Call for Papers

The topics of interest for submission include, but are not limited to:

◕ Theoretical Foundations of Granular Ball Computing

   Granular ball computational models and frameworks 

   Information representation in granular ball computing 

   Granular ball algebra and operations 

   Granular ball logic and reasoning 

   Granular ball approximation and rough set theory 

   Topological structures of granular balls 

   Granular ball fuzzy systems 

   Computational complexity in granular ball computing 

   Data consistency and integrity in granular ball systems 

   Mathematical foundations of granular ball computing


◕ Algorithms and Methods for Granular Ball Computing

   Granular ball clustering algorithms 

   Granular ball classification and regression techniques 

   Feature extraction and selection based on granular balls 

   Dimensionality reduction methods for granular ball data 

   Optimization algorithms in granular ball computing 

   Evolutionary and metaheuristic approaches with granular balls 

   Data fusion and integration using granular balls 

   Uncertainty management in granular ball computing 

   Model training and validation for granular ball systems 

   Algorithms for dynamic granular ball systems


◕ Applications of Granular Ball Computing in Artificial Intelligence

   Granular ball neural networks 

   Machine learning with granular balls 

   Granular ball based deep learning techniques 

   Knowledge representation and reasoning using granular balls 

   Intelligent decision-making systems based on granular balls 

   Granular ball approaches in natural language processing 

   Applications of granular ball computing in computer vision 

   Granular ball reinforcement learning 

   Cognitive computing with granular balls 

   Granular ball intelligent robotic systems


◕ Applications of Granular Ball Computing in Big Data and Information Systems

   Granular ball data management 

   Granular ball data mining techniques 

   Granular ball analysis for big data 

   Cloud computing applications of granular ball computing 

   IoT data processing using granular balls 

   Granular ball database systems 

   Information retrieval based on granular balls 

   Data security and privacy in granular ball systems 

   Distributed computing with granular balls 

   Information system architectures for granular ball computing


◕ Applications of Granular Ball Computing in Engineering and Science

   Applications of granular ball computing in control engineering 

   System modeling and simulation with granular balls 

   Granular ball computing in bioinformatics 

   Granular ball image processing 

   Applications in medical diagnosis using granular balls 

   Granular ball applications in environmental science 

   Signal processing techniques based on granular balls 

   Granular ball intelligent manufacturing 

   Energy system optimization with granular ball computing 

   Granular ball computing applications in transportation systems


◕ Frontier Issues and Interdisciplinary Research in Granular Ball Computing

   Granular ball computing and quantum computing 

   Fusion of multi-granular ball systems 

   Challenges and future trends in granular ball computing 

   Granular ball computing and complex networks 

   Granular ball computing and cognitive science 

   Societal impacts of granular ball computing 

   Ethical and legal issues in granular ball computing 

   Interdisciplinary studies in granular ball computing 

   Human-computer interaction in granular ball computing 

   Emerging technologies in granular ball computing