2022 IEEE International Conference on Evolving and Adaptive Intelligent Systems
Location : Larnaca, Cyprus
Date : May 25-26, 2022
The conference series has a history starting in 2006 in Lake District (England). It was held after that in Witten-Bommerholz (Germany), Nashville (USA), Leicester (England), Paris (France), Madrid (Spain), Singapore, Linz (Austria), Douai (France), Natal (Brasil) and Ljubljana. Authors of selected papers will be invited to submit extended versions for possible inclusion in a special issue of the Journal Evolving Systems (Springer).
University of Ljubljana
“EVOLVING NEURO-FUZZY SYSTEMS IN MONITORING AND CONTROL”
Abstract: Major assumptions in computational intelligence and machine learning consist of the availability of a historical dataset for model development, and that the resulting model will, to some extent, handle similar instances during its online operation. However, in many real- world applications, these assumptions may not hold as the amount of previously available data may be insufficient to represent the underlying system, and the environment and the system may change over time. As the amount of data increases, it is no longer feasible to process data efficiently using iterative algorithms, which typically require multiple passes over the same portions of data. Evolving identification from data streams has emerged as a framework to address these issues properly by self-adaptation, single-pass learning steps and evolution as well as contraction of model components on demand and on the fly. This talk focuses on evolving fuzzy model identification on-line, in real-time environments where learning and model development should be performed incrementally, and the use of this kind of models in monitoring and control.
07 June, 2022: Proceedings are now available
20 May, 2022: Check out the Social Events of the conference!
04 May, 2022: Travel Information and Health & Safety Requirements
19 Apr, 2022: Accepted Papers
29 Mar, 2022: Keynote speaker announced
18 Mar, 2022: Author registration has been extended to 15 Apr, 2022
22 Feb, 2022: Registration is now open
07 Jan, 2022: Paper Submission deadline has been extended.
05 May, 2021: Announcement of Important Dates