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
Received on Thursday, 21 July 2022 22:06:14 UTC