Computational Intelligence and Data Mining - 12^th international workshop

As a part of a bundle of workshops on theory and application of information technology – ITAT 2024, which takes place in Drienica in the charming Eastern Beskids in Slovakia on September 20−24, 2024, the 12th international workshop Computational Intelligence and Data Mining – IWCIDM 2024 is organized.

We welcome contributions concerning all topics related to these two overlapping areas, in particular the following:

• All kinds of learning, including, reinforcement learning, active learning and metalearning
• Artificial neural networks, including deep networks
• Metaheuristics, including evolutionary algorithms and evolutionary optimization
• Fuzzy systems, including fuzzy reasoning
• Data mining, including graph mining and web mining, based on probabilistic, statistical or machine learning methods
• Statistical models, including distribution models, regression models and classifiers
• Rules extraction from data
• Data engineering and data quality
• Statistical software, including software for big data
• Applications of computational intelligence and data mining methods

Invited talk:

• Ostap Okhrin (Technical University of Dresden): Reinforcement Learning in Transportation

Prospective authors are requested to prepare a paper of 5-8 pages length in English, according to the CEUR two-columns latex style and to submit it using the EasyChair system. Each submitted paper will be reviewed by usually 4 members of the international program committee. The accepted papers will be published in ITAT proceedings, which will be made publicly available through the frequently accessed CEUR Workshop Proceedings publication service (CEUR-WS.org).

The registration fee for the ITAT conference covers not only participation, but also 4 nights lodging and 4 days full catering at the conference hotel: 410 € regular, 355 € for students.

Program committee

• Dirk Arnold, Dalhousie University, Halifax
• Petr Berka, University of Economics, Prague
• Daniela Chudá, KiNIT, Bratislava
• Carola Doerr, Sorbonne University, Paris
• Jan Faigl, Czech Technical University, Prague
• Johannes Fürnkranz, Johannes Kepler University, Linz
• Pitoyo Hartono, University of Chukyo
• Martin Holeňa, Czech Academy of Sciences, Prague
• Tomáš Horváth, Edinburgh Napier University
• Ján Hric, Charles University, Prague
• Arne Johannssen, University of Hamburg
• Jan Kalina, Czech Academy of Sciences, Prague
• Jiří Kléma, Czech Technical University, Prague
• Georg Krempl, University of Utrecht
• Tomas Krilavičius, Vytautas Magnus University, Kaunas
• Antoni Ligęza, AGH University of Science and Technology, Krakow
• Rafael Gomes Mantovani, Federal Uiversity of Technology, Paraná
• Lauro Cassio Martins de Paula, Brasil Federal University, Bahia
• Jakub Nalepa, Silesian University of Technology, Gliwice
• Mirko Navara, Czech Technical University, Prague
• Ostap Okhrin, Technical University of Dresden
• Irina Perfilieva, University of Ostrava
• Tomáš Pevný, Czech Technical University, Prague
• Jan Rauch, University of Economics, Prague
• Fabio Vandin, University of Padua
• Tingting Zhang, Mid-Sweden University, Sundsvall
• Filip Železný, Czech Technical University, Prague