Download Apprentissage artificiel : Concepts et algorithmes by Antoine Cornuejols, Laurent Miclet, Yves Kodratoff, Tom PDF

By Antoine Cornuejols, Laurent Miclet, Yves Kodratoff, Tom Mitchell

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Extra info for Apprentissage artificiel : Concepts et algorithmes

Example text

6 Les hierarchies de concepts . . . . . . . . . 7 Les reseaux bayesiens et les modeles graphiques . . . . 8 Les cha^nes de Markov et les modeles de Markov caches . 9 Les grammaires . . . . . . . . . . . . . 10 Les formalismes logiques . . . . . . . . . . 3 La recherche dans l'espace des hypotheses . . . . . . . 1 Caracterisation de l'espace de recherche . . . . . . 2 Caracterisation des fonctions de co^ut . . . . . . .

6 Les hierarchies de concepts . . . . . . . . . 7 Les reseaux bayesiens et les modeles graphiques . . . . 8 Les cha^nes de Markov et les modeles de Markov caches . 9 Les grammaires . . . . . . . . . . . . . 10 Les formalismes logiques . . . . . . . . . . 3 La recherche dans l'espace des hypotheses . . . . . . . 1 Caracterisation de l'espace de recherche . . . . . . 2 Caracterisation des fonctions de co^ut . . . . . . .

4 La relation entre un objet et un concept . . . . . . . . . . 2 La structuration de l'espace des hypotheses . . . . . . . . . . . 1 Preliminaires . . . . . . . . . . . . . . . . . 2 Un exemple : les paires de rectangles . . . . . . . . . . . 3 Un ordre partiel sur l'espace des hypotheses . . . . . . . . . 4 Quelques operateurs de specialisation et de generalisation . . . . . 5 Quelques proprietes utiles d'un espace structure par une relation d'ordre partiel .

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