Message d'erreur

  • Warning: array_search() expects parameter 2 to be array, boolean given in _endnote8_type_map() (line 242 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).
  • Warning: array_search() expects parameter 2 to be array, boolean given in en8_field_map() (line 230 of /var/www/drupal7/sites/all/modules/biblio/modules/endnote/endnote8_export.inc).

Mordev : Alexandre Roulois

Lundi 20 Mars 2023, 10:30 to 11:30
Organisation: 
Alexandre Roulois (LLF)
Lieu: 

LLF – Bât. ODG – 5e étage – Salle 531

Alexandre Roulois (LLF)
Machine learning : gérer des données catégorielles

Dans un monde idéal pour les machines, toutes les données récoltées lors d’une enquête le seraient sous forme numérique. Heureusement, le monde est idéal précisément parce qu’étant sans raison et sans but ; et comme il ne se fait pas leur complice, à notre volonté de les assister dans leur tâche. D’autant plus que, pour corser le tout, même une donnée numérique peut se révéler catégorielle : une échelle de satisfaction, codée de 0 à 5, laisse bien penser qu’il existe plusieurs catégories d’observations. Tout l’enjeu de la prise en charge des variables catégorielles, encore plus prégnant dans le domaine du TAL, réside dans les phases de pré-traitement, par des moyens d’encodage, en vue de les injecter dans les algorithmes d’apprentissage.

Dépôt Git :
https://src.koda.cnrs.fr/llf/materials/mordev