| Vol-3911 urn:nbn:de:0074-3911-X Copyright © 2024 for the individual papers by the papers' authors. Copyright © 2024 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 2024
What can FCA do for Artificial Intelligence 2024

### 12th International Workshop "What can FCA do for Artificial Intelligence?
co-located with the 27th European Conference on Artificial Intelligence (ECAI 2024)

### Santiago de Compostela, Spain, October 19, 2024.

Edited by

Amedeo Napoli *
Sebastian Rudolph **
* Université de Lorraine, CNRS, 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, 8 papers were accepted for this volume as 5 regular and 3 short papers. In addition there was one invited talk.

- Preface 1-6
  Sergei O. Kuznetsov, Amedeo Napoli, Sebastian Rudolph
- Modelling Commonsense Knowledge about Concepts with Language Models (invited talk) 7-8
  Zied Bouraoui
- KLM-style Defeasible Reasoning on Concepts 9-14
  Fei Liang, Krishna Manoorkar, Alessandra Palmigiano, Apostolos Tzimoulis
- Conjunctive Concept Algebras - Named Perspective 15-26
  Jens Kötters, Stefan E. Schmidt
- When Contranominal Scales Give a Solution to the Zarankiewicz Problem? 27-38
  Dmitry I. Ignatov
- Training Neural Networks Based on Formal Concepts 39-46
  Sergei O. Kuznetsov, Mariia Zueva
- Clustering with Stable Pattern Concepts 47-58
  Egor Dudyrev, Mariia Zueva, Sergei O. Kuznetsov, Amedeo Napoli
- Clustering with Axialities 59-66
  Sergei O. Kuznetsov
- A System for Different Concepts Generation and Application 67-80
  Xenia Naidenova, Viсtor Shagalov, Tatiana Martirova
- Improvements to Lattice Drawing With fca.sty 81-87
  Tobias Schlemmer

2024-12-27: submitted by Amedeo Napoli, Sebastian Rudolph editors, metadata incl. bibliographic data published under Creative Commons CC0
2025-02-03: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|