Artificial Intelligence


• Foundation Models, Generative AI and Diffusion Models
• LLM Systems, Optimization, Compression and Efficient Inference
• Agentic AI, Autonomous AI Agents and Multi Step Reasoning
• Machine Learning, Deep Learning and Representation Learning
• Reinforcement Learning, Bandits and Sequential Decision Making
• Probabilistic Modeling, Bayesian Learning and Causal Inference
• Causal Representation Learning and Counterfactual Reasoning
• AutoML, Neural Architecture Search and Automated ML Pipelines
• Trustworthy, Robust, Safe and Explainable AI
• Adversarial Machine Learning and Model Security
• Multimodal AI (Vision–Language–Audio–Graph)
• Computer Vision, 3D Vision and Scene Understanding
• Speech, Audio and Natural Language Processing
• Graph Neural Networks, Graph Transformers and Graph Foundation Models
• Neuro Symbolic AI and Knowledge Driven Reasoning
• AI for Code, Program Synthesis and Software Intelligence
• Robotics, Embodied AI and Autonomous Systems
• Edge AI, TinyML and Pervasive Intelligence

Data Science


• Data Science Theory, Methods and Pipelines
• Data Centric AI, Data Quality Optimization and Data Curation
• Big Data Architectures, Distributed Systems and Scalable ML
• AI Infrastructure, GPU/TPU Optimization and Model Parallelism
• Data Lakes, Warehouses and Lakehouse Architectures
• Data Integration, Cleaning, Wrangling and Feature Engineering
• Data Provenance, Lineage and Trustworthy Data Pipelines
• Vector Databases, Embedding Search and Neural Retrieval
• Information Retrieval, RAG 2.0 and Hybrid Search
• Cloud, Edge and Federated Data Science
• MLOps, Model Deployment, Monitoring and DataOps
• Privacy Preserving Data Science (DP, MPC, HE)
• Synthetic Data Generation, Evaluation and Simulation
• Visual Analytics, Dashboards and Interactive Exploration

Data Mining


• Foundations of Data Mining and Knowledge Discovery
• Classification, Regression, Clustering and Association Analysis
• Dimensionality Reduction, Manifold Learning and Feature Selection
• Outlier, Anomaly and Novelty Detection
• Time Series, Forecasting and Sequential Pattern Mining
• Graph Mining, Network Mining and Knowledge Graph Reasoning
• Text, Web, Video and Multimedia Data Mining
• Spatial, Spatio Temporal and Trajectory Data Mining
• Data Stream Mining and Online Learning
• Human Centered and Human in the Loop Data Mining
• Constraint Based and Knowledge Guided KDD
• Parallel, Distributed and Scalable Data Mining Algorithms
• Mining from Noisy, Incomplete and Low Quality Data
• Security, Privacy and Information Hiding in Data Mining
• LLM Data Mining, Dataset Curation and Training Data Analysis
• Explainable Data Mining and Transparent KDD
• AutoKDD and Automated Feature Engineering

Applied AI, Data Mining and Data Science


• Educational Data Mining and Learning Analytics
• Medical, Healthcare and Bioinformatics Data Mining
• AI for Drug Discovery, Protein Design and Molecular ML
• Enterprise, Finance and Business Analytics
• IoT, Cyber Physical Systems and Sensor Data Analytics
• Disaster Prediction, Risk Modeling and Crisis Analytics
• Operations Research, Optimization and Decision Support
• Semantic Web, Knowledge Graphs and Web Intelligence
• AI for Climate, Sustainability and Environmental Modeling
• AI for Cybersecurity and Threat Detection
• AI for Science (Physics, Chemistry, Materials)
• AI for Social Good and Public Policy

Theory, Foundations and Emerging Topics


• Computational Learning Theory and Generalization
• Statistical Methods for Intelligent Data Analysis
• Mechanistic Interpretability and Model Internals
• Optimization for Deep Learning at Scale
• Self Supervised Learning and Foundation Model Pretraining
• Reasoning, Planning and Sequential Decision Processes
• Knowledge Representation, Reasoning and Learning
• Responsible AI, Data Ethics and AI Governance
• Mining Trends, Opportunities, Risks and Future Directions

Hard copy of the proceedings will be distributed during the Conference. The softcopy will be available on International Journal on Cybernetics & Informatics (IJCI) Proceedings.