posted by organizer: Malgorzata || 498 views || tracked by 1 users: [display]

KES CDC 2022 : Complex and dispersed classifiers at KES 2022 Innovation in Knowledge Based and Intelligent Engineering Systems


When Sep 7, 2022 - Sep 9, 2022
Where Italy, Verona
Submission Deadline Apr 30, 2022
Notification Due May 13, 2022
Final Version Due Jun 3, 2022

Call For Papers

he aspect of using complex classifiers or ensembles of classifiers becomes extremely important due to the fact that increasingly we deal with difficult, multidimensional, and large data. Ensemble methods can generalize better and reduce the overfitting in comparison with a single classifier. Moreover, in the case of classifiers that perform local searches, the use of multiple classifiers often brings very good results. Using complex classifiers with hierarchical, parallel, or otherwise organized structures we can also speed up the computations with the help of parallel processing. Sometimes the improvement of classification time and quality can be obtained by searching only subspaces of possible solutions.

The main goal of the session is to attract researchers who will present their contributions, interdisciplinary approaches, or case studies in the area of complex and dispersed classifiers. Submissions are expected from, but not limited to the following topics: ensembles of classifiers, complex rule-based systems, data analytics, data mining using difficult data, as well as various aspects of machine learning, big data, and parallel processing.

Paper Submission
All papers must be written in standard English. The maximum page limit is 10 inclusive of figures and tables. Submissions need to be submitted in pdf format through the through the PROSE online submission and review system.

Małgorzata Przybyła-Kasperek, University of Silesia in Katowice, Poland
Rafał Skinderowicz, University of Silesia in Katowice, Poland

Related Resources

KES 2024   28th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems
KES-IDT (IS07) 2024   16th International KES Intelligent Decision Technologies conference - Invited Session Responsible and Trustworthy Artificial Intelligence (IS07)
KES - IADSP 2024   KES 2024 -- Invited Session on Interdisciplinary Approaches in Data Science Practice
KES - IADT 2024   KES 2024 -- Invited Session on Interdisciplinary Approaches in Digital Transformation
Informed ML for Complex Data@ESANN 2024   [DEADLINE EXTENDED] Informed Machine Learning for Complex Data special session at ESANN 2024
ICIKM 2024   2024 13th International Conference on Innovation, Knowledge, and Management (ICIKM 2024)
CNFSEM 2024   Complex networks for Smart environments management
Complex Networks 2024   13 th International Conference on Complex Networks & Their Applications
ICECCS 2024   28th International Conference on Engineering of Complex Computer Systems
ICAII 2024   2024 the 2nd International Conference on Artificial Intelligence Innovation (ICAII 2024)