Information processing and managemen...
Carvalho, Joao Paulo.

 

  • Information processing and management of uncertainty in knowledge-based systems[electronic resource] :16th International Conference, IPMU 2016, Eindhoven, The Netherlands, June 20-24, 2016 : proceedings.Part II /
  • 紀錄類型: 書目-電子資源 : Monograph/item
    杜威分類號: 006.33
    書名/作者: Information processing and management of uncertainty in knowledge-based systems : 16th International Conference, IPMU 2016, Eindhoven, The Netherlands, June 20-24, 2016 : proceedings./ edited by Joao Paulo Carvalho ... [et al.].
    其他題名: IPMU 2016
    其他作者: Carvalho, Joao Paulo.
    團體作者: Clark Conference
    出版者: Cham : : Springer International Publishing :, 2016.
    面頁冊數: xxiv, 836 p. : : ill., digital ;; 24 cm.
    Contained By: Springer eBooks
    標題: Expert systems (Computer science)
    標題: Uncertainty (Information theory)
    標題: Computer Science.
    標題: Artificial Intelligence (incl. Robotics)
    標題: Data Mining and Knowledge Discovery.
    標題: Algorithm Analysis and Problem Complexity.
    標題: Probability and Statistics in Computer Science.
    標題: Mathematical Logic and Formal Languages.
    標題: Image Processing and Computer Vision.
    ISBN: 9783319405810
    ISBN: 9783319405803
    內容註: Fuzzy measures and integrals -- Uncertainty quantification with Imprecise probability -- Textual data processing -- Belief functions theory and its applications -- Graphical models -- Fuzzy implications functions -- Applications in medicine and bioinformatics; real-world applications; soft computing for image processing -- Clustering -- Fuzzy logic, formal concept analysis and rough sets -- Graded and many-valued modal logics -- Imperfect databases -- Multiple criteria decision methods; argumentation and belief revision; databases and information systems -- Conceptual aspects of data aggregation and complex data fusion -- Fuzzy sets and fuzzy logic -- Decision support -- Comparison measures -- Machine learning -- Social data processing -- Temporal data processing -- Aggregation.
    摘要、提要註: This two volume set (CCIS 610 and 611) constitute the proceedings of the 16th International Conference on Information processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2016, held in Eindhoven, The Netherlands, in June 2016. The 127 revised full papers presented together with four invited talks were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on fuzzy measures and integrals; uncertainty quantification with imprecise probability; textual data processing; belief functions theory and its applications; graphical models; fuzzy implications functions; applications in medicine and bioinformatics; real-world applications; soft computing for image processing; clustering; fuzzy logic, formal concept analysis and rough sets; graded and many-valued modal logics; imperfect databases; multiple criteria decision methods; argumentation and belief revision; databases and information systems; conceptual aspects of data aggregation and complex data fusion; fuzzy sets and fuzzy logic; decision support; comparison measures; machine learning; social data processing; temporal data processing; aggregation.
    電子資源: http://dx.doi.org/10.1007/978-3-319-40581-0
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