posted by organizer: humengjun5012 || 416 views || tracked by 1 users: [display]

IJCRS 2024 : International Joint Conference on Rough Sets


When May 17, 2024 - May 20, 2024
Where Halifax, Canada
Submission Deadline Feb 10, 2024
Notification Due Apr 10, 2024
Final Version Due May 3, 2024
Categories    computer science   rough set   data mining   data science

Call For Papers

Rough Sets were introduced by Zdzisław Pawlak in the early '80s and developed further as a method of knowledge representation and processing based on uncertain data and incomplete information. Nowadays, Rough Set theory is widely recognized to have great importance in several fields, including artificial intelligence, mathematics, knowledge representation and machine learning, as evidenced by the increasing number of works concerned with its applications and theoretical foundations.

The 2024 International Joint Conference on Rough Sets (IJCRS 2024) will take place in Halifax (Canada) from May 17 to May 20, 2024, and will be hosted by the MSc in Computing and Data Analytics (MCDA) program at Saint Mary's University, Halifax. IJCRS is the principal international conference sponsored by the International Rough Set Society (IRSS).

The IJCRS conference aims to be the main location for disseminating novel foundational results and practical applications, enabling the discussion of problems and exchange of ideas, as well as bringing together academic and industrial perspectives, centred around rough sets and related disciplines (such as granular computing, three-way decisions and fuzzy sets).

We invite submissions of original and previously unpublished research on rough set theory, including but not limited to the following topics:

Core Rough Set Models And Methods: Covering/Neighborhood-based rough set models; Decision-theoretic rough set models; Dominance-based rough set models; Game-theoretic rough set models; Logic in rough set models; Partial rough set models; Rough-Bayesian models; Rough clustering; Rough computing; Rough mereology; Rough-set-based feature selection; Rule-based systems; Variable precision rough set models

Related Methods And Hybridization: Anomaly, outlier, and novelty detection; Decision support systems; Dempster-Shafer theory; Formal concept analysis; Fuzzy sets; Fuzzy rough sets and rough fuzzy sets; Granular computing; Intelligent agent models; Interval computations; Nature-inspired computation models; Petri nets; Rough sets in data science, artificial intelligence, and machine learning; Three-way decision; Three-way data analytics; Topology and matroids; Uncertain and approximate reasoning; Uncertainty theory

Areas Of Applications: Astronomy and atmospheric sciences; Big data analytics; Bioinformatics; Business intelligence and business data analytics; Computer vision and image processing; Cybernetics and robotics; Financial markets; Interactive computing; Knowledge discovery; Knowledge engineering and representation; Medicine and health; Natural language processing; Retail and E-commerce; Risk monitoring; Semantic web; Smart cities; Telecommunications; Transportation; Web mining and text mining

Related Resources

ICDM 2024   24th Industrial Conference on Data Mining
RSTA 2023   5th International Symposium on Rough Sets: Theory and Applications
ACM-Ei/Scopus-CCISS 2024   2024 International Conference on Computing, Information Science and System (CCISS 2024)
LREC-COLING 2024   The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation
IEEE Xplore-Ei/Scopus-CVIV 2024   2024 6th International Conference on Advances in Computer Vision, Image and Virtualization (CVIV 2024) -EI Compendex
CCESG 2024   2024 International Joint Conference on Clean Energy and Smart Grid (CCESG 2024)
IEEE Xplore-Ei/Scopus-CTISC 2024   2024 6th International Conference on Advances in Computer Technology, Information Science and Communications (CTISC 2024) -EI Compendex
SI DFSTE 2023   SPECIAL ISSUE on Development of Fuzzy Sets and Their Extensions
ICBDB 2023   2023 5th International Conference on Big Data and Blockchain(ICBDB 2023)
MLDM 2024   20th International Conference on Machine Learning and Data Mining