Diferencia entre revisiones de «Jornada GIC random forests 2012-01-27»

(distribución de articulos a presentar)
(distribución de articulos a presentar)
Línea 26: Línea 26:
 
*Jose Manuel Lopez-Guede
 
*Jose Manuel Lopez-Guede
 
** data mining [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/verika-2011-data-mining-random-forests.pdf]
 
** data mining [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/verika-2011-data-mining-random-forests.pdf]
** pruning con reinforcement learning [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/partalas-2009-pruning-ensemble-reinforcement-learning.pdf] [[Media:partalas-2009-pruning-ensemble-reinforcement-learning-Presentation.pdf | presentation]]
+
** pruning con reinforcement learning [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/partalas-2009-pruning-ensemble-reinforcement-learning.pdf] [http://www.ehu.es/ccwintco/groupware/webdav.php/home/jm.lopez/partalas-2009-pruning-ensemble-reinforcement-learning-Presentation.pdf presentation]
  
 
*Israel Rebollo
 
*Israel Rebollo

Revisión del 14:42 25 ene 2012

objetivo

El objetivo de la jornada es hacer un repaso al estado del arte sobre random forests (y sistemas de clasificación basados en ensambles?). El metodo de trabajo consiste en la presentación por parte de todos los presentes de resumenes de articulos recientes

distribución de articulos a presentar

  • Ana I. Gonzalez
    • experimental comparison on ensembles of trees [1] review
    • rotation forest empirical [2]
  • Josu Maiora
    • tutorial de Criminisi, clasificiacion y regresion [3]
    • multilabel y heterogeneos [4]
  • Borja Ayerdi
    • random feature weights [5]
    • statistical pruning [6] diap
  • Iñigo Barandiaran
    • tutorial de Criminisi, density, manyfold, semisupervised [7]
    • prehistoria ?? [8]
  • Borja Fernandez-Gauna
    • learning areas of expertise [9]
    • building by reward-punishment [10]
  • Darya Chyzhyk
  • Elsa Fernandez
    • seleccion de variables usando RF [17]
    • diversidad [18], [19]
  • Maite Termenon
    • varianza residual [20]
    • streaming random forests [21]
    • theoretical study [22]
  • Eider Sanchez
    • dynamic ensemble [29]
    • aplicaciones generales [30]
  • Alexandre Savio:
    • Ting Agregacion de subespacios de features [31] -- > no llega
    • comparison [32]
    • breiman [33] slides

referencias

  • Groupware general [34]
  • Breiman, el padre de la criatura, bagging [35], random forests [36]. Groupware [37]
  • tutorial de Criminisi [38], slides [39], pagina personal [40]

aplicaciones [50]

  • intrusion detection [151]