Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12733)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
Included in the following conference series:
Conference proceedings info: ICFCA 2021.
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Table of contents (19 papers)
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Exploration and Visualisation
Other volumes
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Formal Concept Analysis
Keywords
- formal concept analysis
- knowledge representation and reasoning
- artificial intelligence
- machine learning
- ordered set
- lattice
- logic
- closure system
- clustering
- unsupervised learning
- association rules
- data mining
- knowledge management
- graph drawing
- boolean algebra
- PAC learning
- knowledge exploration
- semantic web
- concept lattices
- fuzzy sets
About this book
This book constitutes the proceedings of the 16th International Conference on Formal Concept Analysis, ICFCA 2021, held in Strasbourg, France, in June/July 2021.
The 14 full papers and 5 short papers presented in this volume were carefully reviewed and selected from 32 submissions. The book also contains four invited contributions in full paper length.
The research part of this volume is divided in five different sections. First, "Theory" contains compiled works that discuss advances on theoretical aspects of FCA. Second, the section "Rules" consists of contributions devoted to implications and association rules. The third section "Methods and Applications" is composed of results that are concerned with new algorithms and their applications. "Exploration and Visualization" introduces different approaches to data exploration.Editors and Affiliations
Bibliographic Information
Book Title: Formal Concept Analysis
Book Subtitle: 16th International Conference, ICFCA 2021, Strasbourg, France, June 29 – July 2, 2021, Proceedings
Editors: Agnès Braud, Aleksey Buzmakov, Tom Hanika, Florence Le Ber
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-77867-5
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2021
Softcover ISBN: 978-3-030-77866-8Published: 02 June 2021
eBook ISBN: 978-3-030-77867-5Published: 22 June 2021
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XVI, 291
Number of Illustrations: 35 b/w illustrations, 35 illustrations in colour
Topics: Artificial Intelligence, Data Mining and Knowledge Discovery, Information Systems and Communication Service, Theory of Computation, Computer Applications, Mathematics of Computing