Thrust Areas (But not limited to)

Track-1: Data Science and Analytics

Applied Soft Computing
Probabilistic Modelling
Gaussian Processes
Exploratory Data Analysis
Data Management & Engineering
Imbalanced Data Visualization and Analysis
Feature Selection / Dimensionality Reduction
Programming & Tools
Domain Applications
Topological Data Analysis

Track-2: NLP and LLM

Text Detection from Visual Mediums
Large Language Models
Text Summarization
Generative Texts
Electronics Health Record Analysis
Question and Answer
Hallucination Detection
Knowledge Graph
Multimodal Language Processing
Language Technologies for Low-resource Languages

Track-3: IoT, Sensors and Sensor Networks

Routing and Addressing
Internet of Medical Things
Internet of Vehicles / Drone
Mobile e-commerce, multimedia
Wireless network architectures
Mobile sensor networks
Personal area networks
Network Economics and Game Theoretic Modeling
Power management and control, low-power protocols

Track-4: Cryptography and Blockchain

Blockchain in Education
Smart Contracts and Verification
Transaction Monitoring and Analysis
Regulations & Policies in Cryptocurrency
Blockchain for Internet of Things/Cyber Physical Services
Blockchain-Driven Supply Chain Management Systems
Distributed Consensus & Fault Tolerance Algorithms
Performance, Scalability Issues in Blockchain
Distributed Database for Blockchain
Blockchain-based Decentralized App Development

Track-5: Applications of AI and ML

Automation with Agentic AI
Metric Learning
Recommendation Systems
Explainable AI (XAI)
Ethics of AI
ML in Climate Action
Scalable ML
Time-series Forecasting
Indoor Localization
Biometric Systems and Bioinformatics
Brain Signal Classification
fMRI Data Visualization and Analysis
Neuro-rehabilitation

Track-6: Computer Vision and Image processing

Image Classification
Image Restoration
Image Registration
Pose Estimation
Satellite Image Analysis
Space Objects Detection
Video-based Smart Surveillance
Face Expression Recognition
Object Detection and Segmentation
Human Activity Recognition
Visual Question Answering
Brain Image Segmentation

Track-7: Deep Learning and GenAI

Foundational Model Architectures
Training & Optimization Techniques
Multimodal & Cross-Modal Generation
Reasoning, Planning & Agentic Systems
Detection of AI-generated content (deepfakes, text)
Efficient inference techniques (quantization, pruning)
Reinforcement Learning from Human Feedback (RLHF) and alignment

Track-8: Advanced and Emerging Technologies

Quantum Machine Learning
Quantum Communication
Social Network Analysis
Metabolic Networks
Traffic Networks
Supply-chain Networks
Gene Regulatory Network
Accelerated Computing