Revistas

bib de revistas hasta 2009

aceptados

Igone Morais-Quilez, Manuel Graña, Anna Kaminska-Chuchmala

A review and meta-analysis of emotion recognition from electroencephalographic signals

Cybernetics and Systems

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

JCR IF 4.9

2024

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 [1]

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 [2]

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)[3]

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 [4]

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; [5]

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

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) [6]

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 [7]

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 [8]

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 [9]

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; [10]

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 [11]

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) [12]

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 [13]

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 [14]

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 [15]

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; [16]

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 [17]

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 [18]

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; [19]

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 [20] 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 [21]

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) [22]

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; [23]

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 [24]

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) [25]

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 [26]

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 [27]

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 [28] 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 [29]

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 [30]

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. [31][32]

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 [33]

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 [34]

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; [35]

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 [36]

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 [37]

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 [38]

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) [39]

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) [40] (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 [41]

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 [42]

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 [43]

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. pdf [44]

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 [45] 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 [46]

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 [47]

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 [48]

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) [49]

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 [50]

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 [51]

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, [52] 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 [53]

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 [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, [54]

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 [55] [56] (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, [57]

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 [58]

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 [59]

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) [60] 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 [61] 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 [62] 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 [63]

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", [64]

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 [65]

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) [66] 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 [67]

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 [68]

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 [69]

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 [70]

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) [71]

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. [72]

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. pdf [73]

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 [74] (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 [75]

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 [76]

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 [77]

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 [78]

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 [79]

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 [80]

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 [81]

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 [82]

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 [83]

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 [84]

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 [85]

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 [86]

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 [87]

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 [88]

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 [89]

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 [90]

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 [91]

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 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 [92]

(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 [93]

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 [94]

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 [95]`

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 [96]

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 [97]

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) [98]

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 [99]

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 [100]

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[101]

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 [102]

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 [103]

Cybernetics and Systems 44(2-3):187-203 [104]

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 [105]

(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 [106]

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 [107]

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 [108] [109]

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 [110]

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 [111]

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 [112]

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 [113]

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 [114]

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" [115].

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

"An Endmember-based distance for content based hyperspectral image retrieval."

Pattern Recognition 49(9), pp 3472-3489. September 2012. 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 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 [116] [117]

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 [118]

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. PDF

Neurocomputing, 2012, Volumen 75, issue 1, pp. 72-77

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 [119]

JCR (2010) 1.429, : (2011) JCR 1.580 (Q2 CSAI)

Miguel A. Veganzones and Manuel Graña

"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

"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. 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 [120]

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 [121]

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 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 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 [122]

Cybernetics and Systems: An International Journal, 2012. Volume 43, Issue 2, pp 81-95 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 [123]

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 [124]

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 [125]

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 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. [126] 2(2):71-81 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 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 [127]

Ramón Moreno, Manuel Graña, Alicia d’Anjou

Illumination Source Chromaticity Estimation Based on Spherical Coordinates in RGB

Electronics letters, (2011) 47(1):28–30 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 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)

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)

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, 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

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 [128]

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 [129]

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 [130]

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 [131], doi [132]

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 [133]

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 draft

Information Sciences 180 (14):2635-2648

DOI [134]

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 [135]

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 [136])

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 [137]

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 [138])

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

Innovative Applications of Associative Morphological Memories

Mathware & Soft Computing 10(3):155-168

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 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. [[139]]

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 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 datapdf

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 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 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 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 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 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 draft

Informática y Automática 29(4): 42-57

1995

A. I. González , M. Graña - A. D'Anjou

An analysis of the GLVQ algorithm 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 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 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 scan 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 [140]

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.

la publicación en la conferencia de System Dynamics que dió lugar al artículo