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ORCIDMiguel Martinez-Garcia
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2020 – today
- 2024
[c13]Christopher Carr, Miguel Martínez-García, Eve Zhang, Matthew Coombes:
Simulation Diversity: An Approach for Accurate Performance Estimation in Reinforcement Learning. M2VIP 2024: 1-6- 2023
- [j37]Dan Xia
, Chun Jiang, Jiafu Wan, Jiong Jin, Victor C. M. Leung, Miguel Martínez-García:
Heterogeneous Network Access and Fusion in Smart Factory: A Survey. ACM Comput. Surv. 55(6): 113:1-113:31 (2023) - [j36]Jinfang Jiang, Chuan Lin, Guangjie Han, Adnan M. Abu-Mahfouz, Syed Bilal Hussain Shah, Miguel Martínez-García:
How AI-enabled SDN technologies improve the security and functionality of industrial IoT network: Architectures, enabling technologies, and opportunities. Digit. Commun. Networks 9(6): 1351-1362 (2023) - [j35]Li Liu, Zhiyi Zhou, Guangjie Han, Miguel Martínez-García:
Boundary Tracking of Continuous Objects Based on Feasible Region Search in Underwater Acoustic Sensor Networks. IEEE Trans. Mob. Comput. 22(11): 6269-6282 (2023) - [j34]Fan Zhang, Guangjie Han, Li Liu, Miguel Martínez-García, Yan Peng:
Deep Reinforcement Learning Based Cooperative Partial Task Offloading and Resource Allocation for IIoT Applications. IEEE Trans. Netw. Sci. Eng. 10(5): 2991-3006 (2023) - [j33]Dan Xia, Jianhua Shi, Ke Wan, Jiafu Wan, Miguel Martínez-García, Xin Guan:
Digital Twin and Artificial Intelligence for Intelligent Planning and Energy-Efficient Deployment of 6G Networks in Smart Factories. IEEE Wirel. Commun. 30(3): 171-179 (2023) - 2022
- [j32]Barsha Saha, Miguel Martínez-García, Sharad Nath Bhattacharya, Rohit Joshi:
Overcoming Choice Inertia through Social Interaction - An Agent-Based Study of Mobile Subscription Decision. Games 13(3): 47 (2022) - [j31]Yu He, Guangjie Han, Mengting Xu, Miguel Martínez-García:
A Pseudopacket Scheduling Algorithm for Protecting Source Location Privacy in the Internet of Things. IEEE Internet Things J. 9(12): 9999-10009 (2022) - [j30]Guangjie Han, Juntao Tu, Li Liu, Miguel Martínez-García, Chang Choi:
An Intelligent Signal Processing Data Denoising Method for Control Systems Protection in the Industrial Internet of Things. IEEE Trans. Ind. Informatics 18(4): 2684-2692 (2022) - [j29]Baotong Chen, Yu Zhang, Xuhui Xia, Miguel Martinez-Garcia, Gbanaibolou Jombo:
Knowledge Sharing Enabled Multirobot Collaboration for Preventive Maintenance in Mixed Model Assembly. IEEE Trans. Ind. Informatics 18(11): 8098-8107 (2022) - [j28]Zhiqiang Huo, Miguel Martínez-García, Yu Zhang, Lei Shu:
A Multisensor Information Fusion Method for High-Reliability Fault Diagnosis of Rotating Machinery. IEEE Trans. Instrum. Meas. 71: 1-12 (2022) - [j27]Yu He, Guangjie Han, Jinfang Jiang, Hao Wang, Miguel Martínez-García:
A Trust Update Mechanism Based on Reinforcement Learning in Underwater Acoustic Sensor Networks. IEEE Trans. Mob. Comput. 21(3): 811-821 (2022) - [j26]Li Liu, Guangjie Han, Zhengwei Xu, Jinfang Jiang, Lei Shu, Miguel Martínez-García:
Boundary Tracking of Continuous Objects Based on Binary Tree Structured SVM for Industrial Wireless Sensor Networks. IEEE Trans. Mob. Comput. 21(3): 849-861 (2022) - [j25]Jiaxin Du, Guangjie Han, Chuan Lin, Miguel Martínez-García:
ITrust: An Anomaly-Resilient Trust Model Based on Isolation Forest for Underwater Acoustic Sensor Networks. IEEE Trans. Mob. Comput. 21(5): 1684-1696 (2022) - [j24]Li Liu, Guangjie Han, Zhengwei Xu, Lei Shu, Miguel Martínez-García, Bao Peng:
Predictive Boundary Tracking Based on Motion Behavior Learning for Continuous Objects in Industrial Wireless Sensor Networks. IEEE Trans. Mob. Comput. 21(9): 3239-3249 (2022) - [j23]Tiantian Xu, Guangjie Han, Linfeng Gou, Miguel Martínez-García, Dong Shao, Bin Luo, Zhenyu Yin:
SGBRT: An Edge-Intelligence Based Remaining Useful Life Prediction Model for Aero-Engine Monitoring System. IEEE Trans. Netw. Sci. Eng. 9(5): 3112-3122 (2022) - [j22]Yu He, Guangjie Han, Zhengkai Tang, Miguel Martínez-García, Yan Peng:
State Prediction-Based Data Collection Algorithm in Underwater Acoustic Sensor Networks. IEEE Trans. Wirel. Commun. 21(4): 2830-2842 (2022) - [j21]Jiaxin Du, Guangjie Han, Chuan Lin, Miguel Martínez-García:
LTrust: An Adaptive Trust Model Based on LSTM for Underwater Acoustic Sensor Networks. IEEE Trans. Wirel. Commun. 21(9): 7314-7328 (2022) - [c12]Yu Zhang, Shirin Dora, Miguel Martínez-García, Saugat Bhattacharya:
Machine Hearing for Industrial Acoustic Monitoring using Cochleagram and Spiking Neural Network. AIM 2022: 1047-1051 - [c11]Miguel Martínez-García, Yu Zhang, Shuihua Wang:
Enhancing Stochastic Resonance by Adaptive Colored Noise and Particle Swarm Optimization: An Application to Steering Control. AIM 2022: 1700-1705 - 2021
- [j20]Jianli Guo, Miguel Martínez-García:
Key technologies towards smart manufacturing based on swarm intelligence and edge computing. Comput. Electr. Eng. 92: 107119 (2021) - [j19]Zhuorui Zhang, Hong-Ning Dai, Junhao Zhou, Subrota Kumar Mondal, Miguel Martinez-Garcia, Hao Wang:
Forecasting cryptocurrency price using convolutional neural networks with weighted and attentive memory channels. Expert Syst. Appl. 183: 115378 (2021) - [j18]Miguel Martínez-García, Yu Zhang, Timothy J. Gordon:
Memory Pattern Identification for Feedback Tracking Control in Human-Machine Systems. Hum. Factors 63(2) (2021) - [j17]Shuihua Wang, M. Emre Celebi, Yu-Dong Zhang, Xiang Yu, Siyuan Lu, Xujing Yao, Qinghua Zhou, Miguel Martinez-Garcia, Yingli Tian, Juan Manuel Górriz, Ivan Tyukin:
Advances in Data Preprocessing for Biomedical Data Fusion: An Overview of the Methods, Challenges, and Prospects. Inf. Fusion 76: 376-421 (2021) - [j16]Guangjie Han, Juntao Tu, Li Liu, Miguel Martínez-García, Yan Peng:
Anomaly Detection Based on Multidimensional Data Processing for Protecting Vital Devices in 6G-Enabled Massive IIoT. IEEE Internet Things J. 8(7): 5219-5229 (2021) - [j15]Fan Zhang, Guangjie Han, Li Liu, Miguel Martínez-García, Yan Peng:
Joint Optimization of Cooperative Edge Caching and Radio Resource Allocation in 5G-Enabled Massive IoT Networks. IEEE Internet Things J. 8(18): 14156-14170 (2021) - [j14]Guangjie Han, Zeqin Liao, Miguel Martínez-García, Yu Zhang, Yan Peng:
Dynamic Collaborative Charging Algorithm for Mobile and Static Nodes in Industrial Internet of Things. IEEE Internet Things J. 8(24): 17747-17761 (2021) - [j13]Jiafu Wan, Xiaomin Li, Hong-Ning Dai, Andrew Kusiak, Miguel Martínez-García, Di Li:
Artificial-Intelligence-Driven Customized Manufacturing Factory: Key Technologies, Applications, and Challenges. Proc. IEEE 109(4): 377-398 (2021) - [j12]Pietro Casabianca, Yu Zhang, Miguel Martínez-García, Jiafu Wan:
Vehicle Destination Prediction Using Bidirectional LSTM with Attention Mechanism. Sensors 21(24): 8443 (2021) - [j11]Miguel Martínez-García, Roy S. Kalawsky, Timothy J. Gordon, Tim Smith, Qinggang Meng, Frank Flemisch:
Communication and Interaction With Semiautonomous Ground Vehicles by Force Control Steering. IEEE Trans. Cybern. 51(8): 3913-3924 (2021) - [j10]Zhengwei Xu, Guangjie Han, Li Liu, Miguel Martínez-García, Zhijian Wang:
Multi-Energy Scheduling of an Industrial Integrated Energy System by Reinforcement Learning-Based Differential Evolution. IEEE Trans. Green Commun. Netw. 5(3): 1077-1090 (2021) - [j9]Miguel Martínez-García, Yu Zhang, Kenji Suzuki, Yudong Zhang:
Deep Recurrent Entropy Adaptive Model for System Reliability Monitoring. IEEE Trans. Ind. Informatics 17(2): 839-848 (2021) - [j8]Chuan Lin, Guangjie Han, Xingyue Qi, Jiaxin Du, Tiantian Xu, Miguel Martínez-García:
Energy-Optimal Data Collection for Unmanned Aerial Vehicle-Aided Industrial Wireless Sensor Network-Based Agricultural Monitoring System: A Clustering Compressed Sampling Approach. IEEE Trans. Ind. Informatics 17(6): 4411-4420 (2021) - [j7]Guangjie Han, Aini Gong, Hao Wang, Miguel Martínez-García, Yan Peng:
Multi-AUV Collaborative Data Collection Algorithm Based on Q-Learning in Underwater Acoustic Sensor Networks. IEEE Trans. Veh. Technol. 70(9): 9294-9305 (2021) - [j6]Guangjie Han, Zeren Zhou, Yu Zhang, Miguel Martínez-García, Yan Peng, Ling Xie:
Sleep-Scheduling-Based Hierarchical Data Collection Algorithm for Gliders in Underwater Acoustic Sensor Networks. IEEE Trans. Veh. Technol. 70(9): 9466-9479 (2021) - [j5]Guangjie Han, Aini Gong, Hao Wang, Chuan Lin, Miguel Martinez-Garcia, Yan Peng:
Anonymous Cluster-Based Source Location Protection in Underwater Pipeline Monitoring Operations. IEEE Trans. Veh. Technol. 70(12): 13377-13389 (2021) - [c10]Gregory Meyers, Miguel Martínez-García, Yu Zhang, Yudong Zhang:
Reliable Real-time Destination Prediction. INDIN 2021: 1-6 - [i1]Jiafu Wan, Xiaomin Li, Hong-Ning Dai, Andrew Kusiak, Miguel Martínez-García, Di Li:
Artificial Intelligence-Driven Customized Manufacturing Factory: Key Technologies, Applications, and Challenges. CoRR abs/2108.03383 (2021) - 2020
- [j4]Demetrios Joannou, Roy Kalawsky, Miguel Martínez-García, Chris Fowler, Kevin Fowler:
Realizing the Role of Permissioned Blockchains in a Systems Engineering Lifecycle. Syst. 8(4): 41 (2020) - [j3]Zhiqiang Huo, Miguel Martínez-García, Yu Zhang, Ruqiang Yan, Lei Shu:
Entropy Measures in Machine Fault Diagnosis: Insights and Applications. IEEE Trans. Instrum. Meas. 69(6): 2607-2620 (2020) - [c9]Yu Zhang, Miguel Martínez-García:
Machine Hearing for Industrial Fault Diagnosis. CASE 2020: 849-854
2010 – 2019
- 2019
- [c8]Miguel Martínez-García, Yu Zhang, Jiafu Wan, Jason McGinty:
Visually Interpretable Profile Extraction with an Autoencoder for Health Monitoring of Industrial Systems. ICARM 2019: 649-654 - [c7]Yu Zhang, Miguel Martínez-García, José R. Serrano-Cruz, Anthony Latimer:
Multi-region System Modelling by using Genetic Programming to Extract Rule Consequent Functions in a TSK Fuzzy System. ICARM 2019: 987-992 - [c6]Miguel Martínez-García, Yu Zhang, Kenji Suzuki, Yudong Zhang:
Measuring System Entropy with a Deep Recurrent Neural Network Model. INDIN 2019: 1253-1256 - 2018
- [c5]Yu Zhang, Miguel Martinez-Garcia, Timothy J. Gordon:
Human Response Delay Estimation and Monitoring Using Gamma Distribution Analysis. SMC 2018: 807-812 - [c4]Miguel Martinez-Garcia, Timothy J. Gordon:
A New Model of Human Steering Using Far-Point Error Perception and Multiplicative Control. SMC 2018: 1245-1250 - 2017
- [j2]Miguel Martinez-Garcia, Timothy J. Gordon, Lei Shu:
Extended Crossover Model for Human-Control of Fractional Order Plants. IEEE Access 5: 27622-27635 (2017) - [c3]Miguel Martinez-Garcia, Timothy J. Gordon:
A multiplicative human steering control model. SMC 2017: 1-6 - [c2]Yu Zhang, Miguel Martinez-Garcia, Anthony Latimer:
Estimating gas turbine compressor discharge temperature using Bayesian neuro-fuzzy modelling. SMC 2017: 3619-3623 - 2016
- [j1]Miguel Martinez-Garcia, Yu Zhang, Timothy J. Gordon:
Modeling Lane Keeping by a Hybrid Open-Closed-Loop Pulse Control Scheme. IEEE Trans. Ind. Informatics 12(6): 2256-2265 (2016) - [c1]Miguel Martinez-Garcia, Timothy J. Gordon:
Human control of systems with fractional order dynamics. SMC 2016: 2866-2871
Coauthor Index
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last updated on 2024-12-03 21:19 CET by the dblp team
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