10th International Workshop ``What can FCA do for Artificial Intelligence?'
(FCA4AI 2022)
July 23 2022
31st International Joint Conference on Artificial Intelligence (IJCAI-ECAI 2022)
Messe Wien, Vienna, Austria
The whole event will be free (no preliminary registration) and online.
The connexion link is the following:
https://us06web.zoom.us/j/84020797030?pwd=QVVLSGxWdEw0Nzk5V3RpMW1nRHNRQT09
11h00 (Vienna time): Opening
11h00-12h00
Session 1: FCA for XAI
11h00-11h30
Building an Intrinsically Interpretable Document Classifier with Concept Lattices
Eric George Parakal and Sergei O. Kuznetsov
11h30-12h00
Towards Fast Finding Optimal Short Classifiers
Egor Dudyrev and Sergei O. Kuznetsov
12h00-13h00
Session 2: Invited Talk
Karell Bertet
FCA, a Step From Lattice Theory to Efficient Pattern Mining Approaches
Lunch Break: 13h00-14h00
14h00-15h30
Session 3: Extensions and Theory
14h00-14h30
Can FCA Provide a Framework for Artificial General Intelligence?
Francisco J. Valverde-Albacete, Carmen Peláez-Moreno, Inma P. Cabrera, Pablo Cordero, and
Manuel Ojeda-Aciego
14h30-15h00
Small Overfitting Probability in Minimization of Empirical Risk for FCA-based Machine
Learning
Dmitry V. Vinogradov
15h00-15h30
Framework for Pareto-Optimal Multimodal Clustering
Mikhail Bogatyrev and Dmitry Orlov
Afternoon Break: 15h30-15h45
15h45-17h30
Session 4: FCA and NLP
15h45-16h15
Lazy Classification of Underground Forums Messages Using Pattern Structures
Abdulrahim Ghazal and Sergei O. Kuznetsov
16h15-17h00
Extended presentation:
Organizing Contexts as a Lattice of Decision Trees for Machine Reading Comprehension
Boris Galitsky, Dmitry Ilvovsky, and Elizaveta Goncharova
17h00
Final Discussion and Wrap Up