Information Processing and Management of Uncertainty: 15th International Conference on Information Processing and Management of Uncertainty in ... in Computer and Information Science)
暫譯: 不確定性的信息處理與管理:第十五屆國際不確定性信息處理與管理會議(計算機與信息科學)

  • 出版商: Springer
  • 出版日期: 2014-08-04
  • 售價: $2,420
  • 貴賓價: 9.5$2,299
  • 語言: 英文
  • 頁數: 652
  • 裝訂: Paperback
  • ISBN: 3319088548
  • ISBN-13: 9783319088549
  • 海外代購書籍(需單獨結帳)

商品描述

These 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.

商品描述(中文翻譯)

這三卷(CCIS 442、443、444)是第十五屆國際會議「知識基礎系統中的資訊處理與不確定性管理」(IPMU 2014)的會議論文集,會議於2014年7月15日至19日在法國蒙彼利埃舉行。這180篇經過修訂的完整論文,連同五場邀請演講,都是從眾多投稿中仔細審核和選出的。論文按主題分為以下幾個部分:數據網絡中的不確定性與不精確性;農業環境中的決策支持與不確定性管理;模糊推論;聚類;模糊度量與積分;非經典邏輯;數據分析;實際應用;聚合;概率網絡;推薦系統與社交網絡;模糊系統;布爾框架中的模糊邏輯;社交網絡中的不確定性管理;從不同到相同,從模仿到類比;軟計算與感測分析;數據庫系統;模糊集合論;測量與感測信息;聚合;多值領域中的模糊性與不確定性的形式方法;漸進性;偏好;機器學習中的不確定性管理;軟計算的哲學與歷史;軟計算與感測分析;相似性分析;模糊邏輯、形式概念分析與粗集;智能數據庫與信息系統;證據理論;聚合函數;大數據 - 模糊方法的角色;不精確概率:從基礎到應用;基於馬爾可夫鏈的作物輪作建模的多項式邏輯回歸;非線性系統的智能測量與控制。