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

De Grupo de Inteligencia Computacional (GIC)
Línea 64: Línea 64:
* ingenieria financiera [http://www.sciencedirect.com/science/article/pii/S0957417408004326], [http://www.sciencedirect.com/science/article/pii/S0957417411011894], [http://www.sciencedirect.com/science/article/pii/S0957417405000965], [http://www.sciencedirect.com/science/article/pii/S0957417411005239], [http://www.sciencedirect.com/science/article/pii/S1568494610002516], [http://www.sciencedirect.com/science/article/pii/S0957417409004771], [http://www.sciencedirect.com/science/article/pii/S0957417411013686], [http://www.sciencedirect.com/science/article/pii/S1566253511000807], [http://www.sciencedirect.com/science/article/pii/S0957417408000249], [http://www.sciencedirect.com/science/article/pii/S095741740300006X]
* ingenieria financiera [http://www.sciencedirect.com/science/article/pii/S0957417408004326], [http://www.sciencedirect.com/science/article/pii/S0957417411011894], [http://www.sciencedirect.com/science/article/pii/S0957417405000965], [http://www.sciencedirect.com/science/article/pii/S0957417411005239], [http://www.sciencedirect.com/science/article/pii/S1568494610002516], [http://www.sciencedirect.com/science/article/pii/S0957417409004771], [http://www.sciencedirect.com/science/article/pii/S0957417411013686], [http://www.sciencedirect.com/science/article/pii/S1566253511000807], [http://www.sciencedirect.com/science/article/pii/S0957417408000249], [http://www.sciencedirect.com/science/article/pii/S095741740300006X]


* modelos de lenguage [http://www.sciencedirect.com/science/article/pii/S0885230806000040]
* modelos de lenguage [http://www.sciencedirect.com/science/article/pii/S0885230806000040], [http://www.sciencedirect.com/science/article/pii/S0957417411007871]


* biologicas, medicas  y ecologicas [http://www.sciencedirect.com/science/article/pii/S0167865508002031], [http://www.sciencedirect.com/science/article/pii/S0303243409000750], [http://www.sciencedirect.com/science/article/pii/S0043135410003271], [http://www.sciencedirect.com/science/article/pii/S0016706108001262], [http://www.sciencedirect.com/science/article/pii/S1359511309000592], [http://www.sciencedirect.com/science/article/pii/S187802961100140X], [http://www.sciencedirect.com/science/article/pii/S0304380007002931], [http://www.sciencedirect.com/science/article/pii/S0043135405000047], [http://www.sciencedirect.com/science/article/pii/S0020751908001501], [http://www.sciencedirect.com/science/article/pii/S0957417411016162], [http://www.sciencedirect.com/science/article/pii/S0304380011000640], genomics [http://www.sciencedirect.com/science/article/pii/S0888754309001815], [http://www.sciencedirect.com/science/article/pii/S0957417411005306], [http://www.sciencedirect.com/science/article/pii/S0925231205002985], breast cancer [http://www.sciencedirect.com/science/article/pii/S0957417408007343], [http://www.sciencedirect.com/science/article/pii/S0022519310005849], cardiac arrythmia [http://www.sciencedirect.com/science/article/pii/S095741740700139X], [http://www.sciencedirect.com/science/article/pii/S0010482511000345], [http://www.sciencedirect.com/science/article/pii/S1878029611000107], [http://www.sciencedirect.com/science/article/pii/S0010482511000175], soil texture [http://www.sciencedirect.com/science/article/pii/S0016706111002953], [http://www.sciencedirect.com/science/article/pii/S0039914010005837], apendicitis [http://www.sciencedirect.com/science/article/pii/S0039606010001571], pulmones [http://www.sciencedirect.com/science/article/pii/S0895611110000418], cancer [http://www.sciencedirect.com/science/article/pii/S0010482508000334], glaucoma [http://www.sciencedirect.com/science/article/pii/S0925231211007107?v=s5]
* biologicas, medicas  y ecologicas [http://www.sciencedirect.com/science/article/pii/S0167865508002031], [http://www.sciencedirect.com/science/article/pii/S0303243409000750], [http://www.sciencedirect.com/science/article/pii/S0043135410003271], [http://www.sciencedirect.com/science/article/pii/S0016706108001262], [http://www.sciencedirect.com/science/article/pii/S1359511309000592], [http://www.sciencedirect.com/science/article/pii/S187802961100140X], [http://www.sciencedirect.com/science/article/pii/S0304380007002931], [http://www.sciencedirect.com/science/article/pii/S0043135405000047], [http://www.sciencedirect.com/science/article/pii/S0020751908001501], [http://www.sciencedirect.com/science/article/pii/S0957417411016162], [http://www.sciencedirect.com/science/article/pii/S0304380011000640], genomics [http://www.sciencedirect.com/science/article/pii/S0888754309001815], [http://www.sciencedirect.com/science/article/pii/S0957417411005306], [http://www.sciencedirect.com/science/article/pii/S0925231205002985], breast cancer [http://www.sciencedirect.com/science/article/pii/S0957417408007343], [http://www.sciencedirect.com/science/article/pii/S0531513105003134], [http://www.sciencedirect.com/science/article/pii/S0022519310005849], cardiac arrythmia [http://www.sciencedirect.com/science/article/pii/S095741740700139X], [http://www.sciencedirect.com/science/article/pii/S0010482511000345], [http://www.sciencedirect.com/science/article/pii/S1878029611000107], [http://www.sciencedirect.com/science/article/pii/S0010482511000175], soil texture [http://www.sciencedirect.com/science/article/pii/S0016706111002953], [http://www.sciencedirect.com/science/article/pii/S0039914010005837], apendicitis [http://www.sciencedirect.com/science/article/pii/S0039606010001571], pulmones [http://www.sciencedirect.com/science/article/pii/S0895611110000418], cancer [http://www.sciencedirect.com/science/article/pii/S0010482508000334], glaucoma [http://www.sciencedirect.com/science/article/pii/S0925231211007107?v=s5], colon cells [http://www.sciencedirect.com/science/article/pii/S0010482508001777], higado [http://www.sciencedirect.com/science/article/pii/S093336570700067X], piel [http://www.sciencedirect.com/science/article/pii/S0925231205002973], de todo ?? �[http://www.sciencedirect.com/science/article/pii/S0167865506002650]


* quimica [http://www.sciencedirect.com/science/article/pii/S1570794610280689], [http://www.sciencedirect.com/science/article/pii/S0003267011004508], [http://www.sciencedirect.com/science/article/pii/S0925400507009914], [http://www.sciencedirect.com/science/article/pii/S0003267012000104?v=s5], [http://www.sciencedirect.com/science/article/pii/S016926070700140X], [http://www.sciencedirect.com/science/article/pii/S0003267012000104?v=s5], [http://www.sciencedirect.com/science/article/pii/S000326700802103X], [http://www.sciencedirect.com/science/article/pii/S0968089611010492?v=s5], [http://www.sciencedirect.com/science/article/pii/S0003267011001826], [http://www.sciencedirect.com/science/article/pii/S1386142511010754], [http://www.sciencedirect.com/science/article/pii/S0169743906000232], [http://www.sciencedirect.com/science/article/pii/S1476927111000533]
* quimica [http://www.sciencedirect.com/science/article/pii/S1570794610280689], [http://www.sciencedirect.com/science/article/pii/S0003267011004508], [http://www.sciencedirect.com/science/article/pii/S0925400507009914], [http://www.sciencedirect.com/science/article/pii/S0003267012000104?v=s5], [http://www.sciencedirect.com/science/article/pii/S016926070700140X], [http://www.sciencedirect.com/science/article/pii/S0003267012000104?v=s5], [http://www.sciencedirect.com/science/article/pii/S000326700802103X], [http://www.sciencedirect.com/science/article/pii/S0968089611010492?v=s5], [http://www.sciencedirect.com/science/article/pii/S0003267011001826], [http://www.sciencedirect.com/science/article/pii/S1386142511010754], [http://www.sciencedirect.com/science/article/pii/S0169743906000232], [http://www.sciencedirect.com/science/article/pii/S1476927111000533], [http://www.sciencedirect.com/science/article/pii/S0169743905000894]


* data mining [http://www.sciencedirect.com/science/article/pii/S0031320310003973],
* data mining [http://www.sciencedirect.com/science/article/pii/S0031320310003973],
Línea 74: Línea 74:
* neurociencias [http://www.sciencedirect.com/science/article/pii/S0304394010001023], [http://www.sciencedirect.com/science/article/pii/S0169260711003105], [http://www.sciencedirect.com/science/article/pii/S1053811911003740], fMRI [http://www.sciencedirect.com/science/article/pii/S0730725X09003130], [http://www.sciencedirect.com/science/article/pii/S0031320311001749], [http://www.sciencedirect.com/science/article/pii/S0031320311001828]
* neurociencias [http://www.sciencedirect.com/science/article/pii/S0304394010001023], [http://www.sciencedirect.com/science/article/pii/S0169260711003105], [http://www.sciencedirect.com/science/article/pii/S1053811911003740], fMRI [http://www.sciencedirect.com/science/article/pii/S0730725X09003130], [http://www.sciencedirect.com/science/article/pii/S0031320311001749], [http://www.sciencedirect.com/science/article/pii/S0031320311001828]


* imagen de reconocimiento remoto, remote sensing, [http://www.sciencedirect.com/science/article/pii/S0924271610000705], [http://www.sciencedirect.com/science/article/pii/S0924271611001304], [http://www.sciencedirect.com/science/article/pii/S0034425708000679], [http://www.sciencedirect.com/science/article/pii/S0167865505002242], [http://www.sciencedirect.com/science/article/pii/S0924271610000651], land slides [http://www.sciencedirect.com/science/article/pii/S1878029611000235], [http://www.sciencedirect.com/science/article/pii/S0034425711001969], [http://www.sciencedirect.com/science/article/pii/S0950329306001522], [http://www.sciencedirect.com/science/article/pii/S0168900207024059]
* imagen de reconocimiento remoto, remote sensing, [http://www.sciencedirect.com/science/article/pii/S0924271610000705], [http://www.sciencedirect.com/science/article/pii/S0924271611001304], [http://www.sciencedirect.com/science/article/pii/S0034425708000679], [http://www.sciencedirect.com/science/article/pii/S0167865505002242], [http://www.sciencedirect.com/science/article/pii/S0924271610000651], land slides [http://www.sciencedirect.com/science/article/pii/S1878029611000235], [http://www.sciencedirect.com/science/article/pii/S0034425711001969], [http://www.sciencedirect.com/science/article/pii/S0950329306001522], [http://www.sciencedirect.com/science/article/pii/S0168900207024059], [http://www.sciencedirect.com/science/article/pii/S092523121000055X]


* pattern recognition [http://www.sciencedirect.com/science/article/pii/S003132030700146X], [http://www.sciencedirect.com/science/article/pii/S0169023X11000590]
* pattern recognition [http://www.sciencedirect.com/science/article/pii/S003132030700146X], [http://www.sciencedirect.com/science/article/pii/S0169023X11000590], biometric data [http://www.sciencedirect.com/science/article/pii/S0925231206000890], hadwritng [http://www.sciencedirect.com/science/article/pii/S0143816604001034]

Revisión del 21:01 17 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]
    • rotation forest empirical [2]
  • Josu Maiora
    • tutorial de Criminisi, clasificiacion y regresion [3]
    • multilabel y heterogeneos [4]
  • Borja Ayerdi
    • random feature weights [5]
  • Iñigo Barandiaran
    • tutorial de Criminisi, density, manyfold, semisupervised [6]
  • Borja Fernandez-Gauna
    • learning areas of expertise [7]
    • building by reward-punishment [8]
  • Jose Manuel Lopez-Guede
    • data mining [9]
  • Israel Rebollo
    • fuzzy random forests [10]
  • Darya Chyzhyk
  • Elsa Fernandez
    • seleccion de variables usando RF [14]
  • Maite Termenon
    • varianza residual [15]
  • Ramón Moreno
    • overfitting cautious [16]
  • Miguel A. Veganzones
    • gene functional inference [17]
  • Ion Marques
    • ensembles from fuzzy clustering [18]
  • Eider Sanchez
    • dynamic ensemble [19]
    • aplicaciones generales [20]
  • Alexandre Savio:
    • Ting Agregacion de subespacios de features [21]

referencias

  • Groupware general [22]
  • Breiman, el padre de la criatura, bagging [23], random forests [24]. Groupware [25]
  • tutorial de Criminisi [26], slides [27], pagina personal [28]

aplicaciones [29]