| Artificial-intelligence-driven customized manufacturing factory: key technologies, applications, and challenges J Wan, X Li, HN Dai, A Kusiak, M Martinez-Garcia, D Li Proceedings of the IEEE 109 (4), 377-398, 2020 | 77 | 2020 |
| Entropy measures in machine fault diagnosis: Insights and applications Z Huo, M Martínez-García, Y Zhang, R Yan, L Shu IEEE Transactions on Instrumentation and Measurement 69 (6), 2607-2620, 2020 | 67 | 2020 |
| Advances in data preprocessing for biomedical data fusion: An overview of the methods, challenges, and prospects S Wang, ME Celebi, YD Zhang, X Yu, S Lu, X Yao, Q Zhou, MG Miguel, ... Information Fusion 76, 376-421, 2021 | 66 | 2021 |
| Memory pattern identification for feedback tracking control in human–machine systems M Martínez-García, Y Zhang, T Gordon Human factors 63 (2), 210-226, 2021 | 52 | 2021 |
| Energy-optimal data collection for UAV-aided industrial WSN-based agricultural monitoring system: A clustering compressed sampling approach C Lin, G Han, X Qi, J Du, T Xu, M Martinez-Garcia IEEE Trans. Ind. Informat., 2020 | 43* | 2020 |
| Deep recurrent entropy adaptive model for system reliability monitoring M Martínez-García, Y Zhang, K Suzuki, YD Zhang IEEE Transactions on Industrial Informatics 17 (2), 839-848, 2020 | 43 | 2020 |
| Modeling lane keeping by a hybrid open-closed-loop pulse control scheme M Martínez-García, Y Zhang, T Gordon IEEE Transactions on Industrial Informatics 12 (6), 2256-2265, 2016 | 42 | 2016 |
| Visually Interpretable Profile Extraction with an Autoencoder for Health Monitoring of Industrial Systems M Martínez-García, Y Zhang, J Wan, J McGinty 2019 IEEE 4th International Conference on Advanced Robotics and Mechatronics …, 2019 | 34 | 2019 |
| Forecasting cryptocurrency price using convolutional neural networks with weighted and attentive memory channels Z Zhang, HN Dai, J Zhou, SK Mondal, MM García, H Wang Expert Systems with Applications 183, 115378, 2021 | 33 | 2021 |
| A new model of human steering using far-point error perception and multiplicative control M Martinez-Garcia, T Gordon 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2018 | 30 | 2018 |
| Extended crossover model for human-control of fractional order plants M Martínez-García, T Gordon, L Shu IEEE Access 5, 27622-27635, 2017 | 30 | 2017 |
| A trust update mechanism based on reinforcement learning in underwater acoustic sensor networks Y He, G Han, J Jiang, H Wang, M Martinez-Garcia IEEE Transactions on Mobile Computing 21 (3), 811-821, 2020 | 27 | 2020 |
| Multi-energy scheduling of an industrial integrated energy system by reinforcement learning-based differential evolution Z Xu, G Han, L Liu, M Martínez-García, Z Wang IEEE Transactions on Green Communications and Networking 5 (3), 1077-1090, 2021 | 25 | 2021 |
| ITrust: An anomaly-resilient trust model based on isolation forest for underwater acoustic sensor networks J Du, G Han, C Lin, M Martinez-Garcia IEEE Transactions on Mobile Computing 21 (5), 1684-1696, 2020 | 25 | 2020 |
| Communication and interaction with semiautonomous ground vehicles by force control steering M Martinez-Garcia, RS Kalawsky, T Gordon, T Smith, Q Meng, F Flemisch IEEE transactions on cybernetics 51 (8), 3913-3924, 2020 | 25 | 2020 |
| Multi-AUV collaborative data collection algorithm based on Q-learning in underwater acoustic sensor networks G Han, A Gong, H Wang, M Martínez-García, Y Peng IEEE Transactions on Vehicular Technology 70 (9), 9294-9305, 2021 | 23 | 2021 |
| Anomaly detection based on multidimensional data processing for protecting vital devices in 6G-enabled massive IIoT G Han, J Tu, L Liu, M Martinez-Garcia, Y Peng IEEE Internet of Things Journal 8 (7), 5219-5229, 2021 | 23 | 2021 |
| Detection of emerging faults on industrial gas turbines using extended Gaussian mixture models Y Zhang, C Bingham, M Martínez-García, D Cox International Journal of Rotating Machinery 2017, 2017 | 20 | 2017 |
| Boundary tracking of continuous objects based on binary tree structured SVM for industrial wireless sensor networks L Liu, G Han, Z Xu, J Jiang, L Shu, M Martinez-Garcia IEEE Transactions on Mobile Computing 21 (3), 849-861, 2020 | 18 | 2020 |
| Joint optimization of cooperative edge caching and radio resource allocation in 5G-enabled massive IoT networks F Zhang, G Han, L Liu, M Martínez-García, Y Peng IEEE Internet of Things journal 8 (18), 14156-14170, 2021 | 16 | 2021 |
Yu (Eve) ZhangSenior Lecturer, Loughborough UniversityVerified email at lboro.ac.uk
