitz Zulueta, Oscar Irigaray, Roberto Garcia-Fernandez,
:Hybrid LSTM+CNN architecture for unsteady flow prediction,
: Materials Today Communications, Volume 35, 2023, 106281,
:https://doi.org/10.1016/j.mtcomm.2023.106281.

; 39 Jaime-Barquero, E.; Bekaert, E.; Olarte, J.; Zulueta, E.; Lopez-Guede, J.M.
: Artificial Intelligence Opportunities to Diagnose Degradation Modes for Safety Operation in Lithium Batteries.
: Batteries 2023, 9, 388.
: https://doi.org/10.3390/batteries9070388

; 38 Azurmendi I, Zulueta E, Lopez-Guede JM, Azkarate J, González M.
: Cooktop Sensing Based on a YOLO Object Detection Algorithm.
: Sensors. 2023; 23(5):2780.
: https://doi.org/10.3390/s23052780

; 37 Dara, O.A.; Lopez-Guede, J.M.; Raheem, H.I.; Rahebi, J.; Zulueta, E.; Fernandez-Gamiz, U.
:Alzheimer’s Disease Diagnosis Using Machine Learning: A Survey.
: Appl. Sci. 2023, 13, 8298.
: https://doi.org/10.3390/app13148298

;36 Koldo Portal-Porras, Unai Fernandez-Gamiz, Ekaitz Zulueta, Roberto Garcia-Fernandez & Oscar Irigaray (2023)
:Parametric study of vortex generators on a fin-and-tube heat exchanger,
:Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 45:4, 10051-10072,
: DOI: 10.1080/15567036.2023.2242809

; 35 Manuel Graña, Igone Morais-Quilez
: A review of Graph Neural Networks for Electroencephalography data analysis
: Neurocomputing Volume 562, 28 December 2023, 126901 [https://www.sciencedirect.com/science/article/abs/pii/S092523122301024X]
: https://doi.org/10.1016/j.neucom.2023.126901

; 34 A Garmendia-Orbegozo, JD Nuñez-Gonzalez, MA Anton
: SLRProp: A Back-Propagation Variant of Sparse Low Rank Method for DNNs Reduction
: Sensors 23 (5), 2718
: https://doi.org/10.3390/s23052718

;34 Borja Fernandez-Gauna; Naiara Rojo; Manuel Graña
:Automatic Feedback and Assessment of Team-Coding Assignments in a DevOps Context
:International Journal of Educational Technology in Higher Education 20, Article number: 17 (2023)[https://educationaltechnologyjournal.springeropen.com/articles/10.1186/s41239-023-00386-6]
: JCR 2021 7.611, Q1 EDUCATION & EDUCATIONAL RESEARCH
: DOI https://doi.org/10.1186/s41239-023-00386-6

;33 J.M. Górriz, I. Álvarez-Illán, A. Álvarez-Marquina, J.E. Arco, M. Atzmueller, F. Ballarini, E. Barakova, G. Bologna, P. Bonomini, G. Castellanos-Dominguez, D. Castillo-Barnes, S.B. Cho, R. Contreras, J.M. Cuadra, E. Domínguez, F. Domínguez-Mateos, R.J. Duro, D. Elizondo, A. Fernández-Caballero, E. Fernandez-Jover, M.A. Formoso, N.J. Gallego-Molina, J. Gamazo, J. García González, J. Garcia-Rodriguez, C. Garre, J. Garrigós, A. Gómez-Rodellar, P. Gómez-Vilda, M. Graña, B. Guerrero-Rodriguez, S.C.F. Hendrikse, C. Jimenez-Mesa, M. Jodra-Chuan, V. Julian, G. Kotz, K. Kutt, M. Leming, J. de Lope, B. Macas, V. Marrero-Aguiar, J.J. Martinez, F.J. Martinez-Murcia, R. Martínez-Tomás, J. Mekyska, G.J. Nalepa, P. Novais, D. Orellana, A. Ortiz, D. Palacios-Alonso, J. Palma, A. Pereira, P. Pinacho-Davidson, M.A. Pinninghoff, M. Ponticorvo, A. Psarrou, J. Ramírez, M. Rincón, V. Rodellar-Biarge, I. Rodríguez-Rodríguez, P.H.M.P. Roelofsma, J. Santos, D. Salas-Gonzalez, P. Salcedo-Lagos, F. Segovia, A. Shoeibi, M. Silva, D. Simic, J. Suckling, J. Treur, A. Tsanas, R. Varela, S.H. Wang, W. Wang, Y.D. Zhang, H. Zhu, Z. Zhu, J.M. Ferrández-Vicente,
:Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends,
:Information Fusion, Volume 100, 2023, 101945,
:IF 18.600 (Q1 CSAI, Q1 CSTM)
: https://doi.org/10.1016/j.inffus.2023.101945

; 32 Daniel Teso-Fz-Betoño, Ekaitz Zulueta, Ander Sanchez-Chica, Unai Fernandez-Gamiz, Adrian Teso-Fz-Betoño, Jose Manuel Lopez-Guede
:Neural architecture search for the estimation of relative positioning of the autonomous mobile robot
:Logic Journal of the IGPL, Volume 31, Issue 4, August 2023, Pages 634–647,
: https://doi.org/10.1093/jigpal/jzac030

; 31 Marina Aguilar-Moreno, Manuel Graña
:On registration methods for SLAM with low resolution LiDAR sensor
:Logic Journal of the IGPL, Volume 31, Issue 4, August 2023, Pages 751–761,
: https://doi.org/10.1093/jigpal/jzac037 Published: 16 February 2022

; 30 Ricardo Munoz-Cancino, Sebastián A. Ríos, and Manuel Graña
:Clustering cities over features extracted from multiple virtual sensors measuring micro level activity patterns allows to discriminate large-scale city characteristics
: Sensors 2023, 23(11), 5165 [https://www.mdpi.com/1424-8220/23/11/5165]
: https://doi.org/10.3390/s23115165
: Journal Rank: JCR - Q2 (Instruments & Instrumentation) / CiteScore - Q1 (Instrumentation)

;29 Guillermo Cano-Escalera, Manuel Graña, Jon Irazusta, Idoia Labayen, Ana González-Pinto, Ariadna Besga
:MORTALITY RISKS IN FRAIL and PRE-FRAIL OLDER ADULTS ADMITTED TO HOSPITAL AFTER TWO YEARS
: Journal of Clinical Medicine 2023, 12(9), 3103;
: https://www.mdpi.com/2077-0383/12/9/3103
: JCR 4.964 JCR - (Q2 (Medicine, General & Internal) / CiteScore - Q1 (General Medicine))

;28 Garmendia-Orbegozo, A.; Nuñez-Gonzalez, J.D.; Anton, M.A.
: SLRProp: A Back-Propagation Variant of Sparse Low Rank Method for DNNs Reduction.
: Sensors 2023, 23, 2718. https://doi.org/10.3390/s23052718

;27- Ricardo Munoz-Cancino, Cristian Bravo, Sebastian A. Rıos, Manuel Grana
:On the dynamics of credit history and social interaction features, and their impact on creditworthiness assessment performance
: Expert Systems with Applications Volume 218, 15 May 2023, 119599
: https://doi.org/10.1016/j.eswa.2023.119599
: JCR 8.665 en 2022, Q1 en CSAI

;26- Jon Kerexeta *, Nekane Larburu, Vanessa Escolar, Ainara Lozano, Iván Macía-Oliver, Andoni Beristain, Manuel Graña
:Prediction and Analysis of Heart Failure Decompensation Events Based on Telemonitored Data and Artificial Intelligence Methods
: Journal of Cardiovascular Development and Disease Dis. 2023, 10(2), 48; [https://www.mdpi.com/2308-3425/10/2/48]
:https://doi.org/10.3390/jcdd10020048
: JCR 4.415 (Q2 Cardiac & Cardiovascular Systems)

;25- Javier de Lope, Manuel Graña
:An Ongoing Review of Speech Emotion Recognition
:Neurocomputing Volume 528, 1 April 2023, Pages 1-11
:https://doi.org/10.1016/j.neucom.2023.01.002

;24- Ricardo Munoz-Cancino, Cristian Bravo, Sebastian A. Rıos, Manuel Grana
:On the combination of graph data for assessing thin-file borrowers’ creditworthiness
: Expert Systems with Applications Volume 213, Part A, 1 March 2023, 118809
: JCR 8.665 en 2022, Q1 en CSAI
: https://doi.org/10.1016/j.eswa.2022.118809

;23- Cabezas-Olivenza, M.; Zulueta, E.; Sanchez-Chica, A.; Fernandez-Gamiz, U.; Teso-Fz-Betoño, A.
:Stability Analysis for Autonomous Vehicle Navigation Trained over Deep Deterministic Policy Gradient.
:Mathematics 2023, 11(1), 132;
:https://doi.org/10.3390/math11010132.
:https://www.mdpi.com/2227-7390/11/1/132

;22- Jaime-Barquero, E.; Zhang, Y.; Drewett, N.; López-Aranguren, P.; Zulueta, E.; Bekaert, E.
:Spatially Offset Raman Spectroscopy for Characterization of a Solid-State System.
:Batteries 2023, 9(1), 20;
:https://doi.org/10.3390/batteries9010020.
:https://www.mdpi.com/2313-0105/9/1/20

==2022==

;22- Izaskun Santamaria, Xabier Larrucea, Borja Fernandez-Gauna
:Integrating privacy debt and VSE's software developments
:Journal Of Software-Evolution And Process 35(8), 2022
:DOI: 10.1002/smr.2437
:JCR (2022): 2 [Q3/T2/D6 SCIE-Computer Science, Software Engineering (62/108)]

;21- Zulueta, A.; Ispas-Gil, D.; Zulueta, E.; Garcia-Ortega, J.; Fernandez-Gamiz, U.
:Battery Sizing Optimization in Power Smoothing Applications.
:Energies 2022, 15(3), 729;
:https://doi.org/10.3390/en15030729.
:https://www.mdpi.com/1996-1073/15/3/729

;20- Teso-Fz-Betoño, A.; Zulueta, E.; Cabezas-Olivenza, M.; Teso-Fz-Betoño, D.; Fernandez-Gamiz, U.
:A Study of Learning Issues in Feedforward Neural Networks.
:Mathematics 2022, 10(17), 3206;
:https://doi.org/10.3390/math10173206.
:https://www.mdpi.com/2227-7390/10/17/3206

;19- Olarte, J.; Martinez de Ilarduya, J.; Zulueta, E.; Ferret, R.; Garcia-Ortega, J.; Lopez-Guede, J.
:Online Identification of VLRA Battery Model Parameters Using Electrochemical Impedance Spectroscopy.
:Batteries 2022, 8(11), 238;
:https://doi.org/10.3390/batteries8110238.
:https://www.mdpi.com/2313-0105/8/11/238

;18- Delgado, R., Núñez-González, J.D.
:Bayesian network-based over-sampling method (BOSME) with application to indirect cost-sensitive learning
:(2022) Scientific Reports, 12 (1), art. no. 8724, .
:DOI: 10.1038/s41598-022-12682-8
:Q2- IF 4.996 (2021)

;17- Garmendia-Orbegozo, A., Noye, S., Anton, M.A., Nunez-Gonzalez, J.D.
:Graph Based Learning for Building Prediction in Smart Cities
:(2022) IEEE Access, 10, pp. 45471-45484.
:DOI: 10.1109/ACCESS.2022.3169890
:Q2 - IF 3.476 (2021)

;15- Garmendia-Orbegozo, A., Núñez-Gonzalez, J.D., Antón, M.Á.
:Reviewing and Discussing Graph Reduction in Edge Computing Context
:(2022) Computation, 10 (9), art. no. 161, .
:DOI: 10.3390/computation10090161
:JCR- Emerging Sources Citation Index - Q2 - JCI 0,69 (2021)

;14- Pablo Cleveland, Sebastian A. Rios, Felipe Aguilera, Manuel Graña
: Neuro-semantic prediction of user decisions to contribute content to online social networks
: Neural Computing and Applications 34, pages 16717–16738 (2022) [https://link.springer.com/article/10.1007/s00521-022-07307-0]
: DOI 10.1007/s00521-022-07307-0

;13- Gorka Garate, Julian Estevez, Manuel Graña
: ADITU:A Mesh-free formulation for the solution of Helmholtz equation in bounded and unbounded domains
: SoftwareX, Volume 19, July 2022, 101111 [https://www.sciencedirect.com/science/article/pii/S2352711022000735]
: https://doi.org/10.1016/j.softx.2022.101111
: JCR 1.959 (2021)

;12- Javier de Lope, Manuel Graña
:Deep Transfer Learning-based Gaze Tracking for Behavioral Activity Recognition
:Neurocomputing Volume 500, 21 August 2022, Pages 518-527 [https://www.sciencedirect.com/science/article/pii/S0925231222006403]
: https://doi.org/10.1016/j.neucom.2021.06.100

;11- Javier de Lope, Manuel Graña
: A Hybrid TimeDistributed Deep Neural Architecture for Speech Emotion Recognition
: IJNS Volume No. 32, Issue No. 06, Article No. 2250024, Year 2022.
: https:///dx.doi.org/10.1142/S0129065722500241
: nota de prensa [https://www.upm.es/?id=09b6654250e83810VgnVCM10000009c7648a____&prefmt=articulo&fmt=detail]

;10- Julian Estevez, Jose Manuel Lopez-Guede, Gorka Garate, Manuel Graña
: Hybrid modeling of deformable linear objects for their cooperative transportation by teams of quadrotors
: Applied Sciences 2022, 12(10), 5253; [https://www.mdpi.com/2076-3417/12/10/5253]
:https://doi.org/10.3390/app12105253

;9- Garate, G., Harismendy, I., Echeverria-Altuna, O., & Estévez, J. (2022).
:A dynamic data driven application system for real-time simulation of resin transfer moulding processes.
:International Journal of Material Forming, 15(3), 1-11.

;8- Guillermo Cano-Escalera, Manuel Graña, Jon Irazusta, Idoia Labayen, Ariadna Besga
: Risk factors for prediction of delirium at hospital admittance
: Expert Systems (16 marzo 2021 aceptado) Volume39, Issue4, e12698
:http://doi.org/10.1111/exsy.12698
: JCR 2019 1.546

;7- Javier Barandiaran, Marcos Nieto, Andoni Cortes, Oihana Otaegui, Julian Florez and Manuel Graña
:Automated Annotation of Lane Markings Using LIDAR and Odometry [https://ieeexplore.ieee.org/document/9238418]
: IEEE Transactions on Intelligent Transportation Systems, 23, Issue: 4 : 3115-3125
: JCR 6.319, Q1 en EC, EEE, TST
: DOI 10.1109/TITS.2020.3031921

;6- Maria Isabel Carreño-Muñoz, Maria Carmen Medrano, Arnaldo Ferreira Gomes Da Silva, Christian Gestreau, Clément Menuet, Thomas Leinekugel, Maelys Bompart, Fabienne Martins, Enejda Subashi, Franck Aby, Andreas Frick, Marc Landry, Manuel Grana, and Xavier Leinekugel
: Detecting fine and elaborate movements with piezo sensors provides non-invasive access to overlooked behavioral components
: NEUROPSYCHOPHARMACOLOGY 47, pages 933–943 (2022) [https://www.nature.com/articles/s41386-021-01217-w]
: JCR (2020) 7.853 Q1 P&P, P

;5- Borja Fernandez-Gauna; manuel grana; Juan-Luis Osa-Amilibia; Xavier Larrucea
:Actor-Critic Continuous State Reinforcement Learning for Wind-Turbine Control Robust Optimization
: Information Sciences Volume 591, April 2022, Pages 365-380 [https://www.sciencedirect.com/science/article/pii/S0020025522000767]
: DOI 10.1016/j.ins.2022.01.047

;4- Carlos M Chiesa-Estomba (Corresponding Author), Manuel Graña (Co-author), Alfonso Medela (Co-author), Jon A Sistiaga-Suarez (Co-author), Jerome R Lechien (Co-author), Christian Calvo-Henriquez (Co-author), Miguel Mayo-Yáñez (Co-author), Luigi Angelo Vaira (Co-author), Alberto Grammatica (Co-author), Giovanni Cammaroto (Co-author), Tareck Ayad (Co-author), Johannes J Fagan (Co-author)
:Machine learning algorithms as a computer assisted decision tool for oral cancer prognosis and management decisions: A systematic review
: ORL, Journal for Oto-Rhino-Laryngology, Head and Neck Surgery, 2022
:https://doi.org/10.1159/000520672
: JCR 1.538

;3- Cano-Escalera, G.; Graña, M.; Irazusta, J.; Labayen, I.; Besga, A.
:Survival of Frail Elderly with Delirium.
:Int. J. Environ. Res. Public Health 2022, 19, 2247.
:https://doi.org/10.3390/ijerph19042247

;2- Leyre Torre-Tojal, Aitor Bastarrika, Ana Boyano, Jose Manuel Lopez-Guede, Manuel Graña
: Above-ground Biomass Estimation from LiDAR data using Random Forest algorithms
: Journal of Computational Science, Volume 58, February 2022, 101517
: https://doi.org/10.1016/j.jocs.2021.101517

;1- Fátima A Saiz *, Iñigo Barandiaran, Ander Arbelaiz, Manuel Graña
:Photometric Stereo-based Defect Detection System for Steel Components Manufacturing Using a Deep Segmentation Network
: Sensors 2022, 22(3), 882 [https://www.mdpi.com/1424-8220/22/3/882]
: DOI https://doi.org/10.3390/s22030882

==2021==

; M Graña et al.
:SPECIAL ISSSUE SOCO-CISIS 2018-IGPL
:Logic Journal of the IGPL Volume 29, Issue 6, December 2021, Pages 871–873 [https://academic.oup.com/jigpal/article/29/6/871/6423549?login=true]
:DOI: 10.1093/jigpal/jzaa040
:JCR 0.931, Q3 MA, Q4 M, Q1 L

;Jon Kerexeta Sarriegi, Andoni Beristain Iraola, Roberto Álvarez Sánchez, Manuel Graña, Kristin May Rebescher, Gorka Epelde, Louise Hopper, Joanne Carroll, Patrizia Gabriella Ianes, Barbara Gasperini, Francesco Pilla, Walter Mattei, Francesco Tessarolo, Despoina Petsani, Panagiotis D. Bamidis, Evdokimos I. Konstantinidis
:COLAEVA: Visual Analytics and Data Mining Web-Based Tool for Virtual Coaching of Older Adult Populations
: Sensors 2021, 21(23), 7991;
: https://doi.org/10.3390/s21237991

;Marcos Alonso *, Daniel Maestro, Alberto Izaguirre, Imanol Andonegui, Manuel Graña
:Depth Data Denoisisng in Optical Laser Based Sensors for Metal Sheet Flatness Measurement: A Deep Learning Approach
: Sensors 2021, 21(21), 7024; [https://www.mdpi.com/1424-8220/21/21/7024]
: https://doi.org/10.3390/s21217024

;Dimitrova Maya, Wagatsuma Hiroaki, Krastev Aleksandar, Vrochidou Eleni, Nunez-Gonzalez J. David
:A Review of Possible EEG Markers of Abstraction, Attentiveness, and Memorisation in Cyber-Physical Systems for Special Education
:Frontiers in Robotics and AI 8: 252 [https://www.frontiersin.org/article/10.3389/frobt.2021.715962]
:DOI=10.3389/frobt.2021.715962

;Martín-Garin, A.; Millán-García, J.A.; Leon, I.; Oregi, X.; Estevez, J.; Marieta, C.
:Pedagogical Approaches for Sustainable Development in Building in Higher Education.
:Sustainability 2021, 13, 10203.
:https://doi.org/10.3390/su131810203

; Fátima A. Saiz *, Garazi Alfaro, Iñigo Barandiaran, Manuel Graña
:Generative Adversarial Networks to Improve the Robustness of Visual Defect Segmentation by Semantic Networks in Manufacturing Components
: Appl. Sci. 2021, 11(14), 6368
: DOI https://doi.org/10.3390/app11146368

;Julian Estevez , Gorka Garate, Jose Manuel Lopez-Guede, Manuel Graña
:A Hybrid Control Approach for the Swing Free Transportation of a Double Pendulum with a Quadrotor
:Applied Sciences 2021, 11(12), 5487;
: https://doi.org/10.3390/app11125487

;Manuel Graña, José Manuel López-Guede, José Antonio Sáez Muñoz, Álvaro HerreroCosio, HéctorQuintián, EmilioCorchado
:Special issue SOCO-CISIS 2018: New trends in soft computing and computational intelligence in security and its application in industrial and environmental problems
:Neurocomputing Volume 452, 10 September 2021, Pages 414-415 [https://www.sciencedirect.com/science/article/pii/S092523122031554X]
: https://doi.org/10.1016/j.neucom.2020.09.058

;Rosario Delgado, J. David Núñez-González, J. Carlos Yébenes, Ángel Lavado,
:Survival in the Intensive Care Unit: A prognosis model based on Bayesian classifiers,
:Artificial Intelligence in Medicine, Volume 115, 2021, 102054
: JCR Q1 en 2019
: https://doi.org/10.1016/j.artmed.2021.102054

;Ricardo Muñoz-Cancino, Sebastian A. Rios, Marcel Goic and Manuel Graña
: Non-Intrusive Assessment of COVID-19 Lockdown Follow-Up and Impact Using Credit Card Information: Case Study in Chile
:Int. J. Environ. Res. Public Health 2021, 18(11), 5507; [https://www.mdpi.com/1660-4601/18/11/5507]
:https://doi.org/10.3390/ijerph18115507
: JCR 2019 2.849 (Q1 (Public, Environmental & Occupational Health))

;Carlos Miguel Chiesa-Estomba, Oier Echaniz, Jon Alexander Sistiaga Suarez, Jose Angel Gonzalez-Garcıa, Ekhine Larruscain, Xabier Altuna, Alfonso Medela, and Manuel Graña,
: Machine Learning Models for Predicting Facial Nerve Palsy in Parotid Gland Surgery for Benign Tumors
:journal of surgical research 2021 (262) 57-64
: https://doi.org/10.1016/j.jss.2020.12.053
: JCR 2020 1.841

;Jose Manuel Lopez-Guede, Asier Izquierdo, Julian Estevez, Manuel Graña
:Active Learning for Road Lane Landmark Inventory with V-ELM in Highly Uncontrolled Image Capture Conditions
: Neurocomputing [https://www.sciencedirect.com/science/article/abs/pii/S0925231221001405] Volume 438, 28 May 2021, Pages 259-269

; Emmanouil Varouchakis *, Anna Kamińska-Chuchmała *, Grzegorz Kowalik, Katerina Spanoudaki, Manuel Graña
: Combining geostatistics and remote sensing data to improve spatiotemporal analysis of precipitation
: Sensors 2021, 21(9), 3132; https://doi.org/10.3390/s21093132

;Manuel Graña and Moises Silva
:Impact of machine learning pipeline choices in Autism prediction from functional connectivity data
:International Journal of Neural SystemsVol. 31, No. 04, 2150009 (2021)
: https://doi.org/10.1142/S012906572150009X

==2020==

;Aitor Saenz-Aguirre,Ekaitz Zulueta,Unai Fernandez-Gamiz,Daniel Teso-Fz-Betono,Javier Olarte
:Kharitonov Theorem Based Robust Stability Analysis Of A Wind Turbine Pitch Control System
:Mathematics 8(6), 2020
:DOI: 10.3390/math8060964
:JCR (2019): 1.747 [Q1/T1/D1 Scie-Mathematics (28/325)]

;Josean Ramos-Hernanz,Irantzu Uriarte,Jose Manuel Lopez-Guede,Unai Fernandez-Gamiz,Amaia Mesanza,Ekaitz Zulueta
:Temperature Based Maximum Power Point Tracking For Photovoltaic Modules
:Scientific Reports 10(1), 2020
:DOI: 10.1038/s41598-020-69365-5
:JCR (2019): 3.998 [Q1/T1/D3 Scie-Multidisciplinary Sciences (17/71)]

;Daniel Teso-Fz-Betono,Ekaitz Zulueta,Ander Sanchez-Chica,Unai Fernandez-Gamiz,Aitor Saenz-Aguirre
:Semantic Segmentation To Develop An Indoor Navigation System For An Autonomous Mobile Robot
:Mathematics 8(5), 2020
:DOI: 10.3390/math8050855
:JCR (2019): 1.747 [Q1/T1/D1 Scie-Mathematics (28/325)]

;Ariadna Besga, Darya Chyzhyk, Manuel Grana and Ana González-Pinto
:An imaging and blood biomarkers open dataset on Alzheimer's Disease versus Late Onset Bipolar Disorder [https://www.frontiersin.org/articles/10.3389/fnagi.2020.583212/full]
: Frontiers in Aging Neuroscience, 12,p:301
: https://doi.org/10.3389/fnagi.2020.583212
: JCR 2019 4.364, Q1 G&G, Q2 Neurosciences

;Patricio Wolff; Sebastian Rios; David Clavijo.; Manuel Graña; Miguel Carrasco;
:Methodologically grounded semantic analysis of large volume of Chilean medical literature data applied to the analysis of medical research funding efficiency in Chile
:Journal of Biomedical Semantics, 11, 12 (2020) [https://rdcu.be/b7SzF]
: https://doi.org/10.1186/s13326-020-00226-w
: JCR 2.614 (2019) (Q1 MCB)

;Marcos Alonso, Alberto Izaguirre, Imanol Andonegui and Manuel Graña
:Optical Dual Laser Based Sensor Denoising for OnlineMetal Sheet Flatness Measurement Using Hermite Interpolation
: Sensors 2020, 20(18), 5441; [https://www.mdpi.com/1424-8220/20/18/5441]
: DOI https://doi.org/10.3390/s20185441
: JCR 2019 3.275, Q2 ChA, Q2 EEE, Q1 Instruments & Instrumentation

;Manuel Graña, Marina Aguilar-Moreno, Javier de Lope Asiain, Ibai Baglietto Araquistain, and Xabier Garmendia
:Improved activity recognition combining inertial motion sensors and electroencephalogram signals
: International Journal of Neural Systems, Vol. 30, No. 10 (2020) 2050053 [https://www.worldscientific.com/doi/abs/10.1142/S0129065720500537]
: JCR 2018 6.4 (Q1 CSAI)
: DOI https://doi.org/10.1142/S0129065720500537

;Juan M. Gorriz, Javier Ramırez, Andres Ortız, Francisco J. Martınez-Murcia, Fermin Segovia, John Sucklinga, Matthew Leminga, Yu-Dong Zhang, Jose Ramon Alvarez-Sanchez, Guido Bologna, Paula Bonomini, Fernando E. Casado, David Charte, Francisco Charte, Ricardo Contreras, Alfredo Cuesta-Infante, Richard J. Duro, Antonio Fernandez-Caballero, Eduardo Fernandez-Jover, Pedro Gomez-Vilda, Manuel Graña, Francisco Herrera, Roberto Iglesias, Anna Lekova, Javier de Lope, Ezequiel Lopez-Rubio, Rafael Martıne Tomas, Miguel A. Molina-Cabello, Antonio S. Montemayor, Paulo Novais, Daniel Palacios-Alonso, Juan J. Pantrigo, Bryson R. Payne, Felix de la Paz Lopez, Marıa Angelica Pinninghoff, Mariano Rincon, Jose Santos, Karl Thurnhofer-Hemsi, Athanasios Tsanas, Ramiro Varela, Jose M. Ferrandez
:Artificial intelligence within the interplay between natural and artificial Computation: advances in data science, trends and applications
: Neurocomputing Volume 410, 14 October 2020, Pages 237-270
: https://doi.org/10.1016/j.neucom.2020.05.078

;JAVIER DE LOPE, MANUEL GRAÑA
:BEHAVIORAL ACTIVITY RECOGNITION BASED ON GAZE ETHOGRAMS
: International Journal of Neural Systems Vol. 30, No. 07, 2050025 (2020) (aceptado febrero 2020) [https://www.worldscientific.com/doi/abs/10.1142/S0129065720500252]
: DOI https://doi.org/10.1142/S0129065720500252
: JCR 2018 6.4 (Q1 CSAI)

; Xabier Larrucea, Izaskun Santamaria, Borja Fernandez-Gauna
: Managing Security Debt Across PLC Phases in a VSE Context
: Journal Of Software-evolution And Process 2020; 32:e2214
: DOI https://doi.org/10.1002/smr.2214
: JCR (2018) 1.305 (Q3 CSSE)

;Imane Nizar, Youssef Illoussamen Hala El Ouarrak El Hossein Illoussamen Manuel Graña, Mohammed Mestari
:Safe and optimal navigation for autonomous multi-rotor aerial vehicle in a dynamic known environment by a decomposition-coordination method
: Cognitive Systems Research, Volume 63, October 2020, Pages 42-54
: https://doi.org/10.1016/j.cogsys.2020.05.003
: Impact Factor: 1.384

;Zalabarria, U., Irigoyen, E., Martinez, Larrea, M., Salazar-Ramirez, A (2020).
:A low-cost, portable solution for stress and relaxation estimation based on a real-time fuzzy algorithm,
:IEEE Access, Volume 8, 1 May 2020, Pages 74118-74128.

;Zalabarria, U., Irigoyen, E., Martinez, R., Lowe, A (2020).
:Online robust R-peaks detection in noisy electrocardiograms using a novel iterative smart processing algorithm,
:Applied Mathematics and Computation, Volume 369, 15 March 2020, Article number 124839.

;Arkaitz Artetxe · Manuel Graña · Andoni Beristain · Sebastian Rıos
:Balanced training of a hybrid ensemble method for imbalanced datasets: A case of emergency department readmission prediction.
: Neural computing and applications 32(10), 5735-5744 [https://link.springer.com/article/10.1007/s00521-017-3242-y]
: JCR 2.505 (Q2 CSAI) (2017) 4.213 (Q1 CSAI) (2018) 4.664 (Q1 CSAI) (2019) 4.774
: DOI 10.1007/s00521-017-3242-y

;Manuel Graña, Michal Wozniak, Sebastian Rios, and Javier de Lope
:Computational Intelligence in Remote Sensing: An Editorial [https://www.mdpi.com/1424-8220/20/3/633]
: Sensors, 20(3), 633
: https://doi.org/10.3390/s20030633
: JCR (2018) 3.031 (Q1 Inst&Inst, Q2 Chem An. Q2 Electrochem.) (2019) 3.275

;Vanesa Lopez-Vazquez, Jose Manuel Lopez-Guede, Simone Marini, Emanuela Fanelli,, Espen Johnsen and Jacopo Aguzzi
:Video Image Enhancement and Machine Learning Pipeline for Underwater Animal Detection and Classification at Cabled Observatories
:Sensors 2020, 20(3), 726; https://doi.org/10.3390/s20030726

;Manuel Graña, Jose Manuel Lopez-Guede, Jon Irazusta, Idoia Labayen, Ariadna Besga
:Modeling hospital readmissions under frailty conditions for healthy ageing
: Expert systems [https://onlinelibrary.wiley.com/doi/10.1111/exsy.12437] Volume37, Issue2 April 2020, e12437
: http://dx.doi.org/10.1111/exsy.12437
:JCR 2018 1.505 (Q3 CSAI, Q2 CSTM) 2019 1.546

==2019==

;Saenz-Aguirre, A.; Zulueta, E.; Fernandez-Gamiz, U.; Lozano, J.; Lopez-Guede, J.M.
:Artificial Neural Network Based Reinforcement Learning for Wind Turbine Yaw Control.
:Energies 2019, 12, 436.

;Aramendia, I.; Fernandez-Gamiz, U.; Zulueta, E.; Saenz-Aguirre, A.; Teso-Fz-Betoño, D.
:Parametric Study of a Gurney Flap Implementation in a DU91W(2)250 Airfoil.
:Energies 2019, 12, 294.

; Martinez, R., Salazar-Ramirez, A., Arruti, A., Irigoyen, E., Martin, J.I., Muguerza, J.
:A Self-Paced Relaxation Response Detection System Based on Galvanic Skin Response Analysis
:IEEE Access, Volume 7, 2019, Article number 8680625, Pages 43730-43741
:JCR 2018: 4.098 (Q1) 2019 3.745 (Q1 Computer science, information systems; engineering electrical and electronic)
: DOI 10.1109/ACCESS.2019.2908445
: https://ieeexplore.ieee.org/document/8680625

;Jahnke, M.D., Cosco, F., Novickis, R., Rastelli, J.P., Gomez-Garay, V.
:Efficient neural network implementations on parallel embedded platforms applied to real-time torque-vectoring optimization using predictions for multi-motor electric vehicles
:Electronics, Volume 8, Issue 2, February 2019, Article number 250
: JCR 2018: 1.764 (Q3)
: DOI 10.3390/electronics8020250
: https://www.mdpi.com/2079-9292/8/2/250

; Julian Estevez, Gorka Garate, Manuel Graña
:Gentle Introduction to Artificial Intelligence for High-School Students using Scratch
: IEEE Access, 7(1):179027-179036 [https://ieeexplore.ieee.org/document/8915693]
:JCR 2018 4.098 (Q1) 2019 3.745, (Q1 Computer science, information systems; engineering electrical and electronic)
: doi 10.1109/ACCESS.2019.2956136

;Kamalaker Dadi, Mehdi Rahim, Alexandre Abraham, Darya Chyzhyk, Michael Milham, Bertrand Thirion, Gael Varoquaux, for the Alzheimer's Disease Neuroimaging Initiative
:Benchmarking functional connectome-based predictive models for resting-state fMRI [https://www.sciencedirect.com/science/article/pii/S1053811919301594]
: NeuroImage, Volume 192, 15 May 2019, Pages 115-134
: DOI https://doi.org/10.1016/j.neuroimage.2019.02.062

;Xabier Larrucea, Borja Fernandez-Gauna
: A mapping study about the standard ISO/IEC29110
: Computer Standards & Interfaces (2019) Volume 65, July 2019, Pages 159-166
: DOI https://doi.org/10.1016/j.csi.2019.03.005
: JCR 2017: 1.479 (Q2 CSSE 47/104)

;Leyre Torre-Tojal, Jose Manuel Lopez-Guede, Manuel Graña
: Machine learning forest biomass estimation from LiDAR data
: Expert Systems 2019;36:e12399. [https://onlinelibrary.wiley.com/journal/14680394][https://onlinelibrary.wiley.com/doi/full/10.1111/exsy.12399]
: DOI https://doi.org/10.1111/exsy.12399
: Impact factor:1.43; ISI Journal Citation Reports © Ranking: 2017:75/132 (Computer Science, Artificial Intelligence); ISI Journal Citation Reports © Ranking: 2017:48/103 (Computer Science, Theory & Methods)
:JCR 2018 1.505 (Q3 CSAI, Q2 CSTM) 2019 1.546

;Patricio Wolff, Sebastian A. Rios, Manuel Graña
:Setting up standards: A methodological proposal for pediatric Triage machine learning model construction based on clinical outcomes
: Expert systems with applications Volume 138, 30 December 2019, 112788 [https://www.sciencedirect.com/science/article/pii/S0957417419304841]
: JCR 2018 4.292 (Q1 CSAI,EEE,ORMS) 2019 5.452
: https://doi.org/10.1016/j.eswa.2019.07.005

;Anna Kaminska-Chuchmala *, Manuel Grana
: Indoor Crowd 3D Localization in Big Buildings From WiFi Access Anonymous Data
: Sensors 2019, 19(19), 4211 [https://www.mdpi.com/1424-8220/19/19/4211]
: JCR (2018) 3.031 (Q1 Inst&Inst, Q2 Chem An. Q2 Electrochem.) (2019) 3.275

; Carlos M Chiesa-Estomba *, Oier Etchaniz, Ekhiñe Larruscain, Jose A Gonzalez-García, Jon A Sistiaga-Suarez, Manual Graña
:Radiomics and Texture Analysis in Laryngeal Cancer. Looking for new frontiers in precision medicine thought Imaging analysis.
: Cancers 11(10), 1409; [https://www.mdpi.com/2072-6694/11/10/1409]
: JCR 2018 6.162 (Q1 Oncology) 2019 6.126

;LEYRE TORRE-TOJAL *, AITOR BASTARRIKA, BRIAN BARRETT, JAVIER MARIA SANCHEZ, JOSE MANUEL LOPEZ-GUEDE, MANUEL GRAÑA
:Prediction of Aboveground Biomass from Low Density LiDAR data: Validation Over P. Radiata Data From a Region North of Spain
: Forests, 10(9), 819 [https://www.mdpi.com/1999-4907/10/9/819]
:DOI https://doi.org/10.3390/f10090819
: JCR (2018) 2.116 (Q2 Forestry)

;R. Delgado and J. D. Núñez-González,
:“Enhancing confusion entropy (cen) for binary and multiclass classification,”
:PloS one, vol. 14, no. 1, p. e0210264, 2019.
: https://doi.org/10.1371/journal.pone.0210264
: JCR (2017) 2.766 (Q1 Mult Sci) (2018) 2.776 (Q2 Mutl Sci)

;Jörg Keller and Manuel Grana and Rafał Kozik and Tomasz Andrysiak and Michał Choraś
:Recent Advances, Emerging Methods and Applications of Pattern Recognition
: Journal of Universal Computer Science, 23(6): 569--570 [http://www.jucs.org/jucs_25_6/recent_advances_emerging_methods]
: JCR 2018 0.910 (Q4 CSSE, Q3 CSTM)

;Asier Garmendia, Manuel Graña, Jose Manuel Lopez Guede, Sebastian Rios
:Neural and statistical predictors for time to readmission in emergency departments: a case study
: Neurocomputing Volume 354, 18 August 2019, Pages 3-9 [https://www.sciencedirect.com/science/article/pii/S0925231219304564?via%3Dihub]
: https://doi.org/10.1016/j.neucom.2018.05.135
: JCR 2018 4.072 (Q1 CSAI) 2019 4.438

;Patricio Wolff Manuel Graña, Sebastian A. Ríos, Maria Begoña Yarza
:Machine learning readmission risk modeling- a pediatric case study
:Biomed Research International vol. 2019, Article ID 8532892, 9 pages, (open access) [https://www.hindawi.com/journals/bmri/2019/8532892/]
: https://doi.org/10.1155/2019/8532892.
: JCR (2017) 2.583 (Q2 BAM, Q3 MRE) (2018) 2.197 (Q3 BAM, Q3 MRE)

;J.L. Jiménez Bascones, Manuel Graña, J.M. Lopez-Guede
:A solver-ensemble strategy to deal with occlusions in the labeling of clouds of motion markers
:Neurocomputing (online) [https://www.sciencedirect.com/science/article/pii/S0925231219303261] (open access) Volume 353, 11 August 2019, Pages 96-105
: https://doi.org/10.1016/j.neucom.2018.05.132
: JCR 2018 4.072 (Q1 CSAI) 2019 4.438

;Manuel Graña, Marcos Alonso, and Alberto Izaguirre
:A PANORAMIC SURVEY ON GRASPING RESEARCH TRENDS AND TOPICS
: Cybernetics and Systems (aceptado 30 noviembre 2018) Volume 50, 2019 - Issue 1, Pages 40-57
: https://doi.org/10.1080/01969722.2018.1558013
: JCR 2018 1.681 (Q3 CSC)

; Manuel Graña, Leire Ozaeta, Darya Chyzhyk
: Dynamic Causal Modeling and Machine Learning for Effective Connectivity in Auditory Hallucination
: Neurocomputing Volumes 326–327, 31 January 2019, Pages 61-68 [http://www.sciencedirect.com/science/article/pii/S0925231217315291]
: JCR (2014) 2.083 (Q2 CSAI) (2015) 2.392 (Q1 CSAI) (2016) 3.317
: https://doi.org/10.1016/j.neucom.2016.08.157
: JCR 2018 4.072 (Q1 CSAI) 2019 4.438

; Sebastian Rios, Felipe Aguilera, JDavid Nuñez Gonzalez, Manuel Graña
: Semantically enhanced network analysis for influencer identification in online social networks
: Neurocomputing Volumes 326–327, 31 January 2019, Pages 71-81
: JCR (2014) 2.083 (Q2 CSAI) (2015) 2.392 (Q1 CSAI) (2016) 3.317 (2017) 3.241 (Q1 CSAI) (2018) 4.072 (Q1 CSAI) 2019 4.438
: https://doi.org/10.1016/j.neucom.2017.01.123

; Asier Garmendia, Sebastian Rios, Jose Manuel Lopez Guede, Manuel Graña
: Triage prediction in pediatric patients with respiratory problems
: Neurocomputing Volumes 326–327, 31 January 2019, Pages 161-167 [http://www.sciencedirect.com/science/article/pii/S0925231217315230]
: JCR (2014) 2.083 (Q2 CSAI) (2015) 2.392 (Q1 CSAI) (2016) 3.317 (2017) 3.241 (2018) 4.072 (Q1 CSAI) 2019 4.438
: https://doi.org/10.1016/j.neucom.2017.01.122

;Aitor Saenz-Aguirre,Ekaitz Zulueta,Unai Fernandez-Gamiz,Javier Lozano andJose Manuel Lopez-Guede
:Artificial Neural Network Based Reinforcement Learning for Wind Turbine Yaw Control
: Energies 2019, 12(3), 436; https://doi.org/10.3390/en12030436

==2018==

; Juan Luis Osa, Naiara Ortega, Gorka Vidal, Borja Fernandez-Gauna, Asier Carballo, Ibon Tolosa
: Future of the discrete element method in the modelling of grinding wheels
: Engineering Computations (2018) Vol. 35 Issue: 6, pp.2255-2271
: JCR 2016: 1.01 (Q3 ENG-MUL 52/85)
: https://doi.org/10.1108/EC-11-2017-0450

;M Graña, JM Lopez-Guede, A Herrero, H Quintian, E Corchado
: Editorial: Special issue CISIS 2016
: Logic Journal of the IGPL Volume 26, Issue 6, 27 November 2018, Pages 567–568
: JCR 2018 0.609 (Q4 MA, Q3 M, Q2 L)

;AITOR MORENO-FERNANDEZ-DE-LECETA, JOSE MANUEL LOPEZ-GUEDE, LEIRE EZQUERRO INSAGURBE, NORA RUIZ DE ARBULO, MANUEL GRAÑA
:A novel methodology for clinical semantic annotations assessment
: Logic Journal of the IGPL Volume 26, Issue 6, 27 November 2018, Pages 569–580
: DOI [ https://doi.org/10.1093/jigpal/jzy021]
: JCR 2018 0.609 (Q4 MA, Q3 M, Q2 L)

; Arkaitz Artetxe, Andoni Beristain, Manuel Graña
:Predictive models for hospital readmission risk: A systematic review of methods
: Computer Methods and Programs in Biomedicine Volume 164, October 2018, Pages 49-64 [https://www.sciencedirect.com/science/article/pii/S0169260717313998]
:https://doi.org/10.1016/j.cmpb.2018.06.006
: JCR (2017) 2.674 (Q2 CSIA, Q1 CSTM, Q2 EB, Q2 MI) (2018) 3.424 (Q1 CSIA, Q1 CSTM, Q2 EB, Q1 MI)

; Leire Ozaeta, Manuel Graña, Maya Dimitrova, Alexander Krastev
: Child oriented storytelling with NAO robot in hospital environment: preliminary application results.
:Problems of Engineering Cybernetics and Robotics Journal, No 69:21-29. Bulgarian Academy of Sciences Publishing. [[media:StorytellingNAOpaperLeire.pdf|pdf]] [http://www.iit.bas.bg/PECR/69_contents.html]
:Print ISSN: 0204-9848, Online ISSN: 1314-409X

; Jose Manuel Lopez-Guede, Julian Estevez, Asier Garmendia, Manuel Graña
: Making Physical Proofs of Concept of Reinforcement Learning Control in Single Robot Hose Transport Task Complete
: Neurocomputing [http://www.sciencedirect.com/science/article/pii/S0925231217312237] Volume 271, 3 January 2018, Pages 95-103
: JCR (2014) 2.083 (Q2 CSAI) (2015) 2.392 (Q1 CSAI) (2016) 3.317

;Borja Fernandez-Gauna;Juan Luis Osa;Manuel Graña
:Experiments of Conditioned Reinforcement Learning in Continuous Space Control Tasks
: Neurocomputing (acept 3 august) Volume 271, 3 January 2018, Pages 38-47 [http://www.sciencedirect.com/science/article/pii/S0925231217312201]
: JCR (2014) 2.083 (Q2 CSAI) (2015) 2.392 (Q1 CSAI) (2016) 3.317
: DOI 10.1016/j.neucom.2016.08.155

==2017==

; Lide Arenaza; María medrano; María Amasene; Beatriz Rodríguez-Vigil; Ignacio Diez; Manuel Graña; Ignacio Tobalina; Edurne Maiz; Edurne Arteche; Eider Larrarte; Inge Huybrechts; Catherine davis; Jonatan Ruiz; Francisco ortega; Javier Margareto; Idoia Labayen;
:Prevention of diabetes in overweight/obese children through a family-based intervention program including supervised exercise (PREDIKID project): study protocol for a randomized controlled trial
: Trials (2017) 18:372 [http://rdcu.be/uTUw]
: DOI 10.1186/s13063-017-2117-y
: JCR 1.969 (2017) 2.067 (Q3 MRE)

;Ariadna Besga, Darya Chyzhyk, Itxaso Gonzalez Ortega, Jon Echeveste, Marina Grana-Lecuona, Manuel Grana, Ana González-Pinto
:White Matter Tract Integrity in Alzheimer’s Disease versus Late Onset Bipolar Disorder and its Correlation with Systemic Inflammation and Oxidative Stress Biomarkers
: Frontiers in Aging Neuroscience, 9:179 [http://journal.frontiersin.org/article/10.3389/fnagi.2017.00179]
: DOI https://doi.org/10.3389/fnagi.2017.00179
: JCR 2015 4.348 (Q1 GG. Q1 Neuroscience) 2016 4.504 (2017) 3.582 (Q2 GG, Q2 Neuroscience)

;Arkaitz Artetxe, Borja Ayerdi, Manuel Graña, Sebastian Rios
:Using Anticipative Hybrid Extreme Rotation Forest to Predict Emergency Service Readmission Risk
: Journal of Computational Science, Volume 20, May 2017, Pages 154–161 (aceptado 23 de diciembre) [http://www.sciencedirect.com/science/article/pii/S1877750316305130]
: DOI http://dx.doi.org/10.1016/j.jocs.2016.12.008
: JCR (2015) 1.078 (2016) 1.748 (2017) 1.925 (Q3 CSIA, Q2 CSTM)

; Manuel Graña, Leire Ozaeta, and Darya Chyzhyk
:Resting State Effective Connectivity Allows Auditory Hallucination Discrimination
: International Journal of Neural Systems,27(5): 1750019
:DOI: http://dx.doi.org/10.1142/S0129065717500198
: JCR (2015) 6.085 (Q1 CSAI) (2016) 6.333

;Alexandre M. Savio, Michael Schutte, Manuel Graña and Igor Yakushev
:Pypes: Workflows for Processing Multimodal Neuroimaging Data
:Front. Neuroinform., 11 April 2017 | https://doi.org/10.3389/fninf.2017.00025
: JCR 2015 3.047 (Q1 MCB, Q2 Neuroscience) 2016 3.870

;ASIER GARMENDIA, MANUEL GRAÑA, JOSE MANUEL LOPEZ-GUEDE, SEBASTIAN RIOS
: Predicting patient hospitalization after emergency readmission
: Cybernetics and systems VOL. 48, NO. 3, 182–192
: [doi http://dx.doi.org/10.1080/01969722.2016.1276772]
: 2015 Impact Factor: 0.888 (Q3) 2016 1.434 (Q3)

; Borja Fernandez-Gauna, Unai Fernandez-Gamiz, and Manuel Graña
: Variable Speed Wind Turbine Controller Adaptation by Reinforcement Learning
: Integrated Computer-Aided Engineering 24(1) (2017) 27–39 [http://content.iospress.com/articles/integrated-computer-aided-engineering/ica531]
: JCR (2014) 4.698 (Q1 CSAI, CSIA, ENG) (2015) 4.981 (2016) 4.981
: DOI 10.3233/ICA-160531

; P. Martínez-Filgueira, U. Fernandez-Gamiz, E. Zulueta, I. Errasti, B. Fernandez-Gauna
: Parametric study of low-profile vortex generators
: International Journal of Hydrogen Energy 42(28), 17700-17712
: JCR (2015) 3.205 (Q2 ID, EI, HQ)
: [doi http://dx.doi.org/10.1016/j.ijhydene.2017.03.102]

; Julian Estevez, Manuel Graña, and Jose Manuel Lopez-Guede
: Online fuzzy adaptive PD control for cooperative aerial transportation of deformable linear objects
: Integrated Computer-Aided Engineering (2017) vol. 24, no. 1, pp. 41-55, 2017 [http://content.iospress.com/articles/integrated-computer-aided-engineering/ica530]
: JCR (2014) 4.698 (Q1 CSAI, CSIA, ENG) (2015) 4.981 (2016) 4.981

; Pawel Ksieniewicz, Manuel Grana and Michal Wozniak
:Paired Feature Multilayer Ensemble
: Journal of Intelligent and Fuzzy Systems, [http://content.iospress.com/articles/journal-of-intelligent-and-fuzzy-systems/ifs169139] vol. 32, no. 2, pp. 1427-1436, 2017
: Impact Factor 2014: 1.812, (Q2) 2015 1.004 (Q3) 2016 1.004

==2016==

;J Maiora, G Garcia, B Ayerdi, M Grana, M De Blas
:Active Learning enhanced with Expert Knowledge for Computed Tomography Image Segmentation
:InImpact: The Journal of Innovation Impact 6 (1), 12-15 [http://inimpact.innovationkt.org]

;J. David Nuñez-Gonzalez, Borja Ayerdi, Manuel Graña, Michał Wozniak
:A New Heuristic for Influence Maximization in Social Networks
: Logic journal of the IGPL (aceptado 29 abril), Log J IGPL (2016) 24 (6): 996-1014.
: DOI: https://doi.org/10.1093/jigpal/jzw048
: JCR 2015 0.434 (Q4)

; Manuel Graña, Darya Chyzhyk
: Image Understanding Applications of Lattice Auto-Associative Memories
: IEEE Transactions on Neural Networks and Learning Systems, (aceptdo 24 julio 2015) Volume: 27, Issue: 9, Sept. 2016 pp.1920 - 1932 [[http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7210195 online]]
: DOI 10.1109/TNNLS.2015.2461451
: JCR (2014) 4.291 (Q1 CSAI) (2015) 4.854 (2016) 6.108

;Bogusław Cyganek, Manuel Graña, Piotr Porwik & Michał Woźniak
: Intelligent Methods Applied to Health-Care Information Systems
: Applied Artificial Intelligence, 30:6, 495-496,
: DOI: 10.1080/08839514.2016.1193713
: JCR 2015 0.540 (CSAI Q4, EEE Q4) 2016 0.652

; Bogusław Cyganek, Manuel Graña, Bartosz Krawczyk, Andrzej Kasprzak, Piotr Porwik, Krzysztof Walkowiak & Michał Woźniak
: A Survey of Big Data Issues in Electronic Health Record Analysis
: Applied Artificial Intelligence, 30:6, 497-520, [http://www.tandfonline.com/doi/full/10.1080/08839514.2016.1193714]
: DOI: 10.1080/08839514.2016.1193714
: JCR 2015 0.540 (CSAI Q4, EEE Q4) 2016 0.652

;I. Macía, M. de Blas, J.H. Legarreta, L. Kabongo, O. Hernández, J.M. Egaña, J.I. Emparanza, A. García-Familiar, M. Graña
:Standard and Fenestrated Endograft Sizing in EVAR Planning: Description and Validation of a Semi-automated 3D Software
: Computerized Medical Imaging and Graphics [http://www.sciencedirect.com/science/article/pii/S0895611115000099] [http://www.journals.elsevier.com/computerized-medical-imaging-and-graphics/] (accept 16 enero 2015) Volume 50, June 2016, Pages 9–23
: JC· 2013 1.496 (Q3 RNMMI) 2015 1.385 (Q3 EB; Q3 RNMMI; ) 2016 1.738

;Borja Ayerdi, Manuel Graña
: Hyperspectral Image Analysis by Spectral–Spatial Processing and Anticipative Hybrid Extreme Rotation Forest Classification
: IEEE Transactions on Geoscience and Remote Sensing (TGARS) Volume: 54(5) : 2627 - 2639, [http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7359176]
: DOI: 10.1109/TGRS.2015.2503886
: JCR 2014 - 3.514 (2015) 3.360 (Q1 GG; Q1 EEE; Q1 RS; Q1 ISPT) (2016) 4.942

;Ariadna Besga-Basterra, Darya Chyzhyk, Itxaso González-Ortega, Alexandre Savio, Borja Ayerdi, Jon Echeveste, Manuel Graña, Ana González-Pinto
: Eigenanatomy on fractional anisotropy imaging provides white matter anatomical features discriminating between Alzheimer’s Disease and Late Onset Bipolar Disorder
: Current Alzheimer Research, 13(5): 557 - 565 [http://benthamscience.com/journal/contents.php?journalID=car&issueID=140733]
: JCR (2013) 3.796 (Q1 Clin Neurol, Q2 Neurosciences) (2014) 3.889 (2015) 3.145 (Q2 CN; Q2 Neurosciences) (2016) 2.952
:DOI: 10.2174/1567205013666151116125349

;NAIARA MURO, EIDER SANCHEZ, CARLOS TORO, MANUEL GRAÑA, EDUARDO CARRASCO, FRANK GUIJARRO, and SEBASTIAN A. RÍOS
:EXPERIENCE BASED ELECTRONIC HEALTH RECORDS [http://www.tandfonline.com/doi/full/10.1080/01969722.2016.1128774]
: Cybernetics and Systems Volume 47, Issue 1-2, 2016, 126-139
: 2014 Impact Factor: 0.840 ; 2015 0.880 (Q3 CSC)

;JULIAN ESTEVEZ, JM. LOPEZ-GUEDE, MANUEL GRAÑA
: Particle Swarm Optimization quadrotor control for cooperative aerial transportation of deformable linear objects
: Cybernetics and Systems Volume 47, Issue 1-2, 2016, 4-16
: DOI http://dx.doi.org/10.1080/01969722.2016.1128759

;Maite Termenon, Manuel Graña, Alexandre Savio, Anton Akusok, Yoan Miche, Amaury Lendasse
:Brain MRI Morphological Patterns Extraction Tool based on Extreme Learning Machine and Majority Vote Classification
:Neurocomputing (aceptado 6 de marzo) [http://www.sciencedirect.com/science/article/pii/S0925231215011388] Volume 174, Part A, 22 January 2016, Pages 344–351
: JCR (2015) 2.392 (Q1 CSAI) (2016) 3.317

; Borja Ayerdi, Manuel Graña
: Hyperspectral Image Nonlinear Unmixing and Reconstruction by ELM Regression Ensemble
: Neurocomputing [http://www.sciencedirect.com/science/article/pii/S0925231215011339] Volume 174, Part A, 22 January 2016, Pages 299–309
: doi 10.1016/j.neucom.2015.04.10
: JCR (2015) 2.392 (Q1 CSAI) (2016) 3.317

; Manuel Graña, Darya Chyzhyk, Carlos Toro, Sebastian Rios
: Innovations in Healthcare and Medicine editorial
: Computers in Biology and Medicine [http://www.sciencedirect.com/science/article/pii/S0010482516300579] Volume 72, 1 May 2016, Pages 226–228
:DOI 10.1016/j.compbiomed.2016.03.003
: JCR (2015) 1.521 (Q2 Biology; Q3 CSIA; Q3 EB; Q2 MCB; ) (2016) 1.836

==2015==

;PAWEL KSIENIEWICZ, DARIUSZ JANKOWSKI, BORJA AYERDI, KONRAD JACKOWSKI, MICHAL WOZNIAK, MANUEL GRANA
:A Novel Hyperspectral Segmentation Algorithm - Concept and Evaluation
: Logic journal IGPL (aceptado noviembre 2014) (2015) 23 (1): 105-120 [http://jigpal.oxfordjournals.org/content/early/2014/12/29/jigpal.jzu045.short]
: JCR 2013 0.530 (Q2 Logic, Q3 Mathematics, Q4 MA) (2014) 0.461 (Q3 Logic, Q3 Mathematics, Q4 MA)

; Medrano M, Maiz E, Maldonado-Martín S, Arenaza L, Rodríguez-Vigil B, Ortega FB, Ruiz JR, Larrarte E, Díez I, Sarasúa A, Tobalina I, Barrenechea L, Pérez-Asenjo J, Kannengiesser S, Manhães-Savio A, Echaniz O, Labayen I
: The effect of a multidisciplinary intervention program on hepatic adiposity in overweight-obese children: protocol of the EFIGRO study
: Contemporary Clinical Trials, November 2015 Volume 45, Part B, Pages 346–355
: DOI: 10.1016/j.cct.2015.09.017

;Besga, A., B. Ayerdi, G. Alcalde, A. Manzano, P. Lopetegui, M. Graña, A. Gonzalez-Pinto
:"Risk factors for emergency department short time readmission in stratified population", [http://dx.doi.org/10.1155/2015/685067]
: BioMed Research International 2015 (2015) Article ID 685067.
: JCR (2015) 2.134
:

;Ariadna Besga, Itxaso González-Ortega, Enrique Echeburúa, Alexandre Savio, Borja Ayerdi, Darya Chyzhyk, Jose LM Madrigal, Juan C. Leza, Manuel Graña, Ana González-Pinto
: "Discrimination between Alzheimer’s Disease and Late Onset Bipolar Disorder using multivariate analysis"
: Frontiers in Aging Neuroscience, 7:231
: JCR (2014) - 4.000 (2015) 4.348
: DOI 10.3389/fnagi.2015.00231

;Jose Manuel Lopez-Guede, Aitor Moreno-Fernandez-de-Leceta, Alexeiw Martinez-Garcia, Manuel Graña
:Lynx: Automatic elderly behavior prediction in home tele care [http://www.hindawi.com/journals/bmri/aip/201939/]
: Biomed Research International (Hindawi) (aceptado 22 oct) Volume 2015 (2015), Article ID 201939,
: JCR (2014) 1.579 (2015) 2.134

; Alexandre Savio, Manuel Graña
:Local Activity Features for Computer Aided Diagnosis of Schizophrenia on resting-state fMRI
:Neurocomputing (aceptado 10 enero 2015) [http://authors.elsevier.com/sd/article/S0925231215002970] Volume 164, 21 September 2015, Pages 154–161
: DOI 10.1016/j.neucom.2015.01.079
: JCR 2013 2.005 (Q1 CSAI) (2014) 2.083 (Q2 CSAI)

; Manuel Graña, Eider Sanchez, Michal Wozniak
: Special issue on innovations in medicine and healthcare
: Biosystems Engineering, Volume 138, October 2015, Pages 1–3 [http://www.sciencedirect.com/science/article/pii/S1537511015001099]
: DOI 10.1016/j.biosystemseng.2015.06.009

;Borja Fernandez-Gauna; Jose Manuel Lopez-Guede; Ismael Etxeberria-Agiriano; Igor Ansoategi; Manuel Graña
:Reinforcement Learning endowed with safe veto policies to learn the control of L-MCRS
:Information Sciences Volume 317, 1 October 2015, Pages 25–47 [http://www.sciencedirect.com/science/article/pii/S002002551500273X]
: DOI 10.1016/j.ins.2015.04.005
: JCR (2014) 4.038 (Q1 CSAI) (2015) 3.364

;Lopez-Guede, Jose M.; Fernandez-Gauna, Borja; Graña, Manuel; Zulueta, Ekaitz;
:Training Multi-agent systems by Q-learning: approaches and empirical results
: Computational Intelligence vol 31 num 3 pp. 498-512 [http://onlinelibrary.wiley.com/doi/10.1111/coin.12035/abstract]
: DOI: 10.1111/coin.12035
: JCR (2012) 1.000 (Q3 CSAI) (2013) 0.870 (2014) 0.673

;J. David Nuñez-Gonzalez, Manuel Graña, Bruno Apolloni,
:Reputation Features for Trust Prediction in Social Networks,
:Neurocomputing Volume 166, 20 October 2015, Pages 1–7 [http://www.sciencedirect.com/science/article/pii/S0925231215005494]
: DOI 10.1016/j.neucom.2014.10.099
: JCR 2013 2.005 (Q1 CSAI) (2014) 2.083 (Q2 CSAI)

;Ion Marques, Manuel Graña, Anna Kamińska-Chuchmała, Bruno Apolloni,
:An experiment of subconscious intelligent social computing on household appliances,
:Neurocomputing, Volume 167, 1 November 2015, Pages 32–43 (aceptado agosto 2014) [http://www.sciencedirect.com/science/article/pii/S0925231215005718]
: DOI 10.1016/j.neucom.2014.08.103
: JCR 2013 2.005 (Q1 CSAI) (2014) 2.083 (Q2 CSAI)

; Darya Chyzhyk, Alexandre Savio, Manuel Graña
: Computer Aided Diagnosis of Schizophrenia on resting state fMRI data by Ensembles of ELM
: Neural Networks Volume 68, August 2015, Pages 23–33. [http://www.sciencedirect.com/science/article/pii/S0893608015000805]
: DOI information: 10.1016/j.neunet.2015.04.002
: JCR (2013) 2.076 (Q1 CSAI, Q3 Neurosciences) (2014) 2.708

; Chyzhyk D, Graña M, Öngür D, Shinn AK.
: Discrimination of Schizophrenia Auditory Hallucinators by Machine Learning of Resting-State Functional MRI.
: International Journal of Neural Systems 25(3):1550007, 2015. [[media: Chyzhyk-IJNS-2015.pdf|pdf]] [http://www.worldscientific.com/doi/abs/10.1142/S0129065715500070?src=recsys&journalCode=ijns&]
: JCR 2013 6.056 (Q1 CSAI) (2014) 6.507 (2015) 6.085

;A. Suberbiola, E. Zulueta, J.M. Lopez-Guede, I. Etxeberria-Agiriano, and M. Graña
: Arm Orthosis/Prosthesis Movement Control Based on Surface EMG Signal
: International Journal of Neural Systems 25(3):1550009 [http://www.worldscientific.com/doi/10.1142/S0129065715500094] (2015)
: JCR 2013 6.056 (Q1 CSAI) (2014) 6.507

; MANUEL GRAÑA, J. DAVID NUÑEZ-GONZALEZ, LEIRE OZAETA, ANNA KAMIŃSKA-CHUCHMAŁA
:Experiments of Trust Prediction in Social Networks by Artificial Neural Networks [http://www.tandfonline.com/doi/full/10.1080/01969722.2015.1007725#.VRJqFkvXmlI]
: Cybernetics and Systems Volume 46, Issue 1-2, 2015 pages 19-34
: JCR (2012): 0.973 (Q3 CSC) (2013) 0.507 (2014) 0.840
: DOI:10.1080/01969722.2015.1007725

; EIDER SANCHEZ, CARLOS TORO, MANUEL GRAÑA, CESAR SANIN, EDWARD SZCZERBICKI
:Extended Reflexive Ontologies for the generation of clinical recommendations [http://www.tandfonline.com/doi/full/10.1080/01969722.2015.1007723#abstract]
: Cyberntetics and Systems Volume 46, Issue 1-2, 2015 pages 4-18
: JCR (2012): 0.973 (Q3 CSC) (2013) 0.507 (2014) 0.840

;Julián Estévez, Jose Manuel Lopez-Guede, Manuel Graña
: Quasi-stationary State Transportation of a Hose with Quadrotors
: Robotics and Automous Systems (aceptado 5 sept) Volume 63, Part 2, January 2015, Pages 187–194 [http://www.sciencedirect.com/science/article/pii/S0921889014001791]
: JCR (2013) 1.105, (Q3 Robotics, Q3 CSAI, Q3 ACS) (2014) 1.256 (Q2 Robotics, Q3 CSAI, Q3 ACS)

;M Graña, B Raducanu
:Bioinspired and knowledge based techniques and applications
: Neurocomputing Volume 150, Part A, 20 February 2015, Pages 1–3
:DOI 10.1016/j.neucom.2014.09.039
: JCR 2013 2.005 (Q1 CSAI) (2014) 2.083 (Q2 CSAI)

;Darya Chyzhyk, Manuel Graña
:Classification of Schizophrenia patients on Lattice Computing resting-state fMRI features [http://www.sciencedirect.com/science/article/pii/S0925231214013204]
: Neurocomputing Volume 151, Part 1, 3 March 2015, Pages 151–160
: DOI 10.1016/j.neucom.2014.09.075
: JCR 2013 2.005 (Q1 CSAI) (2014) 2.083 (Q2 CSAI)

;Darya Chyzhyk, Rosalía Dacosta-Aguayo, Maria Mataró, Manuel Graña
:An active learning approach for Stroke lesion segmentation on multimodal MRI data
: Neurocomputing Volume 150, Part A, 20 February 2015, Pages 26–36 [http://www.sciencedirect.com/science/article/pii/S0925231214012466]
:DOI:10.1016/j.neucom.2014.01.077
: JCR 2013 2.005 (Q1 CSAI) (2014) 2.083 (Q2 CSAI)

;Borja Ayerdi, Ion Marqués, Manuel Graña
:Spatially regularized semisupervised Ensembles of Extreme Learning Machines for hyperspectral image segmentation
: Neurocomputing (aceptado 18 de enero 2014) Volume 149, Part A, 3 February 2015, Pages 373–386 [http://www.sciencedirect.com/science/article/pii/S0925231214011424]
: JCR 2013 2.005 (Q1 CSAI) (2014) 2.083 (Q2 CSAI)
: DOI 10.1016/j.neucom.2014.01.068

; Jose Manuel Lopez-Guede, Borja Fernandez-Gauna,Jose Antonio Ramos-Hernanz
:Single robot dynamics approximation by ELM for Reinforcement Learning for hose control
: Neurocomputing Volume 150, Part A, 20 February 2015, Pages 116–123
: JCR 2013 2.005 (Q1 CSAI) (2014) 2.083 (Q2 CSAI)

;G.A. Papakostas, A. Savio, M. Graña, V.G. Kaburlasos
:A Lattice Computing Approach to Alzheimer’s Disease Computer Assisted Diagnosis Based on MRI Data [http://www.sciencedirect.com/science/article/pii/S0925231214012454]
: Neurocomputing Volume 150, Part A, 20 February 2015, Pages 37–42
: JCR 2013 2.005 (Q1 CSAI) (2014) 2.083 (Q2 CSAI)

;Dacosta-Aguayo, Rosalia; Graña, Manuel; Iturria-Medina, Yasser; Fernández-Andújar, Marina; López-Cancio, Elena; Caceres, Cynthia; Bargallo, Nuria; Barrios, Maite; Clemente, Imma; Pera, Guillem; Fores, Rosa; Davalos, Antoni; Mataro, Maria
:Impairment of Functional Integration of the Default Mode Network correlates with Cognitive Outcome at three months after Stroke
: Human Brain Mapping Volume 36, Issue 2, February 2015, Pages: 577–590
: DOI: 10.1002/hbm.22648
: Impact Factor: 6.878, ISI Journal Citation Reports © Ranking: 2012: 1/14 (Neuroimaging); 1/120 (Radiology Nuclear Medicine & Medical Imaging); 23/252 (Neurosciences) (2013) 6.924 (Q1 Neuroimaging, Q1 RNMMI, Q1 Neurosciences) (2014) 5.969

;Borja Fernandez-Gauna; Ismael Etxeberria-Agiriano; Manuel Graña
:Learning Multirobot Hose Transportation and Deployment by Distributed Round-Robin Q-Learning
: PlosOne, Volume 10(7): e0127129 ( published 09 Jul 2015)
: JCR (2012) 3.730, (Q1 mult. sciences) (2013) 3.534 (Q1 mult. sci.) (2014) 3.234
: DOI 10.1371/journal.pone.0127129

== 2014 ==

;Eider Sanchez, Peng Wang, Carlos Toro, Cesar Sanin, Manuel Graña, Edward Szczerbicki, Eduardo Carrasco, Frank Guijarro and Luis Brualla
:Decisional DNA for modeling and reuse of experiential-based clinical assessments in breast cancer diagnosis and treatment
: Neurocomputing Volume 146, 25 December 2014, Pages 308–318 [http://www.sciencedirect.com/science/article/pii/S0925231214007826]
: JCR 2013 2.005 (Q1 CSAI)

; Jose Manuel Lopez-Guede, Manuel Graña, Jesus Maria Larrañaga, Fernando Oterino
: Educational innovation project in the field of Industrial Informatics
: Procedia - Social and Behavioral Sciences, Volume 141, 25 August 2014, Pages 20–24
: DOI 10.1016/j.sbspro.2014.05.006

; Jose Manuel Lopez-Guede, Manuel Graña, Jesus Maria Larrañaga, Fernando Oterino
: Retrospective Vision of a Long Term Innovative Experience
: Procedia - Social and Behavioral Sciences, Volume 141, 25 August 2014, Pages 15–19
: DOI 10.1016/j.sbspro.2014.05.005

;Rosalia Dacosta-Aguayo; Manuel Graña; Alexandre Savio; Marina Fernández-Andújar ; Tibor Auer ; Monica Millán ; Elena López-Cancio ; Cynthia Cáceres ; Nuria Bargalló ; Cesar Garrido ; Maite Barrios ; Inmaculada Clemente ; Monica Hernández ; Jose Munuera ; Antonio Dávalos ; Maria Mataró
:Prognostic value of changes in resting-state functional connectivity patterns in cognitive recovery after stroke: a 3T fMRI pilot study
: Human Brain Mapping (aceptado 15 nov 2013) Volume 35, Issue 8, pages 3819–3831, August 2014 [http://onlinelibrary.wiley.com/doi/10.1002/hbm.22439/abstract]
: Impact Factor: 6.878, ISI Journal Citation Reports © Ranking: 2012: 1/14 (Neuroimaging); 1/120 (Radiology Nuclear Medicine & Medical Imaging); 23/252 (Neurosciences) (2013) 6.924 (Q1 Neuroimaging, Q1 RNMMI, Q1 Neurosciences) (2014) 5.969

;Borja Fernández-Gauna; Igor Ansoategui; Ismael Etxeberria-Agiriano; Manuel Graña
:Reinforcement Learning of ball screw feed drive controllers
:Engineering Applications of Artificial Intelligence Volume 30, April 2014, Pages 107–117 [http://www.sciencedirect.com/science/article/pii/S0952197614000220]
: JCR (2011) 1.665 (Q1 ENG) (2012) 1.625 (Q1 ENG, Q2 ACS, Q2 CSAI, Q2 EEE) (2013) 1.962 (Q1 ENG, Q2 ACS, Q2 CSAI, Q2 EEE) (2014) 2.207 (Q1 ENG, Q2 ACS, Q1 CSAI, Q1 EEE)

;Borja Ayerdi and Manuel Graña
:Hybrid Extreme Rotation Forest
: Neural Networks Volume 52, April 2014, Pages 33–42 [http://www.sciencedirect.com/science/article/pii/S0893608014000045]
: JCR (2012) 1.927 (Q1 CSAI, Q3 NS) (2013) 2.076 (Q1 CSAI, Q3 NS) (2014) 2.708

;Tuia, D. ; Merenyi, E. ; Jia, X. ; Grana-Romay, M.
:Foreword to the Special Issue on Machine Learning for Remote Sensing Data Processing [http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6804709]
: Selected Topics in Applied Earth Observations and Remote Sensing, IEEE Journal of (Volume:7 , Issue: 4 ) pp. 1007 - 1011
: JCR (2012) 2.874 (Q2 GP, Q1 ISPT, Q1 RS) (2013) 2.827 (Q2 GP, Q1 ISPT, Q1 RS, Q1 EEE)

; Abdelmalik Moujahid, Alicia d'ANjou, Manuel Graña
:Energy demands of diverse spiking cells from the neocortex, hippocampus and thalamus
: Frontiers in Computational Neuroscience (2014) 8:41 [http://journal.frontiersin.org/Journal/10.3389/fncom.2014.00041/abstract]
: DOI: 10.3389/fncom.2014.00041
: JCR (2013) 2.233 (Q1 MCB, Q2 neurosciences)

;Iker Mesa, Eider Sanchez, Carlos Toro, Javier Diaz, Arkaitz Artetxe, Manuel Graña, Frank Guijarro, Cesar Martinez, Jose Manuel Jimenez, Shabs Rajasekharan, Jose Antonio Alarcon, Alessandro De Mauro.
:Design and Development of a Mobile Cardiac Rehabilitation System
:Cybernetics and Systems: An International Journal, Volume 45 Issue 2 (2014), pp 92-108 [http://www.tandfonline.com/doi/full/10.1080/01969722.2014.874804#.UyF23OCEl48]
:JCR (2012): 0.973 (Q3 CSC) (2013) 0.507 (2014) 0.840

;Israel Rebollo-Ruiz and Manuel Graña
:An empirical evaluation of Gravitational Swarm Intelligence for Graph Coloring algorithm
: Neurocomputing Volume 132, 20 May 2014, Pages 79–84 [http://www.sciencedirect.com/science/article/pii/S0925231213011041]
: JCR (2011) 1.580 (Q2 CSAI) 2013 2.005 (Q1 CSAI)

;Rosalia Dacosta-Aguayo; Manuel Graña; Marina Fernandez-Andujar; Elena López-Cancio; Cynthia Cáceres; Nuria Bargallo; Maite Barrios; Imma Clemente; Antoni Dávalos; Auer Tibor; Maria Mataró
:Structural integrity of the contralesional hemisphere predicts cognitive impairment in ischemic stroke at three months
: PLosONe January 2014 | Volume 9 | Issue 1 | e86119 [http://www.plosone.org/article/info%3Adoi%2F10.1371%2Fjournal.pone.0086119]
: JCR (2012) 3.730, (Q1 mult. sciences) (2013) 3.534 (Q1 mult. sci.) (2014) 3.234

; Ramon Moreno, Francesco Corona, Amaury Lendasse, Manuel Grana and Lenio Galvao
: Extreme Learning Machines for Soybean classiﬁcation in remote sensing Hyperspectral Images
: Neurocomputing Volume 128, 27 March 2014, Pages 207–216 [http://dx.doi.org/10.1016/j.neucom.2013.03.057]
: JCR (2012) 1.634 (T1, Q2 CSAI) 2013 2.005 (Q1 CSAI)

; Darya Chyzhyk, Alexandre Savio, Manuel Graña,
: Evolutionary ELM wrapper feature selection for Alzheimer's disease CAD on anatomical brain MRI [http://www.sciencedirect.com/science/article/pii/S0925231213010096 pdf]
: Neurocomputing, Volume 128, 27 March 2014, Pages 73-80,
: ISSN 0925-2312, http://dx.doi.org/10.1016/j.neucom.2013.01.065.
: JCR (2012) 1.634 (T1, Q2 CSAI) 2013 2.005 (Q1 CSAI)

;Josu Maiora; Borja Ayerdi; Manuel Graña
: Random forest active learning for AAA thrombus segmentation in computed tomography angiography images
: Neurocomputing Volume 126, 27 February 2014, Pages 71–77 [http://www.sciencedirect.com/science/article/pii/S0925231213006978]
: (2011) JCR 1.580 (Q2 CSAI) 2013 2.005 (Q1 CSAI)

;Michal Wozniak,, Manuel Graña, Emilio Corchado,
: A Survey of Multiple Classifier System as Hybrid Systems
: Information Fusion Volume 16, March 2014, Pages 3–17 [http://www.sciencedirect.com/science/article/pii/S156625351300047X]
: JCR (2011) 1.467 (Q2 CSAI, Q1 CSTM) (2012) 2.262 (Q1 CSAI, Q1 CSTM) (2013) 3.472 (2014) 3.681

; Michal Wozniak, Emilio Corchado, Manuel Graña
:Guest Editorial: Hybrid Intelligent Fusion Systems
: Information Fusion Volume 16, March 2014, Pages 2
: (2011) JCR 1.467 (Q1 CSTM, Q2 CSAI) (2012) 2.262 (Q1 CSAI, Q1 CSTM) (2013) 3.472 (2014) 3.681

;Carmen Hernández , Leónia Nunes , Domingos Lopes , Manuel Graña
:Data Fusion for high spatial resolution LAI estimation
:Information Fusion Volume 16, March 2014, Pages 59–67 [http://www.sciencedirect.com/science/article/pii/S1566253512000395]
: JCR (2010) 1.621 (2011) 1.467 (Q1 CSTM, Q2 CSAI) (2012) 2.262 (Q1 CSAI, Q1 CSTM) (2013) 3.472 (2014) 3.681

;B Ayerdi, J Maiora, A d'Anjou, M Graña
:Applications of Hybrid Extreme Rotation Forests for image segmentation
:International Journal of Hybrid Intelligent Systems 11 (1), 13-24

;Noelia Oses, Fadi Dornaika, and Abdelmalik Moujahid
:Image-based delineation and classification of built heritage masonry [http://www.mdpi.com/2072-4292/6/3/1863]`
:Remote Sens. 2014, 6(3), 1863-1889; doi:10.3390/rs6031863

==2013==

;Jose Manuel Lopez-Guede, Borja Fernandez-Gauna and Manuel Grana
:"State-action value modeled by ELM in Reinforcement Learning for Hose Control Problems" ,
: International Journal of Uncertainty Fuzziness and Knowledge-Based Systems 21, supp02, 99-116 [http://www.worldscientific.com/doi/abs/10.1142/S0218488513400199]
: JCR (2011) 1.781 (Q2 CSAI) (2012) 0.886 (Q3 CSAI)

;Miguel A. Veganzonesa, Mihai Datcu, Manuel Graña,
: Further results on dissimilarity spaces for hyperspectral images RF-CBIR
: Pattern Recognition Letters Volume 34, Issue 14, 15 October 2013, Pages 1659-1668 [http://www.sciencedirect.com/science/article/pii/S0167865513002237]
: JCR (2012) 1.266 (CSAI Q2) (2013) 1.062 (Q3 CSAI)

;Israel Rebollo-Ruiz and Manuel Graña Romay
:Swarm Graph Coloring for the identiﬁcation of user groups on ERP logs
: Cybernetics and systems Volume 44, Issue 6-7: 489–504, (2013) [http://www.tandfonline.com/doi/full/10.1080/01969722.2013.803891#.UhuA7Ra5fyI]
: JCR 2012 0.973 (Q3 CSC) 2013 0.507 (Q4 CSC)

; Darya Chyzhyk, Borja Ayerdi, Josu Maiora
: Active Learning with Bootstrapped Dendritic Classifier applied to medical image segmentation
: Pattern Recognition Letters 34 (2013), pp. 1602-1608
: DOI: 10.1016/j.patrec.2013.03.024
: JCR (2011) 1.034, 5-Year Impact Factor: 1.724 (JRC) (Q3 CSAI) : JCR (2012) 1.266 (CSAI Q2) (2013) 1.062 (Q3 CSAI)

;Eider Sanchez, Carlos Toro, Arkaitz Artetxe, Manuel Graña, Cesar Sanin, Edward Szczerbicki, Eduardo Carrasco and Frank Guijarro
:Bridging challenges of Clinical Decision Support Systems with a semantic approach . A case study on breast cancer.
: Pattern Recognition Letters 34 (2013), pp. 1758-1768 [http://authors.elsevier.com/sd/article/S016786551300144X]
: JCR (2011) 1.034, 5-Year Impact Factor: 1.724 (JRC) (Q3 CSAI) : JCR (2012) 1.266 (CSAI Q2) (2013) 1.062 (Q3 CSAI)

;Edward Szczerbicki, Manuel Graña, Jorge Posada & Carlos Toro
: CURRENT RESEARCH ADVANCES AND IMPLEMENTATIONS IN SMART KNOWLEDGE-BASED SYSTEMS: PART I
: Cybernetics and Systems 44(2-3):95-97 [http://www.tandfonline.com/doi/full/10.1080/01969722.2013.762247]
: JCR 2011 1.182 (Q2 CSC) (2012) 0.973 (Q3 CSC) 2013 0.507 (Q4 CSC)

;Edward Szczerbicki, Manuel Graña, Jorge Posada & Carlos Toro
: CURRENT RESEARCH ADVANCES AND IMPLEMENTATIONS IN SMART KNOWLEDGE-BASED SYSTEMS: PART II
: Cybernetics and Systems 44(2-3):184-186[http://www.tandfonline.com/doi/full/10.1080/01969722.2013.762254]
: JCR 2011 1.182 (Q2 CSC) (2012) 0.973 (Q3 CSC) 2013 0.507 (Q4 CSC)

;Iñigo Barandiaran, Manuel Graña, Marcos Nieto
:An Empirical Evaluation of Interest Point Detectors
:Cybernetics and Systems 44(2-3):98-117 [http://www.tandfonline.com/doi/abs/10.1080/01969722.2013.762232]
: JCR 2011 1.182 (Q2 CSC) (2012) 0.973 (Q3 CSC) 2013 0.507 (Q4 CSC)

;Arkaitz Artetxe, Eider Sanchez, Carlos Toro, Cesar Sanin, Edward Szczerbick, Manuel Graña, Jorge Posada
: Impact of Reflexive Ontologies in Semantic Clinical Decision Support Systems [http://www.tandfonline.com/doi/full/10.1080/01969722.2013.762256]
:Cybernetics and Systems 44(2-3):187-203 [http://www.tandfonline.com/doi/abs/10.1080/01969722.2013.762232]
: JCR 2011 1.182 (Q2 CSC) (2012) 0.973 (Q3 CSC) 2013 0.507 (Q4 CSC)

;Borja Fernandez-Gauna; Ion Marques; Manuel Graña
:Undesired State-Action Prediction in Multi-Agent Reinforcement Learning. Application to Multicomponent Robotic System control
: Information Sciences (2013) 232:309–324 [http://www.sciencedirect.com/science/article/pii/S0020025513000133]
: (2011) JCR 2.833 (Q1 CSIS) (2012) 3.643 (Q1 CSIS) (2013) 3.893

;Maite Termenon, Manuel Grana, Barros-Loscertales Alfonso and Cesar Avila
:"Extreme Learning Machines for feature selection and classification of cocaine dependent patients on structural MRI data " ,
: Neural Processing Letters December 2013, Volume 38, Issue 3, pp 375-387 [http://link.springer.com/article/10.1007/s11063-013-9277-x]
: JCR (2012) 1.240 (Q2 CSAI) 2013 1.237 (Q2 CSAI)

;M. Termenon, M. Graña, A. Besga, J. Echeveste, A. Gonzalez-Pinto
:Lattice Independent Component Analysis feature selection on Diﬀusion Weighted Imaging for Alzheimer’s Disease Classiﬁcation
: Neurocomputing (2013) Volume 114, 19 August 2013, Pages 132–141 [http://dx.doi.org/10.1016/j.neucom.2012.08.044]
: JCR (2011) 1.580: (Q2 CSAI) (2012) 1.634 (T1, Q2 CSAI)

;Eloy Irigoyen, , Gorka Miñano
:A NARX neural network model for enhancing cardiovascular rehabilitation therapies
: Neurocomputing (2013) 109(3):9–15
: JCR (2010) 1.442 (2011) 1.580 (Q2 CSAI) (2012) 1.634 (T1, Q2 CSAI) 2013 2.005 (Q1 CSAI)

;Ion Marques, Manuel Graña
: Fusion of lattice independent and linear features improving face identification
: Neurocomputing Volume 114, 19 August 2013, Pages 80–85
: JCR (2011) 1.580 : (Q2 CSAI) (2012) 1.634 (T1, Q2 CSAI) 2013 2.005 (Q1 CSAI)

; M. Graña, A.I Gonzalez-Acuña
: Learning Parsimonious Dendritic Classifiers
: Neurocomputing (2013) 109(3):3–8 [http://dx.doi.org/10.1016/j.neucom.2012.03.025] [http://www.sciencedirect.com/science/article/pii/S0925231212006765]
: JCR (2010) 1.442 (2011) 1.580 (Q2 CSAI) (2012) 1.634 (T1, Q2 CSAI) 2013 2.005 (Q1 CSAI)

; Alexandre Savio, Manuel Graña
: Deformation Based Feature Selection for Computer Aided Diagnosis of Alzheimer's Disease
: Expert Systems With Applications 40 (2013), pp. 1619-1628 [http://dx.doi.org/10.1016/j.eswa.2012.09.009]
: JCR (2011) 2.203 (Q1 in CSAI) (2012) (Q2 CSAI, Q1 EEE, Q1 ORMS) (2013) 1.965 (Q1 CSAI, Q2 EEE, Q1 ORMS)

; F. Dornaika, A. Moujahid, and B. Raducanu
: Facial expression recognition using tracked facial actions: Classifier performance analysis
: Engineering Applications of Artificial Intelligence 26(1), pp.467-477 (2013).
: 5-Year Impact Factor: 1.844

;Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Manuel Graña
:Transfer Learning with Partially Constrained Models: application to reinforcement learning of linked multicomponent robot system control
: Robotics and Autonomous Systems 61 (7) (2013):694–703 [http://dx.doi.org/10.1016/j.robot.2012.07.020]
: JCR (2011) 1.056 (Q2 ACS, Q3 CSAI, Q3 Rob.) (2012) 1.156 (Q3 ACS, Q3 CSAI, Q2 Robotics) (2013) 1.105 (Q3 ACS, Q3 CSAI, Q3 Robotics)

; Manuel Graña, Adrian Agreda
:Trust models and applications in communication and multi-agent systems
: International Journal of Knowledge-based and Intelligent Engineering Systems 17 (2013) 187–193

;Diego Acosta · John Congote · Iñigo Barandiaran · Oscar Ruiz · Alejandro Hoyos · Manuel Graña
:Tuning of Adaptive Weight Depth Map Generation Algorithms Exploratory Data Analysis and Design of Computer Experiments (DOCE)
:Journal of Mathematical Imaging and Vision 47:3-12 [http://www.springer.com/alert/urltracking.do?id=Lcb6681Ma53e73Sa]
: JCR (2011) 1.391 (Q2 CSAI, Q1 CSSE, Q1 MA) (2012) 1.767 (Q2 CSAI, Q1 CSSE, Q1 MA) (2013) 2.330 (Q1 CSAI, Q1 CSSE, Q1 MA)

;Bosaghzadeh, A., Moujahid, A., & Dornaika, F.
:Parameterless local discriminant embedding.
:Neural Processing Letters August 2013, Volume 38, Issue 1, pp 53-67
: JCR (2012) 1.240 2013 1.237 (Q2 CSAI)

== 2012 ==

;Jose Manuel Lopez-Guede, Borja Fernadez-Gauna, Manuel Graña, Fernando Oterino and Jesus Maria Larrañaga
:Effect of the Lambda Parameter in Dynamic Matrix Controllers Performance
: Journal of Computer and Information Technology Vol.2, No.2, pp. 81-88

;A. Moujahid, A. D'Anjou
:Metabolic efficiency with fast spiking in the squid axon
: Front. Comput. Neurosci. 6:95. doi: 10.3389/fncom.2012.00095 [http://www.frontiersin.org/Computational_Neuroscience/10.3389/fncom.2012.00095/abstract]
: 5-Year Impact Factor: 2.147

;R. Moreno , D. M. Ramik , M. Graña , and K. Madani
:Image Segmentation on the Spherical Coordinate Representation of the RGB Color Space [http://ieeexplore.ieee.org/xpl/articleDetails.jsp?reload=true&arnumber=6407287]
:IET Image Processing 6(9):1275 - 1283
: jCR (2010) 0.862 (2011) 0.639 (Q3 EEE) (2012) 0.895 (Q3 EEE)

; A. Moujahid, A. D'Anjou, B. Cases
: Community structure in real-world networks from a non-parametrical synchronization-based dynamical approach.
: Chaos, Solitons and Fractals: the interdisciplinary journal of Nonlinear Science, and Nonequilibrium and Complex Phenomena
: Volume 45, Issues 9–10, September–October 2012, Pages 1171–1179
: JCR 5-Year Impact Factor: 1.41

; A. Besga, M. Termenon, M. Graña, J. Echeveste, J. M. Perez, A. Gonzalez-Pinto
: "Discovering Alzheimer's disease and bipolar disorder white matter effects building computer aided diagnostic systems on brain diffusion tensor imaging features" [http://www.sciencedirect.com/science/article/pii/S0304394012006799].
: '''Neuroscience Letters''', Volume 520, Issue 1, 27 June 2012, Pages 71–76.
: JCR (2011) 2.105 (Q3 Neurosciences) (2012) 2.026 (Q3 Neurosciences)

;Manuel Graña, Miguel A. Veganzones
: [http://www.sciencedirect.com/science/article/pii/S0031320312001483 "An Endmember-based distance for content based hyperspectral image retrieval."]
: Pattern Recognition 49(9), pp 3472-3489. September 2012. [http://dx.doi.org/10.1016/j.patcog.2012.03.015 doi]
: JCR (2010) 2.607 (2011) 2.292 (Q1 CSAI, Q1 EEE) (2012) 2.632

;Ion Marques, Manuel Graña
:Face recognition with Lattice Independent Component Analysis and Extreme Learning Machines
: Soft Computing, 2012,Volume 16, Issue 9, pp 1525-1537 [http://dx.doi.org/10.1007/s00500-012-0826-4 DOI]
: JCR (2010) 1.512 (2011) 1.880 (Q2 CSAI, Q1 CSIA) (2012) 1.124 (Q3 CSAI, Q3 CSIA)

; Israel Rebollo, Manuel Graña, Blanca Cases
:On the eﬀect of spatial percolation on the convergence of Graph Coloring Boid Swarm
: Int. Journal on Artificial Intelligence Tools (2012) 21(6): 1250015 [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/87/IJAIT-convergence-percolation-boids-2010-12-26-submitted.zip] [http://www.worldscientific.com/doi/abs/10.1142/S0218213012500157]
: JCR (2010) 0.330 (2011) 0.217 (2012) 0.250 (Q4 CSAI, Q4 CSIA)

; Jbabdi S, Sotiropoulos SN, Savio AM, Graña M, Behrens TE
: Model-based analysis of multi-shell diffusion MR data for tractography: How to get over fitting problems
: Magnetic Resonance in Medicine (2012) 68(6):1846-1855 [http://onlinelibrary.wiley.com/doi/10.1002/mrm.24204/abstract]
: ISSN 0740-3194
: JCR (2010): 3.268 (2011) 2.964 (2012) 3.267 (Q1 RNMMI)

;Jose Manuel Lopez-Guede, Borja Fernandez-Gauna, Manuel Graña, Ekaitz Zulueta
: Improving the control of single robot hose transport
: Cybernetics and Systems: An International Journal, 2012, 43:4, 261-275
: JCR (2010) 0.662 (2011) 1.182 (Q2 CSC)

;Darya Chyzhyk, Manuel Graña, Alexandre Savio, Josu Maiora
:Hybrid Dendritic Computing with Kernel-LICA applied to Alzheimer’s Disease detection in MRI. [[media: Chyzhyk-Grana_Neurocomputing_2012.pdf|PDF]]
: Neurocomputing, 2012, Volumen 75, issue 1, pp. 72-77
: [http://dx.doi.org/10.1016/j.neucom.2011.02.024 DOI]
: ISSN 0925-2312
: ISI JCR (2006) 0.860, (2007) 0.865, (2008) 1.234 (2009) 1.440 (2010) 1.429

; Emilio Corchado, Manuel Graña, Michal Wozniak
: Neurocomputing January 2012, Volume 75, Issue 1, pp. 61-63
: editorial New trends and applications on hybrid artificial intelligence systems [http://www.sciencedirect.com/science/article/pii/S0925231211004206]
: JCR (2010) 1.429, : (2011) JCR 1.580 (Q2 CSAI)

;Miguel A. Veganzones and Manuel Graña
:[http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6169956&contentType=Journals+%26+Magazines&queryText%3Dspectral+spatial+cbir "A spectral/spatial CBIR system for hyperspectral images."]
: IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing 5(2), pp 488-500. April 2012.
: JCR (2010) 1.140 (2011) 1.489 (2012) 2.874 (Q2 GP, Q1 ISPT, Q1 RS)

;Manuel Graña and Miguel A. Veganzones
:[http://asp.eurasipjournals.com/content/2012/1/64 "Endmember induction by Lattice Associative Memories and Multi-Objective Genetic Algorithms."]
: EURASIP Journal on Advances in Signal Processing 2012, nº. 1 (marzo 13, 2012): 64. [http://www.biomedcentral.com/content/qcpdf/1687-6180-2012-64.pdf pdf]
:JCR (2010) 1.012 (2011) 0.811 (2012) 0.807 (Q3 EEE)

;Maite Termenon, Manuel Graña
:A two stage sequential ensemble applied to the classification of Alzheimer's Disease based on MRI features [http://www.springerlink.com/content/x74212k073375777/]
: Neural Processing Letters (2012) 35(1): 1-12
: JCR (2010) 1.088 (2012) 1.240 (Q2 CSAI)

;Ivan Macia, Manuel Graña; Celine Paloc,
: Knowledge Management in Image-based Analysis of Blood Vessel Structures
:Knowledge and Information Systems 30(2) (2012):457-491 [http://www.springerlink.com/content/l747p10765858h1j/]
: JCR Impact factor (2009) 2.211 (2010) 2.000 (2011) 2.225

;Andoni Beristain, Manuel Graña, Ana I. Gonzalez
:A Pruning Algorithm for Stable Voronoi Skeletons
: Journal of Mathematical Imaging and Vision (2012) 42:225–237
: JCR (2009) 1.437 (2010) 1.244 (2011) 1.391 (Q2 CSAI, Q1 CSSE, Q1 MA) (2012) 1.767

;Z. Echegoyen, J.M. Lopez-Guede, B. Fernandez-Gauna and M. Graña
: Visual Servoing of Legged Robots
: Journal of Mathematical Imaging and Vision 42(2) (2012): 196-211 [http://www.springerlink.com/content/c4x1r11188l31083/ doi]
: JCR (2009) 1.437 (2010) 1.244 : (2011) 1.391 (Q2 CSAI, Q1 CSSE, Q1 MA) (2012) 1.767

;Peter Sussner, Estevão L.Esmi, Ivan Villaverde, Manuel Graña
:The Kosko Subsethood FAM: Mathematical Background, Properties, and Some Experimental Results in Computer Vision
: Journal of Mathematical Imaging and Vision (2012) 42:134–149
: JCR (2009) 1.437 (2010) 1.244 : (2011) 1.391 (Q2 CSAI, Q1 CSSE, Q1 MA) (2012) 1.767

;Manuel Graña, Emilio Corchado, Michal Wozniak
:Special Issue on Hybrid Artificial Intelligent Systems
: Journal of Mathematical Imaging and Vision: Volume 42, Issue 2 (2012), Page 101-102 [http://www.springerlink.com/content/457024354t87u21u/ doi]
: JCR (2009) 1.437 (2010) 1.244 : (2011) 1.391 (Q2 CSAI, Q1 CSSE, Q1 MA) (2012) 1.767

;Barroso, N., López de Ipiña, K., Hernández C., Ezeiza A. & Graña M. (2011).
:Experiments for the selection of sub-word units in the Basque context for semantic tasks,
:International Journal of Speech Technology, March 2012, Volume 15, Issue 1, pp 49-56
: DOI 10.1007/s10772-011-9109-1

;Barroso, N., López de Ipiña, K., Hernández C., Ezeiza A. & Graña M. (2011)
:Semantic Speech Recognition in the Basque context Part I: Cross-lingual approaches,
:International Journal of Speech Technology, March 2012, Volume 15, Issue 1, pp 33-40
: DOI 10.1007/s10772-011-9111-7

;Barroso, N., López de Ipiña, K., Hernández C., Ezeiza A. & Graña M. (2011).
:Semantic Speech Recognition in the Basque context Part II: Language Identification for under-resourced languages,
:International Journal of Speech Technology, March 2012, Volume 15, Issue 1, pp 41-47
: DOI 10.1007/s10772-011-9114-4

;Juan José Valera García Vicente Gómez Garay, Eloy Irigoyen Gordo, Fernando Artaza Fano, Mikel Larrea Sukia
:Intelligent Multi-Objective Nonlinear Model Predictive Control (iMO-NMPC): Towards the ‘on-line’ optimization of highly complex control problems
:Expert Systems with Applications, Volume 39, Issue 7, 1 June 2012, Pages 6527–6540
: JCR (2010) 1.924

;Carlos Toro, Eider Sanchez, Eduardo Carrasco, Leonardo Mancilla-Amaya, Cesar Sanín, Edward Szczerbicki, Manuel Graña, Patricia Bonachela, Carlos Parra, Gloria Bueno, Frank Guijarro
:USING SET OF EXPERIENCE KNOWLEDGE STRUCTURE TO EXTEND A RULE SET OF CLINICAL DECISION SUPPORT SYSTEM FOR ALZHEIMER'S DISEASE DIAGNOSIS [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/465/ToroSanchez2012.pdf]
:Cybernetics and Systems: An International Journal, 2012. Volume 43, Issue 2, pp 81-95 [http://www.tandfonline.com/doi/abs/10.1080/01969722.2012.654070 doi]
:JCR (2010) 0.662 (2011) 1.182 (Q2 CSC)

Carlos Toro, Javier Vaquero, Manuel Graña, Cesar Sanín, Edward Szczerbicki & Jorge Posada
:BUILDING DOMAIN ONTOLOGIES FROM ENGINEERING STANDARDS [http://www.tandfonline.com/doi/full/10.1080/01969722.2012.654073#.VDGS9ufhpiU]
;Cybernetics and Systems 2012, 43(2): 114-126
:JCR (2010) 0.662 (2011) 1.182 (Q2 CSC) (2012) 0.973

;Blanca Cases, Israel Rebollo, Manuel Graña
:A Spatial-social-logical model explaining human behavior in emergency situations
: Logic Journal of the IGPL 20(3):625-633
: Indice de impacto JCR(2009) 0.320 (2010) 0.458 (2011) 0.913 (2012) 1.136 (Q1 Logic, Q1 Mathematics, Q2 MA)

;Josune Gallego, Carmen Hernandez, Manuel Graña
:A Morphological Cellular Automata based on Morphological Independence
: Logic Journal of the IGPL 20(3):617-624
: Indice de impacto JCR(2009) 0.320 (2010) 0.458 (2011) 0.913 (2012) 1.136 (Q1 Logic, Q1 Mathematics, Q2 MA)

; Manuel Graña, Emilio Corchado, Michal Wozniak
:Special issue: HAIS 2010
: Logic Journal of the IGPL 20(3):533-534
: doi: 10.1093/jigpal/jzr001 [http://jigpal.oxfordjournals.org/content/early/2011/02/24/jigpal.jzr001.full.pdf]
: Indice de impacto JCR(2009) 0.320 (2010) 0.458 (2011) 0.913 (2012) 1.136 (Q1 Logic, Q1 Mathematics, Q2 MA)

;G. García, J. Maiora A. Tapia, M. De Blas
:Evaluation of Texture for Classification of Abdominal Aortic Aneurysm After Endovascular Repair
:Journal of Digital Imaging 25(3):369-376
:(ISI JCR 0.96) (2011) 1.255 (Q3 RNMMI)

; Manuel Graña, Ivan Villaverde, Jose Manuel Lopez-Guede, Borja Fernandez-Gauna
: Lattice Independent Component Analysis for Appearance Based Mobile Robot Localization
: Neural Computing and applications, 21(5) (2012): 1031-1042
: Indice de impacto JCR (2009) 0.812 (2010) 0.563 (2011) 0.699 (Q3 CSAI) (2012) (Q3 CSAI) (2012) 1.168

==2011==

; Josu Maiora, Manuel Graña
: A computer aided diagnostic system for survival analysis after EVAR treatment
: Journal of Medical Informatics & Technologies, (2011) 18:51-58

;Ivan Macia; Manuel Graña; Josu Maiora; Celine Paloc; Mariano de Blas
:Detection of Type II Endoleaks in Abdominal Aortic Aneurysms After Endovascular Repair
:Computers in Biology and Medicine 41(10): 871-880 [http://dx.doi.org/10.1016/j.compbiomed.2011.07.005]
: ISI Impact JCR (2009) 1.269 (2010) 1.112 (2011) 1.089 (Q3 B, Q3 CSIA, Q3 EB, Q4 MCB)

;M. Graña, M. Termenon, A. Savio, A. Gonzalez-Pinto, J. Echeveste, J. M. Pérez, A. Besga
:Computer Aided Diagnosis system for Alzheimer Disease using brain Diffusion Tensor Imaging features selected by Pearson’s correlation
:Neuroscience letters,Volume 502, Issue 3, 20 September 2011, Pages 225-229 [http://dx.doi.org/10.1016/j.neulet.2011.07.049 on line]
: Indice de impacto JCR (2010) 2.055 (2011) 2.105 (Q3 Neurosciences)

; Manuel Graña, Borja Fernandez-Gauna, Jose Manuel Lopez-Guede
:Cooperative Multi-Agent Reinforcement Learning for Multi-Component Robotic Systems: guidelines for future research
: Paladyn . Journal of Behavioral Robotics. [http://www.editorialmanager.com/paladyn/mainpage.html] 2(2):71-81 [[media:Draft-2011-07-01-Paladyn.MARLReview.Grana.Borja.pdf|draft]]

;A. Moujahid, A. d' Anjou, F. J. Torrealdea, and F. Torrealdea
:Energy and information in Hodgkin-Huxley neurons
:Phys. Rev. E 83, 031912 (2011)
:Impact Factor: 2.400

;A. Moujahid, A. d' Anjou, F. J. Torrealdea, and F. Torrealdea
:Efficient synchronization of structurally adaptive coupled Hindmarsh-Rose neurons
:Chaos, Solitons and Fractals: the interdisciplinary journal of Nonlinear Science, and Nonequilibrium and Complex Phenomena, DOI:10.1016/j.chaos.2011.07.005 (2011)
:Impact Factor: 1.72

; Alexandre Savio; Maria T Garcia-Sebastian; Darya Chyzhyk; Carmen Hernandez; Manuel Graña; Andone Sistiaga; Adolfo Lopez de Munain; Jorge Villanua
: Neurocognitive disorder detection based on Feature Vectors extracted from VBM analysis of structural MRI
: Computers in Biology and Medicine 41 (2011), pp. 600-610 [http://dx.doi.org/10.1016/j.compbiomed.2011.05.010 DOI]
: ISI Impact JCR (2009) 1.269 (2010) 1.112 (2011) 1.089 (Q3 B, Q3 CSIA, Q3 EB, Q4 MCB)

;Borja Fernandez-Gauna, Jose Manuel Lopez Guede, Ekaitz Zulueta, Zelmar Echegoyen, Manuel Graña
: Basic Results and Experiments on Robotic Multi-Agent System for Hose Deployment and Transportation
: International Journal of Artificial Intelligence (IJAI) 6(S11):183-202 [http://www.ceserp.com/cp-jour/index.php?journal=ijai&page=article&op=view&path%5B%5D=923]

;Ramón Moreno, Manuel Graña, Alicia d’Anjou
:Illumination Source Chromaticity Estimation Based on Spherical Coordinates in RGB
: Electronics letters, (2011) 47(1):28–30 [http://dx.doi.org/10.1049/el.2010.2735 DOI]
: An implementation can be found in [[Illumination Source Chromaticity Estimation (ISC)]]
: ISI JCR (2009) 0.970

;Manuel Graña, Darya Chyzhyk, Maite García-Sebastián, Carmen Hernández
:Lattice Independent Component Analysis for functional Magnetic Resonance Imaging [[media:LICA-inf-sciences-marzo-2010.pdf|DRAFT]]
: Information Sciences 181 (2011), pp. 1910-1928
:Impact factor JCR (2008): 3.095 (2009) 3.291 (2010) 2.836 (2011) 2.833 (Q1 CSIS) (2012) 3.643 (Q1 CSIS)
: [http://dx.doi.org/10.1016/j.ins.2010.09.023 DOI]

;Javier Vaquero, Carlos Toro, Manuel Graña
: Preserving Virtual Engineering Knowledge thorough the Product Life Cycle
: Cybernetics & Systems 42 (2): 124-138.
: ISSN: 0196-9722 (Print), 1087-6553 (Online), Taylor and Francis publishers (2011)
: ISI JCR (2009) 0.780 (2010) 0.662 (2011) 1.182 (Q2 CSC)
: [[media:Draft jvaquero 2010.pdf|draft of the paper]]

; Ivan Villaverde, Manuel Graña
:Neuro-Evolutionary mobile robot egomotion estimation with a 3D ToF camera
: Neural Computing and applications 20(3): 345-354, [http://dx.doi.org/10.1007/s00521-010-0384-6 DOI]
: ISI JCR (2008) 0.767 (2009) 0.812 (2010) 0.563 (2011) 0.699 (Q3 CSAI)

==2010==

; Miguel Angel Veganzones, Leonia Nunes, Domingos Lopes, Carmen Hernández and Manuel Graña
: Implementation of an user-friendly interface of the Forest-BGC model for regional/global-scale researches
: [http://www.inrb.pt/inia/silva-lusitana SILVA LUSITANA], Año XVIII, December 2010.
: Instituto Nacional de Investigaçao Agraria (Eds.); Portugal.
: ISSN 0870-6352.

;Borja Fernandez-Gauna, Jose Manuel Lopez-Guede, Ekaitz Zulueta, Manuel Graña
:Learning hose transport control with Q-learning
: Neural Network World 20(7):913-923 [http://www.nnw.cz/obsahy10.html]
: ISI JCR 2009: 0.475 (2010) 0.511

;Alexandre Savio, Juliette Charpentier, Maite Termenón, Ann K. Shinn, Manuel Graña
:Neural classifiers for schizophrenia diagnostic support on diffusion imaging data
: Neural Network World 20(7):935-949 [http://www.nnw.cz/obsahy10.html]
: ISI JCR 2009: 0.475 (2010) 0.511 (2011) 0.646 (Q4 CSAI)

;E. Irigoyen, M. Larrea, J. Valera, V. Gómez, F. Artaza
:A Neuro‐Genetic Control Scheme application for industrial R^3 workspaces
: Neural Network World 20(7):811-824 [http://www.nnw.cz/obsahy10.html]
: ISI JCR 2009: 0.475 (2010) 0.511

;Maiora, J., Garcia, G., Tapia, A., Macia, I., Legarreta, J.H., Paloc, C., De Blas, M. & Grana, M.
:Thrombus Change Detection After Endovascular Abdominal Aortic Aneurysm Repair
:International Journal of Computer Assisted Radiology and Surgery
:Springer-Verlag, 2010, Vol. 5 (Suppl 1), pp. S15
: IF JCR (2011) 1.481

; Iñigo Barandiaran, Celine Paloc, Manuel Graña
:Real-time Optical Markerless Tracking for Augmented Reality Applications
:J Real-Time Image Processing 5(2):129-138 [http://www.springerlink.com/content/1861-8200], doi [http://www.springerlink.com/content/x281360862565132/]
: Impact factor JCR (2010): 0.962 (2011) 1.020 (Q3 CSAI, Q3 EEE, Q2 ISPT)

;Z. Echegoyen, I. Villaverde, R. Moreno, M. Graña, A. d’Anjou
:Linked Multi-Component Mobile Robots: modeling, simulation and control
: Robotics and Autonomous Systems 58(12) : 1292-1305
:Impact Factor (2008): 1.214 (2009) 1.361 (2010) 1.313
: DOI [http://dx.doi.org/10.1016/j.robot.2010.08.008]

; Ramón Moreno, Manuel Graña, Ekaitz Zulueta
:An RGB Color Gradient following Color Constancy Preservation
: Electronics Letters 46(13): 908--910
: ISI JCR (2009) 0.970 (2010) 1.001

;Richard J Duro; Manuel Graña Romay; Javier de Lope Asiain,
:On the Potential Contributions of Hybrid Intelligent Approaches to Multicomponent Robotic System Development [[media:14-04-09-Hais2008-Duro.pdf|draft]]
: Information Sciences 180 (14):2635-2648
: DOI [http://dx.doi.org/10.1016/j.ins.2010.02.005]
: Impact factor JCR (2008): 3.095 (2009) 3.291 (2010) 2.833

; Andoni Beristain, Manuel Graña
: A pruning algorithm for Voronoi Skeletons
: Electronics Letters 46(1):39-41
:ISI JCR (2008) 1.140 (2009) 0.970 (2010) 1.001

;Manuel Graña, Alexandre M. Savio, Maite García-Sebastián, Elsa Fernández.
:A Lattice Computing approach for On-line fMRI analysis,
:Image and Vision Computing 28(7):1155-1161, July 2010,
: DOI http://dx.doi.org/10.1016/j.imavis.2009.10.004
:ISI JCR (2008) 1.496 (2009) 1.474 (2010) 1.525

==2009==

;Francisco J. Torrealdea, Cecilia Sarasola, Alicia d’Anjou, Abdelmalik Moujahid, N. Vélez de Mendizábal
:Energy efficiency of information transmission by electrically coupled neurons
:Biosystems, Volume 97, Issue 1, July 2009, Pages 60-71
:Impact factor: 1.646

;Francisco J. Torrealdea, Cecilia Sarasola, Alicia d’Anjou
:Energy consumption and information transmission in model neurons
:Chaos, Solitons & Fractals, Volume 40, Issue 1, 15 April 2009, Pages 60-68
:Impact factor: 3.025 (2009) 3.315

;Maite García-Sebastián, Ana Isabel González, Manuel Graña
:An Adaptive Field Rule for Non-parametric MRI Intensity Inhomogeneity Estimation Algorithm [http://dx.doi.org/10.1016/j.neucom.2008.12.034]
:Neurocomputing 72 (2009) 3556–3569
:DOI: doi:10.1016/j.neucom.2008.12.034
: ISI JCR (2006) 0.860, (2007) 0.865, (2008) 1.234 (2009) 1.440
:JCR (2008) 1.234

;Abdelmalik Moujahid, Blanca Cases, F.J. Olasagasti
:Consensus dynamics in a dolphin social network
:CEUR Workshop Proceedings, vol-442,2 (ISSN 1613-0073)

;Blanca Cases, F.Javier Olasagasti, Abdelmalik Moujahid, Alicia D'Anjou
:Swarm Intelligence: una aplicación a la toma de decisiones colectivas
:CEUR Workshop Proceedings, vol-442,6 (ISSN 1613-0073)

;Andoni Beristain, Manuel Graña.
:Emotion Recognition Based on the Analysis of Facial Expressions.
: New Mathematics and Natural Computation (NMNC), 5(2) pp.513-534 (world scientific press [http://www.worldscinet.com/nmnc/nmnc.shtml])

;Manuel Graña, Ivan Villaverde, José Orlando Maldonado, Carmen Hernandez
:Two Lattice Computing approaches for the unsupervised segmentation of Hyperspectral Images
: Neurocomputing, 72(2009):2111–2120
: ISI JCR (2006) 0.860, (2007) 0.865, (2008) 1.234 (2009) 1.440
: DOI 10.1016/j.neucom.2008.06.026

; Manuel Graña
: Special issue on the Lattice Computing and Natural Computing track from JCIS 2007
: Neurocomputing 72:2065–2066
: ISI JCR (2006) 0.860, (2007) 0.865, (2008) 1.234 (2009) 1.440
: DOI http://dx.doi.org/10.1016/j.neucom.2008.11.021

;Maite García-Sebastián, Carmen Hernandez, Alicia d'Anjou
:Robustness of an Adaptive MRI Segmentation Algorithm Parametric Intensity Inhomogeneity Modeling [http://www.sciencedirect.com/science?_ob=ArticleURL&_udi=B6V10-4V59VW3-8&_user=984461&_rdoc=1&_fmt=&_orig=search&_sort=d&view=c&_acct=C000049823&_version=1&_urlVersion=0&_userid=984461&md5=706b7323a65e4074fdf4015bcb1a34d3]
:Neurocomputing 72 (2009) 2146-2152. [[BibTeX]]
: ISI JCR (2006) 0.860, (2007) 0.865, (2008) 1.234 (2009) 1.440
: DOI 10.1016/j.neucom.2008.07.014

==2008==

;Pablo González-Nalda and Blanca Cases
:Topos: Spiking neural networks for temporal pattern recognition in complex real sounds
:Neurocomputing, (2008) 71(4-6) :721-732
: JCR 2008 1.234 JCR 2009 1.440

;Ivan Villaverde, Zelmar Echegoyen, Manuel Graña
: Neuro-Evolutive system for ego-motion estimation with a 3D camera
: Australian Journal of Intelligent Information Systems, 10(1):59-70
: ISSN 1321-2133

;Israel Rebollo, Manuel Graña
: Aplicaciones de RFID
: Novatica,195:42-46, sept. 2008,

; Jose Orlando Maldonado, Manuel Graña
:Recycled paper visual indexing for quality control
: Expert Systems with Applications, 45(4) pp 8807–8815
: ISI JCR 2007 1.177- 2008 2.596 (Q1 CSAI, Q1 EEE, Q1 ORMS)
: http://dx.doi.org/10.1016/j.eswa.2008.11.023

;Sanin, C., Toro, C., Vaquero, J., Szczerbicki, E. Posada, J.
:Implementing Decisional DNA in Industrial Maintenance by a knowledge SOUPA Extension
: Systems Science, Vol. 33 No. 2:61-68
: ISSN: 0137-1223, Wroclaw, Poland 2008.

;Toro, C ,Sanin, C. / Szczerbicki, E. / Posada, J.
: Reflexive Ontologies: Enhancing Ontologies with self-contained queries
:Cybernetics and Systems: An International Journal, 39: 1–19
:ISSN: 0196-9722 print, 1087-6553 online, USA 2008.
: ISI JCR 2006 0.964

;Eloy Irigoyen, Miguel Pinzolas
:Numerical bounds to assure initial local stability of NARX multilayer perceptrons and radial basis functions
:Neurocomputing, 72; 539-547
:ISSN: 0925-2312
:ISI JCR 2008 1.745
:http://dx.doi.org/10.1016/j.neucom.2007.11.018

==2007==

;Maite Garcia-Sebastián, Elsa Fernandez, M. Graña, Francisco J. Torrealdea
:''A parametric gradient descent MRI intensity inhomogeneity correction algorithm'' (pdf [http://www.sciencedirect.com/science?_ob=ArticleURL&_udi=B6V15-4NT84HV-2&_user=984461&_rdoc=1&_fmt=&_orig=search&_sort=d&_docanchor=&view=c&_searchStrId=940574918&_rerunOrigin=google&_acct=C000049823&_version=1&_urlVersion=0&_userid=984461&md5=112b05574e5ac5481a15297bb531da15])
:Pattern Recognition Letters 28(13):1657-1666
:Indicadores de calidad (Índice de Impacto o similares): JCR (2001, 2005, 2006, 2007) 0.552, 1.138 0.952 0.853

;Ivan Villaverde, Alicia d'Anjou, M. Graña
:''Morphological Neural Networks and Vision Based Simultaneous Localization and Mapping''
:Integrated Computer-Aided Engineering 14(4):355-363
:Indicadores de calidad (Índice de Impacto o similares): JCR 2005 0.444, JCR 2006 0.236, JCR 2007 0.113, JCR 2008 0.617

;Toro, C. / Posada, J / Oyarzun, J / Falcón, J
: Supporting the CAD Structural Design Process with knowledge based tools,
:Journal of Cybernetics and systems,
:ISBN 1087-6553 (electronic) 0196-9722 (paper), Taylor and Francis publishers, 2007.
:Indicadores de calidad (Índice de Impacto o similares): JCR 2005 0.681, JCR 2006 0.964, JCR 2007 0.655

;Sanin, C. / Szczerbicki, E. / Toro, C.
: An OWL Ontology of Set of Experience Knowledge Structure
: Journal of Universal Computer Science , Volume 13, number 2, pages 209-223, 2007

; EKAITZ ZULUETA GUERRERO; PEDRO MARIA IRIONDO BENGOA; JOSE MANUEL LOPEZ GUEDE; Ander Etxeberria
: Entropy Analysis for Stochastic System Control
: INTERNATIONAL JOURNAL OF FACTORY AUTOMATION, ROBOTICS AND SOFT COMPUTING 2(2): 88-92

==2006==

;F.J. Torrealdea, A. d'Anjou, Manuel Graña, C. Sarasola
:''Energy aspects of the synchronization of model neurons''
: Physical Review E 74:011905
:Indicadores de calidad (Índice de Impacto o similares): JCR 2006 2.438

;Toro, C. Posada, J Wundrak, S Stork, A
: Improving Virtual Reality Applications in CAD through Semantics,
:The International Journal of Virtual Reality, 2006, volume 5, Number 4, pages 39-46

;Posada, J. / Wundrak, S. / Toro, C. / Stork, A.
: Using Ontologies and STEP standards for the semantic simplification of CAD models in different engineering domains
: Journal of Applied Ontology, Volume 1, Number 3-4/2006, pp. 263-279

==2005==

; Gurutze Arzamendi, Alicia d'Anjou, Manuel Graña, José R. Leiza, José M. Asua
: ''Model reduction in emulsion polymerization using hybrid first principles/artificial neural networks models 2a Long Chain Branching Kinetics''
: Macromolecular Theory and Simulations 14:125-132
:Indicadores de calidad (Índice de Impacto o similares): JCR 2005 1.544

; C. Sarasola, A. d'Anjou, F.J. Torrealdea, Manuel Graña
: ''Minimization of the energy flow in the synchronization of nonindentical chaotic systems''
: Physical Review E 72:026223
: Indicadores de calidad (Índice de Impacto o similares): JCR 2005 2.418

;C. Sarasola, , A. d'Anjou, F. J. Torrealdea and A. Moujahid
: ''Energy-like functions for some dissipative chaotic systems.''
: Int. J. Bifurcation and Chaos 15(8), 2507-2521
: Indicadores de calidad (Índice de Impacto o similares): JCR 2005 0.845

; A. d'Anjou, C. Sarasola, , F. J. Torrealdea.
: ''On the characterization of different synchronization stages by energy considerations.''
: Journal of Physics: Conference Series, 23, 238–251

;Blanca Cases and Manuel Alfonseca
:Towards a proof of the decidability of the momentary stagnation of the growth function of D0L systems
:Theoretical Computer Science, Volume 341, Issues 1-3, 5 September 2005, Pages 247-262
: Indicadores de calidad (Índice de Impacto o similares): JCR 2005 0.743

;Posada, J. / Wundrak, S. / Toro, C. / Stork, A.
: Using Ontologies and STEP standards for the semantic simplification of CAD models in different engineering domains
: Journal of Applied Ontology, Volume 1, Number 3-4/2006, pp. 263-279

==2004==

; M. Graña, J. Gallego, C. Hernandez
: ''A Single Individual Evolutionary Strategy for Endmember Search in Hyperspectral Images.''
:Information Sciences, Int. J 161(3-4):181-197
:Indicadores de calidad (Índice de Impacto o similares): JCR (2001,2003, 2005) 0.264, 0.447, 0.723

;B. Raducanu, Manuel Graña, F.X. Albizuri, A. d'Anjou
: ''A Probabilistic Hit-and-Miss Tranform for Face Localization''
:Pattern Análisis and Applications 7:117-127
:Indicadores de calidad (Índice de Impacto o similares): JCR 2004 0.803

;Elsa Fernandez, Manuel Graña, Jesús Ruiz-Cabello
: ''On a Gradient Based Evolution Strategy For Parametric Illumination Correction''
:Electronics Letters 40(9):531-532
:Indicadores de calidad (Índice de Impacto o similares): JCR 2004 0.968

;Cecilia Sarasola, Francisco J. Torrealdea, Alicia d'Anjou, A. Moujahid, Manuel Graña
: ''Energy balance in feedback synchronization of chaotic systems''
: Physical review E 69-011606
:Indicadores de calidad (Índice de Impacto o similares): JCR 2004 2.352

==2003==

; F. Xabier Albizuri, Manuel Graña, Bogdan Raducanu
:Statistical transmission delay guarantee for nonreal-time traffic multiplexed with real-time traffic
:Computer Communications 26 (2003) 1365–1375
: Indicadores de calidad, JCR (2005) 0.556 (2009) 0.933

; M. Graña, P. Sussner, G.X. Ritter
: [[media:Grana-sussner-ritter-2003-mathware.pdf|Innovative Applications of Associative Morphological Memories]]
: Mathware & Soft Computing 10(3):155-168
: [http://ic.ugr.es/Mathware/index.php/Mathware/issue/view/6 journal web page]

;A. d'Anjou, F. J. Torrealdea, J.R. Leiza, J.M. Asua, G. Arzamendi
: ''Model reduction in emulsion polymerization using Hybrid First-Principles/Artificial Neural Networks models''
: Macromolecular Theory and Simulation 12:42-56
: indicadores de calidad, JCR (2005) 1.544 (2006) 1.073 (2007) 1.792 (2008) 1.912 (2009) 1.683

; C. Sarasola, F.J. Torrealdea, A. d'Anjou, A. Moujahid and M. Graña
: ''Feedback synchronization of chaotic systems''
: Int. J. Bifurcation and Chaos 13(1):177-191
:Indicadores de calidad (Índice de Impacto o similares): JCR 2003 1.014

;B. Raducanu, M. Graña, F.X. Albizuri
: ''Morphological Scale Spaces and Associative Morphological Memories: Results on Robustness and Practical Applications''
: Journal of Mathematical Imaging and Vision 9(2):113-131
:Indicadores de calidad (Índice de Impacto o similares): JCR (2003, 2005) 0.617,2.197

;C. Sarasola, F.J. Torrealdea, A. d’Anjou, A. Moujahid, M. Graña,
: ''Nonzero error synchronization of chaotic systems via dynamic coupling''
: Physica D 177(1-4):39-49
:Indicadores de calidad (Índice de Impacto o similares): JCR 2002,2003:1.144,1.014

;R. Perez de Alejo, J. Ruiz-Cabello, M. Cortijo, I. Rodriguez, I. Echave, J. Regadera, J. Arrazola, P. Avilés, P. Barreiro, D. Gargallo, M. Graña
: ''Computer- Assisted Enhanced Volumetric Segmentation Magnetic Resonance Imaging Data Using a Mixture of Artificial Neural Networks''
: Magnetic Resonance Imaging 21:901-912
:Indicadores de calidad (Índice de Impacto o similares): JCR 2003 1.420

; JOSE MARIA GONZALEZ DE DURANA GARCIA; TEODORO RICO PASTRANA; EKAITZ ZULUETA GUERRERO
: HYBRID MODELING OF OPEN LOOP DC-DC CONVERTERS.
: FACING 11(2): 41--47

==2002==

;C. Sarasola, F.J. Torrealdea, A. d'Anjou, M. Graña
: ''Cost of synchronizing different chaotic systems''
: Mathematics and Computers in Simulation 58:309-327
:Indicadores de calidad (Índice de Impacto o similares): JCR (2001,2005): 0.253,0.554

; Jesús Ruiz-Cabello, Javier Regadera, Carmen Santisteban, Manuel Graña, Rigoberto Pérez de Alejo, Imanol Echave, Pablo Avilés, Ignacio Rodriguez, Inmaculada Santos, Domingo Gargallo, Manuel Cortijo
: ''Monitoring actute inflammatory processes in the mouse muscle by MR imaging and spectroscopy: a comparision with pathological results''
: NMR in Biomedicine 15:204-214
:Indicadores de calidad (Índice de Impacto o similares): JCR (2002,2005) 2.160, 2.469

==2001==

; B. Raducanu, M. Graña, F.X. Albizuri, A. D'Anjou
: ''Face localization based on the morphological multiscale fingerprints''
: Pattern Recognition Letters 22:359-371
:Indicadores de calidad (Índice de Impacto o similares): JCR (2001, 2005) 0.552, 1.138

;A.I. Gonzalez, M. Graña, J. Ruiz-Cabello, A. d'Anjou
: ''Experimental results of an Evolution-based Adaptation Strategy for VQ Image Filtering'' [[media:IS2001_Evolution_VQfilter.pdf|pdf]]
: Information Sciences, Int. J. 133 (3-4):249-266
:Indicadores de calidad (Índice de Impacto o similares): JCR (2001,2003, 2005) 0.264, 0.447, 0.723

; M.C. Hernandez, F.X Albizuri, A. d'Anjou, M. Graña, F.J. Torrealdea
: ''Efficient solution of MAX-SAT and SAT via higher order Boltzmann Machines''
: Investigacion Operacional 22(1):67-78
:Indicadores de calidad (Índice de Impacto o similares):
:Editorial y Lugar de publicación: Dept. Matematica Aplicada, Fac. Matematica y Computación, Universidad de la Habana

;Israel Rebollo, Manuel Graña y Carmen Hernández
:APLICACION DE ALGORITMOS ESTOCASTICOS DE OPTIMIZACION AL PROBLEMA DE LA DISPOSICION DE OBJETOS NO-CONVEXOS. [[http://rev-inv-ope.univ-paris1.fr/files/22201/IO-22201-11.pdf]]
: Investigacion Operacional 22(2):184-192
:Indicadores de calidad (Índice de Impacto o similares):
:Editorial y Lugar de publicación: Dept. Matematica Aplicada, Fac. Matematica y Computación, Universidad de la Habana

; A. d'Anjou,C. Sarasola, F.J. Torrealdea, R. Orduna, M. Graña
: ''Parameter adaptive identical synchronization disclosing Lorenz chaotic mask''
: Physical Review E E63-046213
:Indicadores de calidad (Índice de Impacto o similares): JCR Science Edition Impact Factor 2.202, (JCR 2002 2.397)

; S. O. Anchorena, B. Cases
: ''Modeling Chaotic Series by Simple Eco-Grammar Systems with Reproduction, Death and Maturation of Agents.''
: Grammars, vol. 6 num. 3, pp. 155-168 (2003)
: EE: http://www.springerlink.com/content/n68251124147700r/

==2000==

;A.I. Gonzalez, M. Graña, F.X. Albizuri, A. D'Anjou, F.J. Torrealdea
: A Near Real-Time Evolution-based Adaptation Strategy for Dynamic Color Quantization of Image Sequences [[media:IS2000_Evolution_CQ_image_sequence.pdf|pdf]]
: Information Sciences, Int. J. 122:161-183
:Indicadores de calidad (Índice de Impacto o similares): JCR (2003, 2005) 0.447, 0.723

;J. Ruiz Cabello, I Rodriguez, P. Avilés, M. Graña, I. Echave, J. Regadera, D. Gargallo, M. Cortijo
: Magnetic resonance imaging to monitor the biology of inflammation
: European Biophysics Journal 29(4-5):363
:Indicadores de calidad (Índice de Impacto o similares): JCR (2001,2005) 1.917,1.811
:ISSN: 0175-7571

;I Rodriguez, M. Graña, I. Echave, P. Barreiro, M. Cortijo, J. Ruiz Cabello
: MR image processing using neural networks and vector quantization
: Magnetic Resonance Materials in Physics, Biology and Medicine (MAGMA) 11 (supl. 1):143
:Indicadores de calidad (Índice de Impacto o similares): JCR 2003 1.836

;F.X. Albizuri, A.I. Gonzalez, M. Graña, A. D'Anjou
: ''Neural learning for distributions on categorical data''[[media:Albizuri2000_Neural_learning.pdf|pdf]]
: Neurocomputing 34:1-9
:Indicadores de calidad (Índice de Impacto o similares): JCR (2001, 2005) 0.534, 0.790

==1999==

;J.A. Lozano, P. Larrañaga, M. Graña, F.X. ALbizuri
: ''Genetic Algorithms: bridging the convergence gap''
: Theoretical Computer Science 229:11-22
: Indicadores de calidad (Índice de Impacto o similares): JCR 2005 0.743

;A.I. Gonzalez, M. Graña, M. Cottrell
: ''Basic competitive neural networks as adaptive mechanisms for non-stationary color quantization'' [[media:Ai-gonzalez-neural-computing-appl-1999.pdf|pdf]]
: Neural Computing and Applications 8: 347-367
: Indicadores de calidad (Índice de Impacto o similares): JCR 2005 0.403

==1998==

; A. I. Gonzalez, M. Graña
: ''Una estrategia evolutiva para clustering no estacionario''
: Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial, 2(5): 68-73

;A. I. Gonzalez, M. Graña, A. D'Anjou, F.X. Albizuri, F.J Torrealdea
: ''A comparison of experimental results with a Evolution Strategy and Competitive Neural Networks for near real-time Color Quantization of image sequences'' [[media:AppInt1998_Evol_CNN_CQ_sequences.pdf|pdf]]
: Applied Intelligence 8 (1): 43-51
:Indicadores de calidad (Índice de Impacto o similares): JCR Science Edition Impact Factor 0.9

==1997==

; M. Graña, A. D´Anjou, F.J. Torrealdea
: User expectations for the intelligent blackboard [[media:M-grana-displays-1997.pdf|pdf]]
: Displays 17 (3-4): 143-146
: Indicadores de calidad (Índice de Impacto o similares): JCR Science Edition Impact Factor: 0.947, JCR 2007 1.179

; A. I. Gonzalez, M. Graña, A. D´Anjou, F.X. Albizuri, M. Cottrell
: A sensitivity analysis of the Self Organizing Map as an Adaptive One-pass Non-stationary Clustering algorithm: the case of Color Quantization of image sequences [[media:NPL1997_SOM_onepass_nonstat_clustering.pdf|pdf]]
: Neural Processing Letters 6: 77-89
:Indicadores de calidad (Índice de Impacto o similares): JCR Science Edition Impact Factor 0.701

; F.X. Albizuri, A. D'Anjou, M. Graña, P. Larrañaga
: Structure of the high-order Boltzmann Machine from Independence Maps
: IEEE trans. Neural Networks 8 (6): 1351-1358
: Indicadores de calidad (Índice de Impacto o similares): JCR Science Edition Impact Factor 2.205

; M. Graña, A. D'Anjou , F.X. Albizuri, M. Hernandez, F. J. Torrealdea, A.I. Gonzalez
: Experiments of fast learning with High Order Boltzmann Machines [[media:Grana-HOBM-appl-int-1997.pdf|pdf]]
: Applied Intelligence 7 (4): 287-303
:Indicadores de calidad (Índice de Impacto o similares): JCR 2005 Science Edition Impact Factor 0.569

==1996==

; F.X. Albizuri, A. D'Anjou , M. Graña,J.A. Lozano
: Convergence properties of High-Order Boltzmann Machines
: Neural Networks 9(9): 1561-1567
: Indicadores de calidad (Índice de Impacto o similares): JCR Science Edition Impact Factor 1.665

;M. Graña, A. D'Anjou , F.X. Albizuri, J.A. Lozano, P. Larrañaga, Y. Yurramendi, M. Hernandez, J.L. Jimenez, F. J. Torrealdea, M. Poza, A.I. Gonzalez
: Experimentos de aprendizaje con Máquinas de Boltzmann de alto orden [[media:Inf-y-automatica-exp-HOBM-96.pdf|draft]]
: Informática y Automática 29(4): 42-57

==1995==

;A. I. González , M. Graña - A. D'Anjou
: An analysis of the GLVQ algorithm [[media:IEEENN95_analysis_GLVQ.pdf|pdf]]
: IEEE Transactions on Neural Netwoks 6 (4): 1012-1016
:Indicadores de calidad (Índice de Impacto o similares): JCR 2005 Science Edition Impact Factor 2.205

; F. X. Albizuri - A. D'Anjou - M. Graña - F. J. Torrealdea - M. C. Hernández
: The high order Boltzmann machine: learned distribution and topology
: IEEE Transactions. on Neural Networks 6 (3): 767-770
:Indicadores de calidad (Índice de Impacto o similares): JCR 2005 Science Edition Impact Factor 2.205

; M. Graña - A. D'Anjou - A. I. González - F. X. Albizuri - M. Cottrell
: Competitive stochastic neural networks for vector quantization of images [[media:Neurocomputing95_CSNN_VQ.pdf|pdf]]
: Neurocomputing 7: 187-195
: Indicadores de calidad (Índice de Impacto o similares): JCR 2005 Science Edition Impact Factor 0.790

==1993==

;Alicia D'Anjou - Manuel Graña - Fco. Javier Torrealdea - Mª Carmen Hernández
: Solving satisfiability via Boltzmann machines [[media:Danjou-pami-1993.pdf|pdf]]
: IEEE Transactions on pattern analysis and machine intelligence, 15:514-521
:Indicadores de calidad (Índice de Impacto o similares): JCR 2005 2.923

==1992==

;Alicia D'Anjou - Manuel Graña - Fco. Javier Torrealdea - Mª Carmen Hernández
: Máquinas de Boltzmann para la resolución del problema de la satisfacibilidad en el cálculo proposicional
: Revista Española de Informática y Automática 24: 40-49

==1987==

;Luis M. Alonso - Manuel Graña
: Formal techniques and concurrent systems
: Communications ACM 30: 752-753
Indicadores de calidad (Índice de Impacto o similares): ISI JCR (2008) 2.646

==1986==

;Manuel Graña - Fco. Javier Torrealdea
: Hierarchically structured Systems [[media:Grana-torrealdaea-1986.zip|scan]] [[media:Grana-torrealdea-1986.pdf|scan compressed]]
: European Journal of Operational Research 25:20-26
Indicadores de calidad ISI JCR: (2008) 1.627,

; Fco. Javier Torrealdea - Manuel Graña - Fernando Ferreres
: A comparison between stochastic and deterministic simulation
: Advances in Modelling and Simulation (AMSE press) 5:15-32
:Indicadores de calidad (Índice de Impacto o similares):

; T. Alvarez - J. J. Dolado - M. Graña - I. Sukia - F. J. Torrealdea
: Una versión de GPSS
: Revista Española de Informática y Automática 19:45-59
: Indicadores de calidad (Índice de Impacto o similares):

==1984==

;Fco. Javier Torrealdea - Manuel Graña
: Some ideas for a history dynamics model.
: Dynamica 10: 103-106 [http://www.systemdynamics.org/dynamica/articles/102/5.pdf]
:Originalmente editada por el Bradford System Dynamics group fue posteriormente asumida por la System Dynamics Society y convertida en la actual The International Journal of System Dynamics, manteniendo los fondos bibliograficos asociados a Dynamica.
: [http://www.systemdynamics.org/conferences/1983/proceed/parallel-vol2/torre913.pdf la publicación en la conferencia de System Dynamics que dió lugar al artículo]

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