MLLSCP 2022
Special Session on Machine Learning in Large-Scale and Complex Problems
at the 14th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2022)Ho Chi Minh City, Vietnam
Conference website: http://www.aciids.pwr.edu.pl
Special Session Organizers
Prof. Jan Kozak
Department of Machine Learning; Faculty of Informatics and Communication
University of Economics in Katowice, Poland
E-mail: jan.kozak@ue.katowice.pl
Dr. Przemysław Juszczuk
Department of Machine Learning; Faculty of Informatics and Communication
University of Economics in Katowice, Poland
E-mail: przemyslaw.juszczuk@ue.katowice.pl
Dr. Barbara Probierz
Department of Machine Learning; Faculty of Informatics and Communication
University of Economics in Katowice, Poland
E-mail: barbara.probierz@ue.katowice.pl
Department of Machine Learning; Faculty of Informatics and Communication
University of Economics in Katowice, Poland
E-mail: jan.kozak@ue.katowice.pl
Dr. Przemysław Juszczuk
Department of Machine Learning; Faculty of Informatics and Communication
University of Economics in Katowice, Poland
E-mail: przemyslaw.juszczuk@ue.katowice.pl
Dr. Barbara Probierz
Department of Machine Learning; Faculty of Informatics and Communication
University of Economics in Katowice, Poland
E-mail: barbara.probierz@ue.katowice.pl
Objectives and topics
The usability of machine learning-related methods among subjects like medicine, finance, artificial intelligence, text mining, image analysis is apparent. However, nowadays, we face problems in which the number of objects, attributes, and constraints is enormous. The machine learning algorithms often fail to derive satisfactory solutions. Thus there is a need for further improvements. Introducing new concepts, like Big data or stream data, and the Internet of Things forces users to extend existing solutions further.
The MLLSCP 202021 Special Session at the 14th Asian Conference on Intelligent Information and Database Systems is devoted to various methods related to the field of machine learning methods. We are particularly interested in papers extending existing algorithms and presenting these methods to real-world problems. In addition, various hybrid approaches focused on classification and regression are also welcomed. The scope of the session includes, but is not limited to the following subjects:
The MLLSCP 202021 Special Session at the 14th Asian Conference on Intelligent Information and Database Systems is devoted to various methods related to the field of machine learning methods. We are particularly interested in papers extending existing algorithms and presenting these methods to real-world problems. In addition, various hybrid approaches focused on classification and regression are also welcomed. The scope of the session includes, but is not limited to the following subjects:
- Swarm and Evolutionary algorithms and their applications;
- Multicriteria optimization for large scale problems;
- Decision Support systems;
- Data classification and data clustering;
- Decision trees and ensemble methods;
- Stream data analysis;
- Big Data representation;
- Association rule mining;
- Pattern recognition;
- Artificial neural networks and deep learning;
- Contributions from similar subjects e.g. Computational Learning Models, Evolutionary Techniques, Multi-Agent Systems.
ACIIDS 2022 important dates
Submission of papers: 22 May 2022 (Hard deadline)
Notification of acceptance: 11 July 2022
Camera-ready papers: 25 July 2022
Registration & payment: 25 July 2022
Conference date: 28-30 November 2022
Notification of acceptance: 11 July 2022
Camera-ready papers: 25 July 2022
Registration & payment: 25 July 2022
Conference date: 28-30 November 2022