Centre For Artificial Intelligence Research (C-FAIR)
Publications
- 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)
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
