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Titlebook: Information Processing and Management of Uncertainty in Knowledge-Based Systems; 18th International C Marie-Jeanne Lesot,Susana Vieira,Rona

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书目名称Information Processing and Management of Uncertainty in Knowledge-Based Systems
副标题18th International C
编辑Marie-Jeanne Lesot,Susana Vieira,Ronald R. Yager
视频video
丛书名称Communications in Computer and Information Science
图书封面Titlebook: Information Processing and Management of Uncertainty in Knowledge-Based Systems; 18th International C Marie-Jeanne Lesot,Susana Vieira,Rona
描述.This three volume set (CCIS 1237-1239) constitutes the proceedings of the 18th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2020, in June 2020. The conference was scheduled to take place in Lisbon, Portugal, at University of Lisbon, but due to COVID-19 pandemic it was held virtually...The 173 papers were carefully reviewed and selected from 213 submissions. The papers are organized in topical sections: homage to Enrique Ruspini; invited talks; foundations and mathematics; decision making, preferences and votes; optimization and uncertainty; games; real world applications; knowledge processing and creation; machine learning I; machine learning II;  XAI; image processing; temporal data processing; text analysis and processing; fuzzy interval analysis; theoretical and applied aspects of imprecise probabilities; similarities in artificial intelligence; belief function theory and its applications; aggregation: theory and practice; aggregation: pre-aggregation functions and other generalizations of monotonicity; aggregation: aggregation of different data structures; fuzzy methods in data mining and knowledge discovery;
出版日期Conference proceedings 2020
关键词artificial intelligence; communication channels (information theory); communication systems; computer n
版次1
doihttps://doi.org/10.1007/978-3-030-50146-4
isbn_softcover978-3-030-50145-7
isbn_ebook978-3-030-50146-4Series ISSN 1865-0929 Series E-ISSN 1865-0937
issn_series 1865-0929
copyrightSpringer Nature Switzerland AG 2020
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Sufficient Solvability Conditions for Systems of Partial Fuzzy Relational Equationsuch as the Bochvar, Bochvar external, Sobociński, McCarthy, Nelson, Kleene, and the Łukasiewicz algebra. Conditions that are sufficient for the solvability of the systems are provided. The crucial role will be played by the so-called boundary condition.
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From Eliza to Siri and Beyondnguage Understanding is so complicated, detailing the linguistic phenomena that lead to the main challenges. Then, the long walk in this field is surveyed, from the earlier systems to the current trends.
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Generalized Weak Transitivity of Preference transitivity, and we also illustrate generalized weak transitivity for preference relations that are neither additive nor multiplicative. Finally, we show how a total order (ranking of the options) can be constructed for any generalized weak transitive preference relation.
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Combining Multi-Agent Systems and Subjective Logic to Develop Decision Support SystemsA system implementation based on the proposed architecture has been generated to illustrate the viability of the proposal. The proposed architecture is intended to be the starting point for developing systems that solve a variety of problems.
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Average Jane, Where Art Thou? – Recent Avenues in Efficient Machine Learning Under Subjectivity Unceber of labels needed. Next, sample informativeness can be exploited in teacher-based algorithms to additionally weigh data by certainty. In addition, multi-target learning of different labeller tracks in parallel and/or of the uncertainty can help improve the model robustness and provide an addition
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