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Decision trees and decision rule systems are widely used in different applications as algorithms for problem solving,... Read More >>
The second part covers the key topics of Web mining, where Web crawling, search, social network analysis, structured... Read More >>
This book gives a solid basis for conducting performance evaluations of learning algorithms in practical settings... Read More >>
This two volume set (LNCS 6791 and LNCS 6792) constitutes the refereed proceedings of the 21th International Conference... Read More >>
""This book confronts the problem of meaning by fusing together methods specific to different fields and exploring... Read More >>
""The authors have written an enjoyable book - rigorous in the treatment of the mathematical background, but also... Read More >>
This comprehensive encyclopedia, in A-Z format, provides easy access to relevant information for those seeking entry... Read More >>
2 The One Clause at a Time (OCAT) Concept 58 4. 2 Structure of the Knowledge Base 98 2. 3 Reasoning Operations for... Read More >>
Offers a thorough grounding in machine learning concepts as well as practical advice on applying machine learning... Read More >>
The progress of data mining technology and large public popularity establish a need for a comprehensive text on... Read More >>
Discusses the entire spectrum of rough sets related issues, from logical and mathematical foundations, through all... Read More >>
Reinforcement Learning (RL) is a very dynamic area in terms of theory and application. This book brings together... Read More >>
Introduces the concept of intrusion detection, discusses various approaches for intrusion detection systems (IDS),... Read More >>