Computational Networks and Competition-Based Models: Solving Complex Causal Interactions - Softcover

Ben Romdhane, Lotfi

 
9783838311302: Computational Networks and Competition-Based Models: Solving Complex Causal Interactions
Softcover
ISBN 10: 3838311302 ISBN 13: 9783838311302
Verlag: LAP Lambert Academic Publishing, 2009

Inhaltsangabe

Reasoning is a cognitive task ubiquitous everywhere: diagnosis, planning, scientific theory formation, speech understanding, etc. Unfortunately, solving reasoning problems is still difficult for most advanced machines since it is NP-Complete. The use of artificial intelligence techniques, and especially neural networks, seems to be a promising direction which can solve these problems to a satisfactory level and in reasonable time scales. In this thesis, we distinguish two categories of causal reasoning; namely cause-to-effect and effect-to- cause. Then, we propose algorithms to solve both categories and compare their performance with already existing proposals in the scientific literature.

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Über die Autorin bzw. den Autor

Dr. Lotfi received the eng. degree from ENSI, Tunisia, in 1994; and the Ph.D. degree from the Un. of Sherbrooke, QC, Canada, in 2000, with excellent honors; both in computer sciences. He was awarded the CIDA Doctoral fellowship from 1995 to 2000. His areas of expertise include Reasoning, Data Mining Algorithms, and Image Indexing.

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Verlag
LAP Lambert Academic Publishing
Erscheinungsdatum
2009
Sprache
Englisch
ISBN 10 
3838311302
ISBN 13 
9783838311302
Einband
Taschenbuch
Anzahl der Seiten
204
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
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