Centre For Artificial Intelligence Research (C-FAIR)
Journal Publications
- V Gunasekaran, Arun Pandian J, “GraphLane: A Spatio-Temporal Graph Learning Framework for Lane Localization”, Frontiers in Artificial Intelligence, 9, 1946849, 2026, (Q1, IF: 6.7).
- R Manikandan, Arun Pandian J, “Proximal Policy Optimization-guided novelty-aware multi-strategy particle swarm optimization for adaptive traffic signal optimization”, Frontiers in Artificial Intelligence, 9, 1965356, 2026, (Q1, IF: 6.7).
- R Ramanathan, M Mageshbabu, Aswani Kumar Cherukuri, “Adversarial Defense and Detection Framework for Encrypted Network Traffic Classification”, Concurrency and Computation: Practice and Experience, 38, 14, 2026, (Q2, IF: 2.2)
- Shyam Sihare, Aswani Kumar Cherukuri, “A Novel Quantum-Classical Hybrid Circuits for Adaptive Hardware-Based Machine Learning”, SN Computer Science, 7, 638, 2026, (Q2, IF: 2.8)
- R Manikandan, Arun Pandian J, “A Systematic Review of Traditional and Reinforcement Learning-Based Traffic Signal Control Methods”, Archives of Computational Methods in Engineering, 2026, (Q1, IF: 12.9)
- V Gunasekaran, Arun Pandian J, “Robust Pothole Avoidance in Autonomous Driving Using Multi-Task Transformer Perception and Ensemble Reinforcement Learning”, IEEE Access, 2026, (Q2, IF: 4.2)
- Shahil Raj, Arun Pandian J, “A. SRE-IDF: A Square Root Exponential Inverse Document Frequency Weighting Scheme for Automated Short Answer Grading”, Information, 17, 733, 2026, (Q2, IF: 4.3)
- P Latha, Kumaresan P, “Smart Crop Recommendation: Fusing Nutrient and Climate Data with Krill Herd Optimization and Explainable AI”, Frontiers in Artificial Intelligence, 9, 2026, (Q2, IF: 6.7)
- Ramesh V, Kumaresan P, “Evaluation of AI Predictability on Crop Yield Using XAI – An Experimental Approach”, Agris on-line Papers in Economics and Informatics, XVIII, 2026, (Q3, IF: 0.7)
- G Sunil Kumar, Kumaresan P, “VMamba-QAG-Net: A Five-Stage Pipeline for SYNTAX Score Computation and Decision Support in Interventional Cardiology Using X-Ray Angiography”, Frontiers in Artificial Intelligence, 9, 2026, (Q1, IF: 6.7)
- G Sunil Kumar, Kumaresan P, “Topology-Preserving Coronary Vessel Segmentation in X-Ray Angiography Using ResNet50-MASAG-UNet”, Frontiers in Radiology, 6, 2026, (Q1, IF: 4.0)
- K Yukesh Kumar, Kumaresan P, “A Comprehensive Review of AI-Driven Water Quality Monitoring and Prediction: Advances, Challenges, and Future Directions”, Frontiers in Water, 6, 2026, (Q2, IF: 3.7)
1. R Manikandan, Arun Pandian J, “A Systematic Review of Traditional and Reinforcement Learning-Based Traffic Signal Control Methods”, Archives of Computational Methods in Engineering, 1-27, 2026, https://doi.org/10.1007/s11831-026-10692-7
2. V Gunasekaran, Arun Pandian J, “Robust Pothole Avoidance in Autonomous Driving Using Multi-Task Transformer Perception and Ensemble Reinforcement Learning”, IEEE Access, 2026. https://doi.org/10.1109/ACCESS.2026.3700804
