Diferencia entre revisiones de «Jornada GIC random forests 2012-01-27»
De Grupo de Inteligencia Computacional (GIC)
Línea 66: | Línea 66: | ||
== referencias == | == referencias == | ||
* Groupware general [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=593] | * Groupware general [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=593] | ||
*Breiman, el padre de la criatura, bagging [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/591/breiman-1996-bagging-predictors.pdf], random forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/31/Random%20Forest.pdf]. Groupware [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=591] | *Breiman, el padre de la criatura, bagging [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/591/breiman-1996-bagging-predictors.pdf], random forests [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/31/Random%20Forest.pdf]. Groupware [http://www.ehu.es/ccwintco/groupware/index.php?menuaction=phpbrain.uikb.view_article&art_id=591] | ||
* tutorial de Criminisi [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/decisionForests_MSR_TR_2011_114.pdf], slides [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/ACriminisi_DecisionForestsTutorial.pdf], pagina personal [http://research.microsoft.com/en-us/people/antcrim/] | * tutorial de Criminisi [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/decisionForests_MSR_TR_2011_114.pdf], slides [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/497/ACriminisi_DecisionForestsTutorial.pdf], pagina personal [http://research.microsoft.com/en-us/people/antcrim/] | ||
* Kuncheva [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-bagging-boosting-linear-classifiers.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-diversity-combining-classifiers.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-theoretical-study.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2005-diversity.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2006-rotation-forest.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2007-linear-random-oracle.pdf] | |||
* Kuncheva [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-bagging-boosting-linear-classifiers.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-diversity-combining-classifiers.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2002-theoretical-study.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2005-diversity.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2006-rotation-forest.pdf], [http://www.ehu.es/ccwintco/groupware/webdav.php/apps/phpbrain/593/kuncheva-2007-linear-random-oracle.pdf], [http://ieeexplore.ieee.org/search/srchabstract.jsp?tp=&arnumber=5405643&refinements%3D4294967131%26openedRefinements%3D*%26filter%3DAND%28NOT%284283010803%29%29%26matchBoolean%3Dtrue%26searchField%3DSearch+All%26queryText%3D%28random+forests%29&tag=1], | |||
===aplicaciones [http://www.sciencedirect.com/science/article/pii/S1566253507000620]=== | ===aplicaciones [http://www.sciencedirect.com/science/article/pii/S1566253507000620]=== |
Revisión del 18:07 18 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
- Israel Rebollo
- fuzzy random forests [13]
- Ramón Moreno
- overfitting cautious [23]
referencias
- Groupware general [33]
aplicaciones [47]
- analisis de accidentes [48]
- ingenieria mecanica [49]
- ingenieria financiera [50], [51], [52], [53], [54], [55], [56], [57], [58], [59]
- biologicas, medicas y ecologicas [63], [64], [65], [66], [67], [68], [69], [70], [71], [72], [73], genomics [74], [75], [76], [77], breast cancer [78], [79], [80], cardiac arrythmia [81], [82], [83], [84], soil texture [85], [86], apendicitis [87], pulmones [88], cancer [89], glaucoma [90], [91], colon cells [92], higado [93], piel [94], de todo ?? [95], celulas [96], ultrasonidos [97], mental fatigue [98], cornea [99]
- data mining [113],
- neurociencias [114], [115], [116], fMRI [117], [118], [119], [120], [121], [122], [123], brain extraction [124]
- imagen de reconocimiento remoto, remote sensing, [125], [126], [127], [128], [129], land slides [130], [131], [132], [133], [134], hypespectral data [135], [136], SAR [137]
- pattern recognition [138], [139], biometric data [140], hadwritng [141], signature [142], objetos y acciones [143], [144], [145], visual concept [146], face and action [147]
- intrusion detection [148]