Special Stream on Data Driving Methods of Computational Diagnostics
The Stream focuses on modern trends in data-driven methods of computational diagnosis and their applications in real problems of technical and biomedical diagnosis.
Topics of interest include, but are not limited to:
- Machine learning
- Feature Selection
- Feature Extraction
- Instance Selection and Sample Forming
- Artificial Neural Networks
- Neuro-fuzzy networks
- Genetic and Swarm optimization
- Immunocomputing
- Explainable AI
We would like to invite the potential authors of papers that address both methodological advancements and practical implementations in the problems of computational diagnosis.
Submissions should provide a clear formalization of the problem, detail the proposed methodologies, and include comparative analyses with existing approaches where applicable. Empirical validation through computational experiments or real-world applications is highly encouraged to demonstrate the efficacy of the proposed solutions.
Co-Chairmen of Stream
- Prof. Vitaly Levashenko, University of Zilina, Zilina, Slovak Republic
- Prof. Sergey Subbotin, National University "Zaporizhzhia Polytechnic", Zaporizhzhia, Ukraine
IPC Members:
- Prof. Andrii Oliinyk, National University "Zaporizhzhia Polytechnic", Zaporizhzhia, Ukraine
- Prof. Elena Zaitseva, University of Zilina, Zilina, Slovak Republic
- Prof. Piotr Bilski, Warsaw Universityb of Technology, Poland
- Prof. Yevgeniy Bodyanskiy, Kharkiv National University of Radio Electronics, Kharkiv, Ukraine
- Dr Ivan Izonin, Lviv Polytechnic Natonl Univesity, Lviv, Ukraine
Dates and Deadlines
Extended Abstract Submission:
27 April 2025
18 May 2025
LAST Extended Abstract Submission for Special Streams and Workshops ONLY:
22 June 2025
Late paper submission (need to fulfill Camera Ready requirements: 4-6 pages):
13 July 2025
Notification of Late paper acceptance:
20 July 2025
08 August 2025
Notification of Delayed (by reviewers) Papers Acceptance:
29 June 2025
08 August 2025
Camera ready paper:
27 July 2025
15 August 2025
Early registration:
30 June 2025 -
03 August 2025
30 June 2025 -
15 August 2025
