Formal Concept Analysis for Knowledge Discovery
Dear colleagues! Due to the concerns surrounding the epidemiological situation, the workshop will be held online via zoom platform.
Formal concepts proved to be of big importance for knowledge discovery, both as a tool for concise representation of association rules and a tool for clustering and constructing taxonomies. The FCA4KD workshop aims at bringing together researchers working on diverse aspects of FCA-based knowledge extraction with the applications to fields like Computer and Information Science, Linguistics, Life and Social Sciences, Bioengineering, Chemistry, etc.
Topics of Interest
Main topics of interest include, but are not limited to:
- foundations
- concept lattices and related structures
- attribute implications and data dependencies
- data preprocessing
- redundancy and dimensionality reduction
- information retrieval
- classification
- clustering
- association rules and other data dependencies
- ontologies
Paper Submission and Publication
May 30 — annotation/paper for FCA4KD submission.
June 21 — paper submission for publishing in CEUR proceedings of FCA4AI indexed in Scopus.
Papers may be submitted in PDF or Postscript format. Papers need to be formatted using the Springer Lecture Notes in Computer Science style.
The submission is to be done via EasyChair.
Program of the conference
Sergei O. Kuznetsov
Dmitry E. Palchunov
Sobolev Institute of Mathematics
Novosibirsk State University, Novosibirsk
Kristina Pakhomova and Alina Belova
Siberian Federal University, Krasnoyarsk
Mikhail Yu. Bogatyrev
Tula State University
Mikhail Yu. Bogatyrev
Tula State University
Nikolay V. Shilov
Innopolis University, Kazan
Dmitry V. Vinogradov
Federal Research Center "Computer Science and Control" RAS, Moscow
Russian State University for Humanities, Moscow
Dmitry Ignatov, Gennady Khvorykh, Stefan Nikolic, Makhmud Shaban, and Fouzi Takelait
Higher School of Economics, Moscow
Egor Kostylev
Oxford University
Elizaveta F. Goncharova
Higher School of Economics, Moscow
Eugene Burzilov
Higher School of Economics, Moscow
Robiul Islam
Higher School of Economics, Moscow
Md Tahsir Ahmed Munna
Higher School of Economics, Moscow
Anna Muratova
Higher School of Economics, Moscow
Dmitrii Egurnov
Higher School of Economics, Moscow