Information Processing and Management of Uncertainty in Knowledge-Based Systems : 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15–19, 2020, Proceedings, Part III /: 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15–19, 2020, Proceedings, Part III. (2020)
- Record Type:
- Book
- Title:
- Information Processing and Management of Uncertainty in Knowledge-Based Systems : 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15–19, 2020, Proceedings, Part III /: 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15–19, 2020, Proceedings, Part III. (2020)
- Main Title:
- Information Processing and Management of Uncertainty in Knowledge-Based Systems : 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15–19, 2020, Proceedings, Part III
- Further Information:
- Note: Marie-Jeanne Lesot, Susana Vieira, Marek Z. Reformat, João Paulo Carvalho, Anna Wilbik, Bernadette Bouchon-Meunier, Ronald R. Yager.
- Editors:
- Lesot, Marie-Jeanne
Vieira, Susana
Reformat, Marek Z
Carvalho, Joao Paulo
Wilbik, Anna
Bouchon-Meunier, Bernadette
Yager, Ronald R - Contents:
- 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 Artifcial Intelligence.- Belief Function Theory and its Applications.- Aggregation: Theory and Practice.- Aggregation: Pre-aggregation Functions and other Generalizations of Monotonicity.- Aggregation: Aggregation of Di erent 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 Quantifer 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.
- Publisher Details:
- Cham : Springer
- Publication Date:
- 2020
- Copyright Date:
- 2020
- Extent:
- 1 online resource (833 pages)
- Subjects:
- Computer science
Artificial intelligence
Mathematical logic
Application software
Computer organization
Optical data processing
Computers -- Data Processing
Mathematics -- Logic
Computers -- Information Technology
Computers -- Networking -- General
Computers -- Computer Vision & Pattern Recognition
Mathematical theory of computation
Information retrieval
Computer networking & communications
Computer vision
Computers -- Intelligence (AI) & Semantics
Artificial intelligence
Computer science--Mathematics - Languages:
- English
- ISBNs:
- 9783030501532
- Related ISBNs:
- 9783030501525
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- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
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- Physical Locations:
- British Library HMNTS - ELD.DS.512272
- Ingest File:
- 03_094.xml