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Apprentissage de modèles graphiques probabilistes by Francois-O

Apprentissage de modèles graphiques probabilistes

by Francois-O
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Book cover type: Paperback
  • ISBN13: 9786131532511
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Univ Europeenne
  • Publisher Imprint: Univ Europeenne
  • Publication Date:
  • Pages: 256
  • Original Price: GBP 66.0
  • Language: French
  • Edition: N/A
  • Item Weight: 381 grams
  • BISAC Subject(s): Information Technology

Les mod�les graphiques probabilistes sont un formalisme m�lant efficacement la th�orie des graphes, permettant des repr�sentations intuitives, et la th�orie des probabilit�s, permettant la prise en compte d''incertitudes et d''impr�cisions. La mont�e en puissance de ces mod�les ces derni�res d�cennies a abouti en l''attribution de la m�daille Benjamin Franklin � Judea Pearl en informatique et sciences cognitives en 2008. Ce dernier a introduit les premiers algorithmes g�n�raux de raisonnement dans l''incertain qui promettent des avanc�es majeures en traitement de l''information. Envisager les ordinateurs comme des machines pouvant d�couvrir par elle-m�mes des relations causales dissimul�es au sein des millions d''observations disponibles dans les bases de donn�es sans cesse aliment�es automatiquement � travers le monde est devenue une r�alit�. L''utilisation des mod�les graphiques impacte profond�ment l''intelligence artificielle ainsi que les statistiques appliqu�es. Ces mod�les peuvent alors se r�v�l�s utiles dans les nombreux domaines applicatifs li�s au traitement du signal et � l''apprentissage automatique, notamment sur la probl�matique d''extraction de connaissances.

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