Scalable Uncertainty Management
10th International Conference, SUM 2016, Nice, France, September 21-23, 2016, Proceedings
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Beschreibung
This book constitutes the refereed proceedings of the 10th International Conference on Scalable Uncertainty Management, SUM 2016, held in Nice, France, in September 2016.
The 18 regular papers and 5 short papers were carefully reviewed and selected from 35 submissions. Papers are solicited in all areas of managing and reasoning with substantial and complex kinds of uncertain, incomplete or inconsistent information. These include (but are not restricted to) applications in decision support systems, risk analysis, machine learning, belief networks, logics of uncertainty, belief revision and update, argumentation, negotiation technologies, semantic web applications, search engines, ontology systems, information fusion, information retrieval, natural language processing, information extraction, image recognition, vision systems, data and text mining, and the consideration of issues such as provenance, trust, heterogeneity, and complexity of data and knowledge.
Includes supplementary material: sn.pub/extras
Autor*in
Steven Schockaert
Themen in »Scalable Uncertainty Management«
fuzzy databases heuristic information multiple-agent logic probabilistic databases reinforcement learning approximate reasoning argumentation artificial intelligence data provenance dempster-shafer theory fuzzy logic imperfect information learning to rank probabilistic logic programming probabilistic models