Professor Maozhen Li
Vice-Dean of the NCUT TNE programme/Professor
Howell Building 237
- Email: maozhen.li@brunel.ac.uk
- Tel: +44 (0)1895 266748
Cheng, K., Wang, N. and Li, M. (2021) 'Interpretability of Deep Learning: A Survey', in Meng, H., Lei, T., Li, M., Li, K., Xiong, N. and Wang, L. (eds.) Lecture Notes on Data Engineering and Communications Technologies. Cham : Springer. , 88. pp. 475 - 486. ISBN 10: 3-030-70665-6. ISBN 13: 978-3-030-70664-7.
Zhao, X., Huang, G., Gao, L., Li, M. and Gao, Q. (2021) 'Low load DIDS task scheduling based on Q-learning in edge computing environment'. Journal of Network and Computer Applications, 188. pp. 1 - 12. ISSN: 1084-8045
Nyanteh, AO., Li, M., Abbod, MF. and Al-Raweshidy, HS. (2021) 'CloudSimHypervisor: Modeling and Simulating Network Slicing in Software-Defined Cloud Networks'. IEEE Access, 9. pp. 72484 - 72498. ISSN: 2169-3536 Open Access Link
Han, F., Ashton, P., Li, M., Pisica, I., Taylor, G., Rawn, B. and et al. (2021) 'A Data Driven Approach to Robust Event Detection in Smart Grids Based on Random Matrix Theory and Kalman Filtering'. Energies, 14 (8). pp. 1 - 15.Open Access Link
Zhang, P., Huang, X., Li, M. and Xue, Y. (2021) 'Hybridization between Neural Computing and Nature-Inspired Algorithms for a Sentence Similarity Model Based on the Attention Mechanism'. ACM Transactions on Asian and Low-Resource Language Information Processing, 20 (1). pp. 1 - 21. ISSN: 2375-4699
Li, M. and Ding, Z. (2021) 'A Preface to the Special Issue on Emerging and Intelligent Information Services'. Computing and Informatics, 39 (1-2). pp. 1 - 4. ISSN: 1335-9150 Open Access Link
Han, F., Pu, T., Li, M. and Taylor, G. (2021) 'Short-Term forecasting of individual residential load based on deep learning and K-means clustering'. CSEE Journal of Power and Energy Systems, 7 (2). pp. 261 - 269. ISSN: 2096-0042
Qiu, S., Allan, R., Nilavalan, R., Ivey, J., Butterfield, S. and Li, M. (2021) 'Performance analysis of a fail-safe wireless communication architecture for IoT based fire alarm control panels'. SN Applied Sciences, 3 (3). pp. 1 - 8. ISSN: 2523-3963 Open Access Link
Yang, H., Chen, L., Ma, Z., Chen, M., Zhong, Y., Deng, F. and et al. (2021) 'Computer vision-based high-quality tea automatic plucking robot using Delta parallel manipulator'. Computers and Electronics in Agriculture, 181. pp. 105946 - 105946. ISSN: 0168-1699
Wang, X., Mao, M., Zhao, J., Yang, Z., Li, J., Ji, H., et al. (2021) 'Neural Substrates of the Morphological Structure of Chinese Words'. Mathematical Problems in Engineering, 2021. pp. 1 - 7. ISSN: 1024-123X Open Access Link
Liang, Y., Li, S., Yan, C., Li, M. and Jiang, C. (2021) 'Explaining the black-box model: A survey of local interpretation methods for deep neural networks'. Neurocomputing, 419. pp. 168 - 182. ISSN: 0925-2312
Tu, XY., Zhang, B., Jin, YP., Zou, GJ., Pan, JG. and Li, MZ. (2021) 'Longer Time Span Air Pollution Prediction: The Attention and Autoencoder Hybrid Learning Model'. Mathematical Problems in Engineering, 2021. pp. 1 - 16. ISSN: 1024-123X
Meng, H., Lei, T., Li, M., Li, K., Xiong, N. and Wang, L. (2021) 'Preface'.
Duan, L., Li, J., Ji, H., Pang, Z., Zheng, X., Lu, R., et al. (2020) 'Zero-shot learning for EEG classification in motor imagery-based BCI system'. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 28 (11). pp. 2411 - 2419. ISSN: 1534-4320
Khan, S., Khan, M., Iqbal, N., Li, M. and Khan, DM. (2020) 'Spark-based parallel deep neural network model for classification of large scale RNAs into piRNAs and non-piRNAs'. IEEE Access, 8. pp. 136978 - 136991. ISSN: 2169-3536 Open Access Link
Chen, X., Zheng, L., Zhao, C., Wang, Q. and Li, M. (2020) 'RRGCCAN: Re-Ranking via Graph Convolution Channel Attention Network for Person Re-Identification'. IEEE Access, 8. pp. 131352 - 131360. ISSN: 2169-3536 Open Access Link
Yan, C., Li, Y., Liu, W., Li, M., Chen, J. and Wang, L. (2020) 'An artificial bee colony-based kernel ridge regression for automobile insurance fraud identification'. Neurocomputing, 393. pp. 115 - 125. ISSN: 0925-2312
Cheng, K., Tao, F., Zhan, Y., Li, M. and Li, K. (2020) 'Hierarchical attributes learning for pedestrian re-identification via parallel stochastic gradient descent combined with momentum correction and adaptive learning rate'. Neural Computing and Applications, 32 (10). pp. 5695 - 5712. ISSN: 0941-0643
Cheng, K., Tahir, R., Eric, LK. and Li, M. (2020) 'An analysis of generative adversarial networks and variants for image synthesis on MNIST dataset'. Multimedia Tools and Applications, 79 (19-20). pp. 13725 - 13752. ISSN: 1380-7501
Wang, Y., Liu, X., Li, M., Di, W. and Wang, L. (2020) 'DEEP CONVOLUTION and CORRELATED MANIFOLD EMBEDDED DISTRIBUTION ALIGNMENT for FOREST FIRE SMOKE PREDICTION'. Computing and Informatics, 39 (1-2). pp. 318 - 339. ISSN: 1335-9150 Open Access Link
Chen, H., Wang, Z., Liang, J. and Li, M. (2020) 'State Estimation for Stochastic Time-Varying Boolean Networks'. IEEE Transactions on Automatic Control, 65 (12). pp. 5480 - 5487. ISSN: 0018-9286 Open Access Link
Zhang, Z., Yang, L., Chen, L., Liu, Q., Meng, Y., Wang, P. and et al. (2020) 'A generative adversarial network–based method for generating negative financial samples'. International Journal of Distributed Sensor Networks, 16 (2). pp. 155014772090705 - 155014772090705. ISSN: 1550-1329
Jin, Y., Chang, Y., Wang, J., Li, M., Ren, L. and Chen, Y. (2020) 'The Measurement Method for the Size of the Hole on the Part Surface Based on Grating Image Processing'. IEEE Access, 8. pp. 29159 - 29168. ISSN: 2169-3536 Open Access Link
Zheng, X., Li, J., Ji, H., Duan, L., Li, M., Pang, Z., et al. (2020) 'Task Transfer Learning for EEG Classification in Motor Imagery-Based BCI System'. Computational and Mathematical Methods in Medicine, 2020. pp. 1 - 11. ISSN: 1748-670X
Cheng, K., Eric, LK., Tahir, R. and Li, M. (2020) 'Capsule Recurrent Neural Network with Weight Update Using Dynamic Routing by Agreement: A Unified Model for Action Recognition in Videos'. Springer International Publishing. pp. 307 - 316. ISSN: 2194-5357
Wang, W., Guo, Z., Li, M. and Liu, Y. (2020) 'Apple Freshness Recognition Technology Based on Gas Sensors'. Springer International Publishing. pp. 89 - 104. ISSN: 2194-5357
Li, M., Meng, L., Wang, J., Jin, Y., Hu, B. and Chen, Y. (2019) 'Application and Performance Optimization of MapReduce Model in Image Segmentation'. IEEE Access, 8. pp. 31835 - 31844. ISSN: 2169-3536 Open Access Link
Qin, R., Liu, Y., Swash, M., Li, M., Meng, H., Lei, T. and et al. (2019) 'A Fast Automatic Holoscopic 3D Micro-gesture Recognition System for Immersive Applications'.Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery. ICNC-FSKD 2019. Yunnan, China. 7 - 22 July. Springer International Publishing. pp. 696 - 703. ISSN: 1860-0794 Open Access Link
Xiao, G., Li, K., Li, M. and Wang, L. (2019) 'Editorial Message: Special Issue on Advances in Parallel and Distributed Computing for Fuzzy Systems'. International Journal of Fuzzy Systems, 21 (6). pp. 1868 - 1869. ISSN: 1562-2479
Liu, Y., Chen, X., Xu, L., Li, H. and Li, M. (2019) 'A Resource Aware Parallelized Back Propagation Neural Network in Enabling Efficient Large-Scale Digital Health Data Processing'. IEEE Access, 7 (2169-3536). pp. 114700 - 114713. ISSN: 2169-3536 Open Access Link
Jin, Y., Zhang, D., Li, M., Wang, Z. and Chen, Y. (2019) 'A Fuzzy Support Vector Machine-Enhanced Convolutional Neural Network for Recognition of Glass Defects'. International Journal of Fuzzy Systems, 21 (6). pp. 1870 - 1881. ISSN: 1562-2479
Yue, L., Gong, X., Li, J., Ji, H., Li, M. and Asoke, N. (2019) 'Hierarchical Feature Extraction for Early Alzheimer’s Disease Diagnosis'. IEEE Access, 7. pp. 93752 - 93760. ISSN: 2169-3536 Open Access Link
Yan, F., Huang, X., Yao, Y., Lu, M. and Li, M. (2019) 'Combining LSTM and DenseNet for Automatic Annotation and Classification of Chest X-Ray Images'. IEEE Access, 7. pp. 74181 - 74189. ISSN: 2169-3536 Open Access Link
Wang, W., Liu, X., Li, M., Wang, Z. and Wang, C. (2019) 'Optimizing Node Localization in Wireless Sensor Networks Based on Received Signal Strength Indicator'. IEEE Access, 7. pp. 73880 - 73889. ISSN: 2169-3536 Open Access Link
Huang, X., Fang, Y., Lu, M., Yao, Y. and Li, M. (2019) 'An Annotation Model on End-to-End Chest Radiology Reports'. IEEE Access, 7. pp. 65757 - 65765. ISSN: 2169-3536 Open Access Link
Huang, Z., Li, M., Mousavi, A., Danishvar, M. and Wang, Z. (2019) 'EGEP: An Event Tracker Enhanced Gene Expression Programming for Data Driven System Engineering Problems'. IEEE Transactions on Emerging Topics in Computational Intelligence, 3 (2). pp. 117 - 117. ISSN: 2168-6750 Open Access Link
Lu, M., Fang, Y., Yan, F. and Li, M. (2019) 'Incorporating Domain Knowledge into Natural Language Inference on Clinical Texts'. IEEE Access, 7. pp. 57623 - 57632. ISSN: 2169-3536 Open Access Link
Li, M., Liu, S., Wang, Z. and Wei, G. (2019) 'Distributed Set-Membership Filtering for Multirate Systems Under the Round-Robin Scheduling Over Sensor Networks'. IEEE Transactions on Cybernetics, 50 (5). pp. 1910 - 1920. ISSN: 2168-2275 Open Access Link
Yao, H., Fu, D., Zhang, P., Li, M. and Liu, Y. (2019) 'MSML: A Novel Multi-level Semi-supervised Machine Learning Framework for Intrusion Detection System'. IEEE Internet of Things Journal, 6 (2). pp. 1949 - 1959. ISSN: 2327-4662 Open Access Link
Zhang, B., Li, S., Huang, Z., Rahi, BH., Wang, Q. and Li, M. (2018) 'Transfer learning-based online multiperson tracking with Gaussian process regression'. Concurrency Computation, 30 (23). ISSN: 1532-0626 Open Access Link
Liang, Y., Du, Y., Li, S. and Li, M. (2018) 'Robust convolution kernel quantity determination based on corner radiation area adaptation'. Neurocomputing, 321. pp. 266 - 273. ISSN: 0925-2312 Open Access Link
Yao, H., Mai, T., Xu, X., Zhang, P., Li, M. and Liu, Y. (2018) 'NetworkAI: An Intelligent Network Architecture for Self-Learning Control Strategies in Software Defined Networks'. IEEE Internet of Things Journal, 5 (6). pp. 4319 - 4327. ISSN: 2327-4662 Open Access Link
Jia, H., Ding, Y., Song, Y., Singh, C. and Li, M. (2018) 'Operating Reliability Evaluation of Power Systems Considering Flexible Reserve Provider in Demand Side'. IEEE Transactions on Smart Grid, 10 (3). pp. 3452 - 3464. ISSN: 1949-3053 Open Access Link
Xu, X., Zhang, L., Sotiriadis, S., Asimakopoulou, E., Li, M. and Bessis, N. (2018) 'CLOTHO: A Large-Scale Internet of Things-Based Crowd Evacuation Planning System for Disaster Management'. IEEE Internet of Things Journal, 5 (5). pp. 3559 - 3568. ISSN: 2327-4662 Open Access Link
Liu, J., Meng, H., Li, M., Zhang, F., Qin, R. and Nandi, A. (2018) 'Emotion detection from EEG recordings based on supervised and unsupervised dimension reduction'. Concurrency and Computation: Practice and Experience, 30 (23). ISSN: 1532-0626 Open Access Link
Yao, H., Chen, X., Li, M., Zhang, P. and Wang, L. (2018) 'A novel reinforcement learning algorithm for virtual network embedding'. Neurocomputing, 284. pp. 1 - 9. ISSN: 0925-2312 Open Access Link
Huang, Z., Li, M., Chousidis, C., Mousavi, A. and Jiang, C. (2017) 'Schema Theory-Based Data Engineering in Gene Expression Programming for Big Data Analytics'. IEEE Transactions on Evolutionary Computation, 22 (5). pp. 792 - 804. ISSN: 1089-778X Open Access Link
Khan, M., Huang, Z., Li, M., Taylor, GA., Ashton, PM. and Khan, M. (2017) 'Optimizing Hadoop Performance for Big Data Analytics in Smart Grid'. Mathematical Problems in Engineering, 2017 (1). ISSN: 1024-123X Open Access Link
Yao, H., Wang, Q., Wang, L., Zhang, P., Li, M. and Liu, Y. (2017) 'An Intrusion Detection Framework Based on Hybrid Multi-Level Data Mining'. International Journal of Parallel Programming, 47 (4). pp. 1 - 19. ISSN: 0885-7458 Open Access Link
Liu, Y., Liu, Y., Liu, J., Li, M., Liu, T., Taylor, G. and et al. (2017) 'A MapReduce Based High Performance Neural Network in Enabling Fast Stability Assessment of Power Systems'. Mathematical Problems in Engineering, 2017 (1). ISSN: 1024-123X Open Access Link
Wang, Q., Zhao, J., Gong, D., Shen, Y., Li, M. and Lei, Y. (2016) 'Parallelizing Convolutional Neural Networks for Action Event Recognition in Surveillance Videos'. International Journal of Parallel Programming, 45 (4). pp. 1 - 26. ISSN: 0885-7458 Open Access Link