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001 978-3-319-08855-6
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008 140717s2014 gw | s |||| 0|eng d
020 _a9783319088556
_9978-3-319-08855-6
024 7 _a10.1007/978-3-319-08855-6
_2doi
050 4 _aQ334-342
050 4 _aTJ210.2-211.495
072 7 _aUYQ
_2bicssc
072 7 _aTJFM1
_2bicssc
072 7 _aCOM004000
_2bisacsh
082 0 4 _a006.3
_223
245 1 0 _aInformation Processing and Management of Uncertainty in Knowledge-Based Systems
_h[electronic resource] :
_b15th International Conference, IPMU 2014, Montpellier, France, July 15-19, 2014, Proceedings, Part II /
_cedited by Anne Laurent, Olivier Strauss, Bernadette Bouchon-Meunier, Ronald R. Yager.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2014.
300 _aXVIII, 631 p. 142 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aCommunications in Computer and Information Science,
_x1865-0929 ;
_v443
505 0 _aUncertainty 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.
520 _aThese three volumes (CCIS 442, 443, 444) constitute the proceedings of the 15th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2014, held in Montpellier, France, July 15-19, 2014. The 180 revised full papers presented together with five invited talks were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on 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.
650 0 _aComputer science.
650 0 _aMathematical logic.
650 0 _aDatabase management.
650 0 _aData mining.
650 0 _aInformation storage and retrieval.
650 0 _aArtificial intelligence.
650 1 4 _aComputer Science.
650 2 4 _aArtificial Intelligence (incl. Robotics).
650 2 4 _aData Mining and Knowledge Discovery.
650 2 4 _aInformation Storage and Retrieval.
650 2 4 _aDatabase Management.
650 2 4 _aInformation Systems Applications (incl. Internet).
650 2 4 _aMathematical Logic and Formal Languages.
700 1 _aLaurent, Anne.
_eeditor.
700 1 _aStrauss, Olivier.
_eeditor.
700 1 _aBouchon-Meunier, Bernadette.
_eeditor.
700 1 _aYager, Ronald R.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783319088549
830 0 _aCommunications in Computer and Information Science,
_x1865-0929 ;
_v443
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-319-08855-6
912 _aZDB-2-SCS
942 _cEBK
999 _c58146
_d58146