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Více informací o knize Information Processing and Management of Uncertainty in Knowledge-Based Systems

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Anotace knihy

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; computational intelligence for logistics and transportation problems; fuzzy implication functions; soft methods in statistics and data analysis; image understanding and explainable AI; fuzzy and generalized quantifier theory; mathematical methods towards dealing with uncertainty in applied sciences; statistical image processing and analysis, with applications in neuroimaging; interval uncertainty; discrete models and computational intelligence; current techniques to model, process and describe time series; mathematical fuzzy logic and graded reasoning models; formal concept analysis, rough sets, general operators and related topics; computational intelligence methods in information modelling, representation and processing.

Parametry knihy

• Plný název: Information Processing and Management of Uncertainty in Knowledge-Based Systems
• Autor: Jo?o Paulo Carvalho, Marie-Jeanne Lesot, Marek Z. Reformat, Susana Vieira, Anna Wilbik, Ronald R. Yager
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 753
• EAN: 9783030501457
• ISBN: 3030501450
• ID: 32882561
• Nakladatelství: Springer Nature Switzerland AG
• Hmotnost: 1205 g
• Rozměry: 235 × 155 × 43 mm
• Datum vydání: 06. June 2020

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