Professor Asoke Nandi
Honorary Professor
Howell Building 211
- Email: asoke.nandi@brunel.ac.uk
- Tel: +44 (0)1895 266119
Xu, Y., Lei, T., Ning, H., Lin, S., Liu, T., Gong, M. and et al. (2025) 'From Macro to Micro: A Lightweight Interleaved Network for Remote Sensing Image Change Detection'. IEEE Transactions on Geoscience and Remote Sensing, 63. pp. 1 - 14. ISSN: 0196-2892 Open Access Link
Liu, T., Pu, Y., Lei, T., Xu, J., Gong, M., He, L. and et al. (2025) 'Hierarchical Feature Alignment-based Progressive Addition Network for Multimodal Change Detection'. Pattern Recognition, 162. pp. 1 - 13. ISSN: 0031-3203 Open Access Link
Hu, C., Wu, J., Sun, C., Chen, X., Nandi, AK. and Yan, R. (2024) 'Unified Flowing Normality Learning for Rotating Machinery Anomaly Detection in Continuous Time-Varying Conditions'. IEEE Transactions on Cybernetics, 55 (1). pp. 221 - 233. ISSN: 2168-2267
Ahmed, HOA. and Nandi, AK. (2024) 'High Performance Breast Cancer Diagnosis from Mammograms Using Mixture of Experts with EfficientNet Features (MoEffNet)'. IEEE Access, 12. pp. 133703 - 133725.Open Access Link
Wang, X., Li, Y., Noman, K. and Nandi, AK. (2024) 'Multi-task learning mixture density network for interval estimation of the remaining useful life of rolling element bearings'. Reliability Engineering and System Safety, 251 (November 2024). pp. 1 - 12. ISSN: 0951-8320 Open Access Link
Ren, J., Wen, J., Zhao, Z., Yan, R., Chen, X. and Nandi, AK. (2024) 'Uncertainty-Aware Deep Learning: A Promising Tool for Trustworthy Fault Diagnosis'. IEEE/CAA Journal of Automatica Sinica, 11 (6). pp. 1317 - 1330. ISSN: 2329-9266
Yang, B., Lei, Y., Li, X., Li, N. and Nandi, AK. (2024) 'Label Recovery and Trajectory Designable Network for Transfer Fault Diagnosis of Machines with Incorrect Annotation'. IEEE/CAA Journal of Automatica Sinica, 11 (4). pp. 932 - 945. ISSN: 2329-9266
Yang, Y., Chen, T., Lei, T., Du, B., Nandi, AK. and Plaza, A. (2024) 'SEDANet: A New Siamese Ensemble Difference Attention Network for Building Change Detection in Remotely Sensed Images'. IEEE Transactions on Geoscience and Remote Sensing, 62. pp. 1 - 16. ISSN: 0196-2892
Lei, T., Xu, Y., Ning, H., Lv, Z., Min, C., Jin, Y. and et al. (2023) 'Lightweight Structure-Aware Transformer Network for Remote Sensing Image Change Detection'. IEEE Geoscience and Remote Sensing Letters, 21. pp. 1 - 5. ISSN: 1545-598X Open Access Link
Ahmed, HOA. and Nandi, AK. (2023) 'Convolutional-Transformer Model with Long-Range Temporal Dependencies for Bearing Fault Diagnosis Using Vibration Signals'. Machines, 11 (7). pp. 1 - 23.Open Access Link
Ni, Q., Ji, JC., Halkon, B., Feng, K. and Nandi, AK. (2023) 'Physics-Informed Residual Network (PIResNet) for rolling element bearing fault diagnostics'. Mechanical Systems and Signal Processing, 200. pp. 1 - 16. ISSN: 0888-3270 Open Access Link
Li, Y., Zhou, Z., Sun, C., Peng, J., Nandi, AK. and Yan, R. (2023) 'Life-cycle modeling driven by coupling competition degradation for remaining useful life prediction'. Reliability Engineering and System Safety, 238. pp. 1 - 14. ISSN: 0951-8320
Lei, T., Liu, H., Wan, Y., Li, C., Xia, Y. and Nandi, AK. (2023) 'Shape-guided Dual Consistency Semi-supervised Learning Framework for 3D Medical Image Segmentation'. IEEE Transactions on Radiation and Plasma Medical Sciences, 7 (7). pp. 719 - 731. ISSN: 2469-7311
Lei, T., Geng, X., Ning, H., Lv, Z., Gong, M., Jin, Y. and et al. (2023) 'Ultralightweight Spatial-Spectral Feature Cooperation Network for Change Detection in Remote Sensing Images'. IEEE Transactions on Geoscience and Remote Sensing, 61. pp. 1 - 14. ISSN: 0196-2892 Open Access Link
Lei, T., Zhang, D., Du, X., Wang, X., Wan, Y. and Nandi, AK. (2022) 'Semi-supervised medical image segmentation using adversarial consistency learning and dynamic convolution network'. IEEE Transactions on Medical Imaging, 42 (5). pp. 1265 - 1277. ISSN: 0278-0062 Open Access Link
Sun, R., Lei, T., Chen, Q., Wang, Z., Du, X., Zhao, W. and et al. (2022) 'Survey of Image Edge Detection'. Frontiers in Signal Processing (Lausanne), 2. pp. 1 - 13.Open Access Link
Wang, R., Lei, T., Cui, R., Zhang, B., Meng, H. and Nandi, AK. (2022) 'Medical image segmentation using deep learning: A survey'. IET Image Processing, 16 (5). pp. 1243 - 1267. ISSN: 1751-9659 Open Access Link
Ma, L., Shao, Z., Li, X., Lin, Q., Li, J., Leung, VCM. and et al. (2022) 'Influence Maximization in Complex Networks by Using Evolutionary Deep Reinforcement Learning'. IEEE Transactions on Emerging Topics in Computational Intelligence, 7 (4). pp. 995 - 1009. ISSN: 2471-285X Open Access Link
Lei, T., Wang, J., Ning, H., Wang, X., Xue, D., Wang, Q. and et al. (2021) 'Difference Enhancement and Spatial-Spectral Non-Local Network for Change Detection in VHR Remote Sensing Images'. IEEE Transactions on Geoscience and Remote Sensing, 60. pp. 1 - 13. ISSN: 0196-2892 Open Access Link
Wang, Q., Yang, C., Wan, H., Deng, D. and Nandi, AK. (2021) 'Bearing Fault Diagnosis Based on Optimized Variational Mode Decomposition and 1-D Convolutional Neural Networks'. Measurement Science and Technology, 32 (10). pp. 1 - 16. ISSN: 0957-0233 Open Access Link
Ma, L., Zhang, X., Li, J., Lin, Q., Gong, M., Coello Coello, CA. and et al. (2021) 'Enhancing Robustness and Resilience of Multiplex Networks against Node-community Cascading Failures'. IEEE Transactions on Systems Man and Cybernetics: Systems, 52 (6). pp. 3808 - 3821. ISSN: 2168-2216 Open Access Link
Lei, T., Wang, R., Zhang, Y., Wang, Y., Liu, C. and Nandi, AK. (2021) 'DefED-Net: Deformable Encoder-Decoder Network for Liver and Liver Tumor Segmentation'. IEEE Transactions on Radiation and Plasma Medical Sciences, 6 (1). pp. 68 - 78. ISSN: 2469-7303 Open Access Link
Jia, X., Lei, T., Liu, P., Xue, D., Meng, H. and Nandi, AK. (2020) 'Fast and Automatic Image Segmentation Using Superpixel-Based Graph Clustering'. IEEE Access, 8. pp. 211526 - 211539. ISSN: 2169-3536 Open Access Link
Jia, X., Lei, T., Du, X., Liu, S., Meng, H. and Nandi, AK. (2020) 'Robust Self-Sparse Fuzzy Clustering for Image Segmentation.'. IEEE Access, 8. pp. 146182 - 146195. ISSN: 2169-3536 Open Access Link
Wang, Q., Yu, Y., Ahmed, HOA., Darwish, M. and Nandi, AK. (2020) 'Fault Detection and Classification in MMC-HVDC Systems Using Learning Methods'. Sensors, 20 (16). pp. 1 - 19. ISSN: 1424-8220 Open Access Link
Nandi, AK., Roberts, DJ. and Nandi, AK. (2020) 'Improved long‐term time‐series predictions of total blood use data from England'. Transfusion, 60 (2020). pp. 1 - 12. ISSN: 0041-1132 Open Access Link
Gao, Z., Zhu, Z. and Nandi, AK. (2020) 'Modulation Classification in MIMO Systems With Distribution Test Ensemble'. IEEE Access, 8. pp. 128819 - 128829. ISSN: 2169-3536 Open Access Link
Nandi, A. (2020) 'Model order selection from noisy polynomial data without using any polynomial coefficients'. IEEE Access, 8. pp. 130417 - 130430. ISSN: 2169-3536 Open Access Link
Nandi, AK. (2020) 'Data Modeling With Polynomial Representations and Autoregressive Time-Series Representations, and Their Connections'. IEEE Access, 8. pp. 110412 - 110424. ISSN: 2169-3536 Open Access Link
Nandi, AK., Roberts, DJ. and Nandi, AK. (2020) 'Prediction paradigm involving time series applied to total blood issues data from England'. Transfusion, 60 (3). pp. 535 - 543. ISSN: 0041-1132 Open Access Link
Lei, Y., Yang, B., Jiang, X., Jia, F., Li, N. and Nandi, AK. (2020) 'Applications of machine learning to machine fault diagnosis: A review and roadmap'. Mechanical Systems and Signal Processing, 138. pp. 106587 - 106587. ISSN: 0888-3270 Open Access Link
Lei, T., Jia, X., Zhang, Y., Liu, S., Meng, H. and Nandi, A. (2019) 'Superpixel-based Fast Fuzzy C-Means Clustering for Color Image Segmentation'. IEEE Transactions on Fuzzy Systems, 27 (9). pp. 1753 - 1766. ISSN: 1063-6706 Open Access Link
Lei, T., Liu, P., Jia, X., Zhang, X., Meng, H. and Nandi, AK. (2019) 'Automatic Fuzzy Clustering Framework for Image Segmentation'. IEEE Transactions on Fuzzy Systems, 28 (9). pp. 2078 - 2092. ISSN: 1063-6706 Open Access Link
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
Lei, T., Jia, X., Liu, T., Liu, S., Meng, H. and Nandi, AK. (2019) 'Adaptive Morphological Reconstruction for Seeded Image Segmentation'. IEEE Transactions on Image Processing, 28 (11). pp. 5510 - 5523. ISSN: 1057-7149 Open Access Link
Yuan, L., Guo, LH., Yuan, CA., Zhang, YH., Han, K., Nandi, A., et al. (2018) 'Integration of Multi-omics Data for Gene Regulatory Network Inference and Application to Breast Cancer'. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 16 (3). pp. 1 - 12. ISSN: 1545-5963 Open Access Link
Vasilaki, V., Volcke, E., Nandi, A., van Loosdrecht, MCM. and Katsou, E. (2018) 'Relating N2O emissions during biological nitrogen removal with operating conditions using multivariate statistical techniques'. Water Research, 140. pp. 387 - 402. ISSN: 0043-1354 Open Access Link
Randhawa, K., Loo, CK., Seera, M., Lim, CP. and Nandi, AK. (2018) 'Credit Card Fraud Detection Using AdaBoost and Majority Voting'. IEEE Access, 6. pp. 14277 - 14284. ISSN: 2169-3536 Open Access Link
Lei, T., Jia, X., Zhang, Y., He, L., Meng, H. and Nandi, AK. (2018) 'Significantly Fast and Robust Fuzzy C-Means Clustering Algorithm Based on Morphological Reconstruction and Membership Filtering'. IEEE Transactions on Fuzzy Systems, 26 (5). pp. 3027 - 3041. ISSN: 1063-6706 Open Access Link
Shen, Z., Zhang, YH., Han, K., Nandi, AK., Honig, B. and Huang, DS. (2017) 'MiRNA-disease association prediction with collaborative matrix factorization'. Complexity, 2017. pp. 1 - 9. ISSN: 1076-2787 Open Access Link
Nandi, A., Seera, M. and Wong, MLD. (2017) 'Classification of ball bearing faults using a hybrid intelligent model'. Applied Soft Computing, 57. pp. 427 - 435. ISSN: 1568-4946 Open Access Link
Nandi, AK. (2017) 'Intelligent condition monitoring method for bearing faults from highly compressed measurements using sparse over-complete features'. Mechanical Systems and Signal Processing, 99. pp. 459 - 477. ISSN: 0888-3270 Open Access Link
Abu-Jamous, B., Buffa, FM., Harris, AL. and Nandi, AK. (2017) 'In vitro downregulated hypoxia transcriptome is associated with poor prognosis in breast cancer'. Molecular Cancer, 16 (1). pp. 1 - 19. ISSN: 1476-4598 Open Access Link
Merryweather-Clarke, AT., Tipping, AJ., Lamikanra, AA., Fa, R., Abu-Jamous, B., Tsang, HP., et al. (2016) 'Distinct gene expression program dynamics during erythropoiesis from human induced pluripotent stem cells compared with adult and cord blood progenitors'. BMC Genomics, 17 (1). pp. 817. ISSN: 1471-2164 Open Access Link
Liu, C., Abu-Jamous, B., Brattico, E. and Nandi, AK. (2016) 'Towards Tunable Consensus Clustering for Studying Functional Brain Connectivity During Affective Processing'. International Journal of Neural Systems, 27 (2). pp. 1 - 16. ISSN: 0129-0657 Open Access Link
Azim, AW., Abrar, S., Zerguine, A. and Nandi, AK. (2016) 'Performance analysis of a family of adaptive blind equalization algorithms for square-QAM'. DIGITAL SIGNAL PROCESSING, 48. pp. 163 - 177. ISSN: 1051-2004 Open Access Link
Abu-Jamous, B., Fa, R., Roberts, DJ. and Nandi, AK. (2015) 'UNCLES: Method for the identification of genes differentially consistently co-expressed in a specific subset of datasets'. BMC Bioinformatics, 16 (184). pp. 184. ISSN: 1471-2105 Open Access Link
Abu-Jamous, B., Fa, R., Roberts, DJ. and Nandi, AK. (2015) 'Application of the Bi-CoPaM Method to Five Escherichia Coli Datasets Generated under Various Biological Conditions'. Journal of Signal Processing Systems, 79 (2). pp. 159 - 166. ISSN: 1939-8018
Abu-Jamous, B., Fa, R. and Nandi, AK. (2015) 'Integrative cluster analysis in bioinformatics'. Wiley. ISSN 13: 9781118906538
Zhu, Z. and Nandi, AK. (2015) 'Automatic Modulation Classification: Principles, Algorithms and Applications'. Honoken, NJ, USA: WIley. ISSN 10: 1-118-90650-0 ISSN 13: 978-1-118-90649-1