| PreM-FedIoV: A Novel Federated Reinforcement Learning Framework for Predictive Maintenance in IoV L Yang, S Guo, CK Tham, M Li, G Liu, P Zhou IEEE Transactions on Mobile Computing, 2024 | | 2024 |
| FedPreM: A Novel Federated Reinforcement Learning Framework for Predictive Maintenance L Yang, CK Tham, S Guo GLOBECOM 2023-2023 IEEE Global Communications Conference, 7556-7561, 2023 | 1 | 2023 |
| TelecommunicaTions markeTs, indusTry, and infrasTrucTure in asia TJ Plevyak, L Xiongjian, Z Xueyuan, Y Xu, S Lee, JI Jung, SY Chen, ... IEEE Communications Magazine, 24, 2023 | | 2023 |
| Model-based and Model-free Prescriptive Maintenance on Edge Computing Nodes CK Tham, N Sharma, J Hu 2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring), 1-6, 2023 | 1 | 2023 |
| Federated Learning for Anomaly Detection in Vehicular Networks CK Tham, L Yang, A Khanna, B Gera 2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring), 1-6, 2023 | 1 | 2023 |
| Prescriptive Maintenance of Freight Vehicles using Deep Reinforcement Learning CK Tham, W Liu, R Chattopadhyay 2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring), 1-5, 2023 | 1 | 2023 |
| Deep reinforcement learning for dynamic incident-responsive traffic information dissemination J Xie, Z Yang, X Lai, Y Liu, XB Yang, TH Teng, CK Tham Transportation research part E: logistics and transportation review 166, 102871, 2022 | 7 | 2022 |
| Non-destructive online seal integrity inspection utilizing autoencoder-based electrical capacitance tomography for product packaging assurance J Pan, Z Yang, SHK Yap, X Zhang, Z Xu, Y Li, Y Luo, E Zamburg, EX Liu, ... Food Packaging and Shelf Life 33, 100919, 2022 | 1 | 2022 |
| Mixture of Experts based Model Integration for Traffic State Prediction R Chattopadhyay, CK Tham 2022 IEEE 95th Vehicular Technology Conference:(VTC2022-Spring), 1-7, 2022 | 2 | 2022 |
| Engineered Nucleotide Chemicapacitive Microsensor Array Augmented with Physics‐Guided Machine Learning for High‐Throughput Screening of Cannabidiol SHK Yap, J Pan, DV Linh, X Zhang, X Wang, WZ Teo, E Zamburg, ... Small 18 (22), 2107659, 2022 | 1 | 2022 |
| Joint sensing and processing resource allocation in vehicular ad-hoc networks R Chattopadhyay, CK Tham IEEE Transactions on Intelligent Vehicles 8 (1), 616-627, 2021 | 8 | 2021 |
| Hybrid-flexible bimodal sensing wearable glove system for complex hand gesture recognition J Pan, Y Li, Y Luo, X Zhang, X Wang, DLT Wong, CH Heng, CK Tham, ... ACS sensors 6 (11), 4156-4166, 2021 | 32 | 2021 |
| Transfer learning-based artificial intelligence-integrated physical modeling to enable failure analysis for 3 nanometer and smaller silicon-based CMOS transistors J Pan, KL Low, J Ghosh, S Jayavelu, MM Ferdaus, SY Lim, E Zamburg, ... ACS Applied Nano Materials 4 (7), 6903-6915, 2021 | 25 | 2021 |
| Addendum to Joint Sensing and Processing Resource Allocation in Vehicular Ad-Hoc Networks R Chattopadhyay, CK Tham | 1 | 2021 |
| Prescriptive Maintenance Using Markov Decision Process and GPU-Accelerated Edge Computing CK Tham, N Sharma Mobile Edge Computing, 167-181, 2021 | 1 | 2021 |
| Seal Integrity Testing Utilizing Non-Destructive Capacitive Sensing for Product Packaging Assurance J Pan, Y Li, Y Luo, XY Zhang, Z Yang, DLT Wong, X Niu, CK Tham, ... 2020 IEEE SENSORS, 1-4, 2020 | 3 | 2020 |
| Active learning for IoT data prioritization in edge nodes over wireless networks CK Tham, R Rajagopalan IECON 2020 The 46th Annual Conference of the IEEE Industrial Electronics …, 2020 | 14 | 2020 |
| Long-term incentives for contributor-initiated proactive sensing in mobile crowdsensing C Zhou, CK Tham, M Motani IEEE Transactions on Systems, Man, and Cybernetics: Systems 52 (3), 1475-1491, 2020 | 6 | 2020 |
| A wireless multi-channel capacitive sensor system for efficient glove-based gesture recognition with AI at the edge J Pan, Y Luo, Y Li, CK Tham, CH Heng, AVY Thean IEEE Transactions on Circuits and Systems II: Express Briefs 67 (9), 1624-1628, 2020 | 48 | 2020 |
| Fully and partially distributed incentive mechanism for a mobile edge computing network R Chattopadhyay, CK Tham IEEE Transactions on Mobile Computing 21 (1), 139-153, 2020 | 17 | 2020 |
