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· 분류 : 외국도서 > 컴퓨터 > 인공지능(AI)
· ISBN : 9783319088518
· 쪽수 : 569쪽
· 출판일 : 2014-08-01
목차
Uncertainty and imprecision on the web of data.- Decision support and uncertainty management in agri-environment.- Fuzzy implications.- Clustering; fuzzy measures and integrals.- Non-classical logics.- Data analysis.- Real-world applications.- Aggregation.- Probabilistic networks.- Recommendation systems and social networks.- Fuzzy systems.- Fuzzy logic in boolean framework.- Management of uncertainty in social networks.- From different to same, from imitation to analogy.- Soft computing and sensory analysis.- Database systems.- Fuzzy set theory.- Measurement and sensory information.- Aggregation.- Formal methods for vagueness and uncertainty in a many-valued realm.- Graduality.- Preferences.- Uncertainty management in machine learning.- Philosophy and history of soft computing.- Soft computing and sensory analysis.- Similarity analysis.- Fuzzy logic, formal concept analysis and rough set.- Intelligent databases and information systems.- Theory of evidence.- Aggregation functions.- Big data - the role of fuzzy methods.- Imprecise probabilities: from foundations to applications.- Multinomial logistic regression on Markov chains for crop rotation modelling.- Intelligent measurement and control for nonlinear systems.