The ISFSEA conference provides an excellent platform for fostering discussions on innovative and emerging topics across various fields. The panels are designed to bring together experts, researchers, and practitioners to share insights, address challenges, and explore solutions related to their specialized domains. Each panel focuses on a distinct theme, covering theoretical advancements, practical applications, and interdisciplinary approaches to modern-day problems. Below, you will find detailed information about the conference panels, their topics, and the distinguished chairs leading these discussions.
Panels can be selected directly within the submission system.
Fuzzy Sets and Their Extensions in Decision-Making and Optimization: Applications to Management and Industrial Engineering
Primary Topics Covered in the Panel:
- Theoretical Foundations of Fuzzy Sets and Extensions
- Multi-Criteria Decision-Making (MCDM)
- Supply Chain Optimization
- Production Scheduling and Resource Allocation
- Risk Analysis and Mitigation
- Emerging Trends and Real-World Applications
Panel Chair:

Dr. Amirhossein Nafei
Department of Electro-mechanical Engineering, Guangdong University of Technology, Guangzhou, China
Panel Abbreviation:
FSO-MIE (Fuzzy Sets Optimization - Management and Industrial Engineering)
Fuzzy Decision-Making in Complex Systems: A Mathematical Modelling Approach
Primary Topics Covered in the Panel:
- Fuzzy decision-making in energy, power, and supply chains
- AI and machine learning in fuzzy decision-making
- Interdisciplinary approaches and advancements in fuzzy logic
- Fuzzy decision-making in finance, risk management, and cybersecurity
- Applications in environmental, social, and economic systems
Panel Chair:

Associate Professor Dr. Kavikumar Jacob
Department of Mathematics and Statistics, Faculty of Applied Sciences and Technology, Universiti Tun Hussein Onn Malaysia (Pagoh Campus), Hub Pagoh Education, 84600 Pagoh, Malaysia
Panel Abbreviation:
FDMCS (Fuzzy Decision-Making in Complex Systems)
Generalization of Fuzzy Laws, Decision Making, Fuzzy Supply Chain Management, Neutrosophic Differential Equations and Their Applications
Primary Topics Covered in the Panel:
- Generalization of Fuzzy Laws
- Fuzzy Decision-Making Models
- Fuzzy Supply Chain Management
- Advancements in Fuzzy Logic and Neutrosophic Calculus
- Neutrosophic Differential Equations
- Neutrosophic Logic in Complex Systems
- Three-Way Decision Models
Panel Chair:

Dr. Muhammad Kamran
Research Institute of Business Analytics and SCM, College of Management, Shenzhen University, China
Panel Abbreviation:
GFL-NDEA (Generalization of Fuzzy Laws - Neutrosophic Differential Equations and Applications)
Advances in Soft Computing: Innovations and Applications in Decision-Making
Primary Topics Covered in the Panel:
- Foundations of Soft Computing:
- Principles of fuzzy logic, neural networks, and evolutionary algorithms
- Integration of soft computing techniques with traditional computational methods
- Hybrid Soft Computing Approaches:
- Combining fuzzy systems, machine learning, and optimization algorithms
- Applications of hybrid models in real-world scenarios
- Applications of Soft Computing:
- Decision-making in uncertain and ambiguous environments
- Use cases in healthcare, supply chain management, environmental sustainability, and engineering
- Emerging Trends and Technologies:
- Role of soft computing in artificial intelligence and deep learning
- Enhancing predictive analytics with soft computing techniques
- Challenges and Future Directions:
- Addressing scalability, computational efficiency, and integration challenges
- Opportunities for innovation and interdisciplinary research in soft computing
Panel Chair:

Prof. Dr. Nagarajan Deivanayagampillai
Dean (Associate) R&D, Rajalakshmi Institute of Technology, Chennai, India
Panel Abbreviation:
ASC-IDM (Advances in Soft Computing - Innovations in Decision-Making)
Fuzzy Decision Models in Optimizing Industrial Challenges
Primary Topics Covered in the Panel:
- Fuzzy Logic Applications in Supply Chain Management
- Quality Assurance and Quality Control with Fuzzy Decisioning
- Fuzzy Systems for Production Optimization
- Sustainability and Green Practices in Industries
- Multi-criteria Decision Models with Fuzzy Representations
- Hybrid Models Combining Fuzzy Logic, AI, and ML
Panel Chair:

Dr. Nivetha Martin
Assistant Professor of Mathematics, Arul Anandar College (Autonomous), Karumathur, Madurai, Tamil Nadu, India
Panel Abbreviation:
FDM-OIC (Fuzzy Decisioning Models - Optimizing Industrial Challenges)
Hyperbolic Fuzzy Sets (HyFS) and Their Applications in Modern Decision-Making Challenges
Primary Topics Covered in the Panel:
- Theoretical foundations and properties of Hyperbolic Fuzzy Sets (HyFS)
- Applications of HyFS in criminal investigation and crime linkage
- Role of HyFS in green supplier selection and sustainable supply chain management
- Decision-making using HyFS in social choice theory
- Integrating HyFS with AI/ML for enhanced decision-making
Panel Chair:

Dr. Palash Dutta
Associate Professor, Department of Mathematics, Dibrugarh University, Dibrugarh-786004, Assam, India
Panel Abbreviation:
HyFS-DMC (Hyperbolic Fuzzy Sets - Decision-Making Challenges)
Innovations in Operational Research: Exploring Extended Fuzzy Logic, Inventory Models, and Path Optimization
Primary Topics Covered in the Panel:
- Inventory Models
- Critical Path Methods
- Shortest Path Problems
- Transportation Problems
- Assignment Problems
- Linear Programming Problems
- Minimum Cost Flow Problem
Panel Chair:

Dr. Ranjan Kumar
Department of Mathematics, MLSM College, LNMU University
Panel Abbreviation:
IOR-EFL-IO (Innovations in Operational Research - Extended Fuzzy Logic and Inventory Optimization)
Neutrosophic Set-Based Data Mining
Primary Topics Covered in the Panel:
- Introduction to Neutrosophic Sets and Their Relevance to Data Mining
- Handling Uncertainty and Contradiction in Data
- Neutrosophic Algorithms for Data Preprocessing
- Scalability and Efficiency in Neutrosophic Data Mining
Panel Chair:

Dr. Said Broumi
Laboratory of Information Processing, Faculty of Science Ben M’Sik, University of Hassan II, Casablanca, Morocco
Panel Abbreviation:
NSDM (Neutrosophic Set-Based Data Mining)
Integrating Fuzzy Logic with IoT, Cloud Computing, and Computer Vision: Driving Intelligent and Scalable Solutions
Primary Topics Covered in the Panel:
- Fuzzy Logic in IoT: Managing uncertainty and improving decision-making
- Cloud Computing and IoT Scalability: Enhancing data processing and resource management
- Computer Vision Integration: Real-time data interpretation and automated decision-making
- Cross-Technology Interoperability: Combining Fuzzy Logic, IoT, Cloud, and Computer Vision
- Applications and Case Studies: Real-world use cases in healthcare, smart cities, and industrial automation
- Future Directions: Emerging trends and research opportunities
Panel Chair:
Integrating Fuzzy Logic with IoT, Cloud Computing, and Computer Vision: Driving Intelligent and Scalable Solutions
Primary Topics Covered in the Panel:
- Fuzzy Logic in IoT: Managing uncertainty and improving decision-making
- Cloud Computing and IoT Scalability: Enhancing data processing and resource management
- Computer Vision Integration: Real-time data interpretation and automated decision-making
- Cross-Technology Interoperability: Combining Fuzzy Logic, IoT, Cloud, and Computer Vision
- Applications and Case Studies: Real-world use cases in healthcare, smart cities, and industrial automation
- Future Directions: Emerging trends and research opportunities
Panel Chair:

Dr. Hitesh Mohapatra
School of Computer Engineering, Kalinga Institute of Industrial Technology (KIIT) Deemed to be University, Bhubaneswar-751024, Odisha, India
Panel Co-Chair:

Dr. Soumya Ranjan Mishra
School of Computer Engineering, Kalinga Institute of Industrial Technology (KIIT) Deemed to be University, Bhubaneswar-751024, Odisha, India
Panel Abbreviation:
FL-IoT-CC-CV (Fuzzy Logic - IoT, Cloud Computing, and Computer Vision)
Integrated Multicriteria Approaches to Freight Transportation Resilience and Sustainability
Primary Topics Covered in the Panel:
- Fuzzy decision-making in Freight Transportation Resilience and
Sustainability - Al and machine learning applications in Freight Transportation Resilience and Sustainability
- Hybrid models for sustainable and resilient Freight Transportation
- Case studies in Freight Transportation Resilience and Sustainability
Panel Chairs:

Dr. Mouhamed Bayane Bouraima
Lecturer, Department of Civil Engineering, Sichuan College of Architectural Technology, China

Emmanuel Anu Thompson
Upper Great Plains Transportation Institute, North Dakota State University, USA
Panel Abbreviation:
IMAFTRS (Integrated Multicriteria Approaches to Freight Transportation Resilience and Sustainability)
Applications of Fuzzy and Neutrosophy Methods in the Analysis of Complex Social Phenomena
Primary Topics Covered in the Panel:
- Foundations of Fuzzy Logic and Neutrosophy in Social Phenomena
- Modeling Indeterminacy in Complex Social Systems
- Comparative Methods for Analyzing Social Phenomena
- Applications in Policy Analysis and Decision-Making
- Fuzzy and Neutrosophic Cognitive Maps for Qualitative Modeling
- Fuzzy and Neutrosophic Statistics for Social Data Analysis
Panel Co-Chairs:

Dr. Lorenzo Jovanny Cevallos Torres
Universidad de Guayaquil, Ecuador

Dr. Noel Batista Hernández
Universidad Bolivariana del Ecuador, Ecuador

Dr. Karina Pérez Teruel
Barna Management School, Dominican Republic

Dr. Omar Mar Cornelio
Universidad de las Ciencias Informáticas (UCI), Cuba
Panel Abbreviation:
FNM-CSP (Fuzzy and Neutrosophy Methods - Complex Social Phenomena)
Parametric and Non-Parametric Models in Fuzzy and Extended Fuzzy Environments: Analytical Perspectives and Applications
Primary Topics Covered in the Panel:
- Fuzzy Sets and their Extensions
- Parametric Models in Fuzzy and Extended Fuzzy Environments
- Non-Parametric Models in Fuzzy and Extended Fuzzy Environments
- Handling Uncertainty and Imprecise Information in Analytics
- Fuzzy Mathematical and Statistical Models
- Optimization Techniques in Decision-Making under Uncertainty
- Applications in Operations Research
- Applications in Statistics and Machine Learning
- Applications in Economics and Decision Sciences
Panel Chair:

Dr. Kshitish Kumar Mohanta
Department of Mathematics, Rajendra University, Balangir, Odisha, India
Panel Abbreviation:
PNPM-FEE (Parametric and Non-Parametric Models - Fuzzy and Extended Environments)
Advances in Fuzzy Control Systems: Challenges, Innovations, and Applications
Primary Topics Covered in the Panel:
- Theoretical Advancements
- Hybrid Systems
- Real-World Applications
- Technological Trends
- Future Challenges
Panel Chair:

Dr. Ali Soltani Sharif Abadi
Assistant Professor, Warsaw University of Technology, Poland
Panel Abbreviation:
AFCS-CIA (Advances in Fuzzy Control Systems - Challenges, Innovations, and Applications)
Fuzzification of Algebraic Structures and Hypercompositional Algebra
Primary Topics Covered in the Panel:
- Fuzzy Algebraic Structures and Their Generalizations
- Fuzzy Hypercompositional Algebra and Its Generalizations
- Fuzzy Graphs
- Fuzzy Hypergraphs
Panel Chair:

Dr. Madeleine Al-Tahan
Abu Dhabi University, Abu Dhabi, United Arab Emirates
Panel Abbreviation:
FAS-HA (Fuzzification of Algebraic Structures - Hypercompositional Algebra)
Orthopair Fuzzy Forms and Linguistic Decision Models for Decision-Making in Sustainable Applications
Primary Topics Covered in the Panel:
- Intuitionistic fuzzy sets and their variants
- Pythagorean fuzzy sets and their variants
- Fermatean fuzzy sets and their variants
- Hyperbolic fuzzy sets and their variants
- Generalized orthopair fuzzy sets and their variants
- Single-valued neutrosophic sets and their variants
- Spherical fuzzy sets and their variants
- Picture fuzzy sets and their variants
- Hesitant fuzzy linguistic term sets and their variants
- Sustainability applications
Panel Chair:

Dr. R. Krishankumar
IT Systems and Analytics Area, IIM Bodh Gaya, Bihar 824234, India
Panel Abbreviation:
OFF-LDM-SA (Orthopair Fuzzy Forms - Linguistic Decision Models for Sustainable Applications)
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Linear Optimization under Fuzzy Set and Its Extensions
Primary Topics Covered in the Panel:
- Fuzzy LFP & LP models in the tourism sector
- Fuzzy logics in transportation problems, diet planning
- Fuzzy systems for production planning, hospital management
- Multi-objective models in fuzzy environments
- Fuzzy LP model in game matrix
- Membership functions of fuzzy goals and their fuzzy constraints
- Technical concepts of fuzzy multiple objective decision-making
- Fuzzy dual problem and its application
- Fuzzy sensitivity analysis
Panel Chair:


Dr. Sapan Kumar Das
IT Ministry of Finance, Government of India
Dr. Rajeev Prasad
Assistant Professor, Department of Mathematics, GLA University, Mathura, India
Panel Abbreviation:
LO-FSE (Linear Optimization - Fuzzy Set Extensions)
Advancements in Fuzzy Set Extensions: Designing Algebraic and Graph Theoretic Structures with Practical Applications
Primary Topics Covered in the Panel:
- Groups
- Rings
- Fields
- Lattices
- Vector spaces
- Algebras and near-algebras
- Graph theory
Panel Chair:



Dr. Sudipta Gayen
Assistant Professor, Centre for Data Science, Faculty of Engineering and Technology, Siksha ‘O’ Anusandhan Deemed to be University, Bhubaneswar, Odisha, India
Prof. Manoranjan Kumar Singh
Department of Mathematics, Magadh University, Bodh Gaya, Bihar, India
Dr. Ranjan Kumar
Assistant Professor, Department of Mathematics, MLSM College, L.N. Mithila University, Darbhanga, Bihar, India
Panel Abbreviation:
AFSE (Advancements in Fuzzy Set Extensions)