| Vol-3233 urn:nbn:de:0074-3233-3 Copyright © 2022 for the individual papers by the papers' authors. Copyright © 2022 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# FCA4AI 2022
What can FCA do for Artificial Intelligence 2022

### Proceedings of the 10th International Workshop "What can FCA do for Artificial Intelligence?"
co-located with the 31st International Joint Conference on Artificial Intelligence (IJCAI-ECAI 2022)

### Vienna, Austria, July 23, 2022.

Edited by

### Sergei O. Kuznetsov *
Amedeo Napoli **
Sebastian Rudolph ***

* National Research University Higher School of Economics, Faculty of Computer Science, Moscow, Russia
** Université de Lorraine, CNRS, Inria, LORIA, F-54000, Nancy, France
*** Technische Universität, Dresden, Germany

## Table of Contents

Summary: There were 10 papers submitted for peer-review to this workshop. Out of these, 7 papers were accepted for this volume. In addition there was 1 invited talk.

- Preface

- FCA: a Step From Lattice Theory to Efficient Pattern Mining Approaches(Invited Talk) 7-8
  Karell Bertet
- Intrinsically Interpretable Document Classification via Concept Lattices 9-22
  Eric George Parakal, Sergei O. Kuznetsov
- Towards Fast Finding Optimal Short Classifiers 23-34
  Egor Dudyrev, Sergei O. Kuznetsov
- Can FCA Provide a Framework for Artificial General Intelligence? 35-40
  Francisco J. Valverde-Albacete, Carmen Peláez-Moreno, Inma P. Cabrera, Pablo Cordero, Manuel Ojeda-Aciego
- Small Overfitting Probability in Minimization of Empirical Risk for FCA-based Machine Learning 41-50
  Dmitry V. Vinogradov
- Framework for Pareto-Optimal Multimodal Clustering 51-62
  Mikhail Bogatyrev, Dmitry Orlov
- Lazy Classification of Underground Forums Messages Using Pattern Structures 63-74
  Abdulrahim Ghazal, Sergei O. Kuznetsov
- Organizing Contexts as a Lattice of Decision Trees for Machine Reading Comprehension 75-87
  Boris Galitsky, Dmitry Ilvovsky, Elizaveta Goncharova

2022-09-01: submitted by submitted by Amedeo Napoli, metadata incl. bibliographic data published under Creative Commons CC0
2022-10-07: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|