Special Session
Special Session on
Dynamic Modeling in Big Data Applications -
DMBDA
2025
10 - 12 June, 2025 - Bilbao, Spain
Within the 14th International Conference on Data Science, Technology and Applications - DATA 2025
* CANCELLED *
CO-CHAIRS
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Zeev Volkovich
ORT Braude College
Israel
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Brief Bio
Zeev Volkovich is the Head of the Department of Software Engineering Ort Braude College, Karmiel, Israel and also affiliated with the Department of Mathematics and Statistics, University of Maryland at Baltimore County. He received his Ph.D. in Probability Theory and Mathematical Statistics in 1982. Dr. Volkovich has been doing research in statistical pattern recognition, feature selection, text mining, stochastic models, and generalized convolutions. His recent research includes classification with unsupervised learning and clustering evaluation.
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Oleg Granichin
Saint Petersburg State University
Russian Federation
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SCOPE
As big data continues to grow in volume, velocity, and variety, traditional static models are proving insufficient to meet the demands of modern applications. This special session focuses on the benefits of dynamic modeling and Compressed Sensing (CS) techniques in addressing the challenges of big data applications. Contributions in the following areas are highly encouraged: real-time and streaming data analytics, adaptive learning and model evolution, particularly in concept drift, and applications of CS in time-varying and dynamic systems. This session will bring together researchers and industry experts to discuss the latest innovations, challenges, and opportunities in discussed and related fields, including applying dynamic modeling techniques to big data problems.
TOPICS OF INTEREST
Topics of interest include, but are not limited to:
- Real-time and streaming data analytics
- Adaptive learning and model evolution (concept drift)
- Compressed Sensing techniques in distributed control
- Time-varying and dynamic systems
IMPORTANT DATES
Paper Submission:
April 7, 2025
Authors Notification:
April 22, 2025
Camera Ready and Registration:
May 2, 2025
SPECIAL SESSION PROGRAM COMMITTEE
Available soon.
PAPER SUBMISSION
Prospective authors are invited to submit papers in any of the topics listed above.
Instructions for preparing the manuscript (in Word and Latex formats) are available at: Paper Templates
Please also check the Guidelines.
Papers must be submitted electronically via the web-based submission system using the appropriated button on this page.
PUBLICATIONS
After thorough reviewing by the special session program committee, all accepted papers will be published in a special section of the conference proceedings book - under an ISBN reference and on digital support - and submitted for indexation by SCOPUS, Google Scholar, DBLP, Semantic Scholar, EI and Web of Science / Conference Proceedings Citation Index.
SCITEPRESS is a member of CrossRef (http://www.crossref.org/) and every paper is given a DOI (Digital Object Identifier).
All papers presented at the conference venue will be available at the SCITEPRESS Digital Library