Nandi, Asoke K. - Brunel University - Institute of Environment, Health and Societies, Biomedical Engineering

个人简介

In April 2013, Professor Nandi moved to Brunel University London to be the Head of Electronic and Computer Engineering from the University of Liverpool where he held the David Jardine Chair of Signal Processing in the Department of Electrical Engineering and Electronics. He was the Head of the Signal Processing and Communications Research Group which he established in 1999. Professor Nandi received his PhD from the University of Cambridge. Subsequently, he held positions in Rutherford Appleton Laboratory, CERN, Queen Mary University of London, the University of Oxford, Imperial College London, University of Strathclyde, and the University of Liverpool.

研究领域

Professor Nandi works in a range of research areas. His theoretical and algorithmic developments are in signal processing and machine learning, while his applied contributions are to be found in wireless communications (automatic modulation recognition, equalization, etc.), biomedical signal processing (breast cancer detection, electrocardiogram extraction, retinal image processing, etc.), machine condition monitoring, image forensics, time series predictions, genomic signal processing (gene clustering), and brain signal processing (music, electroencephalogram, and functional magnetic resonance imaging data processing). Big Data is very much a theme of his research interests. Professor Nandi’s research interests can be captured in information engineering. He has published over 200 papers in refereed international journals (total: 500 technical papers) with an h-index of 60 (all citation figures in this resume are from Google Scholar).

近期论文

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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). doi: 10.1186/s12859-015-0614-0 Download publication 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 FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 79 (2). pp. 159 - 166. doi: 10.1007/s11265-014-0919-7 Skodras, AN. , Aburdene, MF. and Nandi, AK. (2015) 'Two-band fast Hartley transform'. Electronics Letters, 51 (1). pp. 57 - 59. doi: 10.1049/el.2014.3170 Download publication Azim, AW. , Abrar, S. , Zerguine, A. and Nandi, AK. (2015) 'Steady-state performance of multimodulus blind equalizers'. Signal Processing, 108 pp. 509 - 520. doi: 10.1016/j.sigpro.2014.10.020 Download publication Abu-Jamous, B. , Fa, R. , Roberts, DJ. and Nandi, AK. (2014) 'Comprehensive analysis of forty yeast microarray datasets reveals a novel subset of genes (APha-RiB) consistently negatively associated with ribosome biogenesis'. BMC Bioinformatics, 15 pp. . doi: 10.1186/1471-2105-15-322 Download publication Fa, R. and Nandi, AK. (2014) 'Noise resistant generalized parametric validity index of clustering for gene expression data'. IEEE-ACM Transactions on Computational Biology and Bioinformatics, 11 (4). pp. 741 - 752. doi: 10.1109/TCBB.2014.2312006 Download publication Zhu, Z. and Nandi, AK. (2014) 'Blind digital modulation classification using minimum distance centroid estimator and non-parametric likelihood function'. IEEE Transactions on Wireless Communications, 13 (8). pp. 4483 - 4494. doi: 10.1109/TWC.2014.2320724 Cong, F. , Zhou, G. , Astikainen, P. , Zhao, Q. , et al. (2014) 'Low-rank approximation based non-negative multi-way array decomposition on event-related potentials'. International Journal of Neural Systems, 24 (8). pp. . doi: 10.1142/S012906571440005X Fa, R. , Roberts, DJ. and Nandi, AK. (2014) 'Smart: Unique splitting-while-merging framework for gene clustering'. PLoS ONE, 9 (4). doi: 10.1371/journal.pone.0094141 Download publication Ali, A. , Abrar, S. , Zerguine, A. and Nandi, AK. (2014) 'Newton-like minimum entropy equalization algorithm for APSK systems'. Signal Processing, 101 pp. 74 - 86. doi: 10.1016/j.sigpro.2014.02.003 Download publication Zhu, Z. , Aslam, MW. and Nandi, AK. (2014) 'Genetic algorithm optimized distribution sampling test for M-QAM modulation classification'. SIGNAL PROCESSING, 94 pp. 264 - 275. doi: 10.1016/j.sigpro.2013.05.024 Alluri, V. , Toiviainen, P. , Lund, TE. , Wallentin, M. , et al. (2013) 'From Vivaldi to Beatles and back: Predicting lateralized brain responses to music'. NeuroImage, 83 pp. 627 - 636. doi: 10.1016/j.neuroimage.2013.06.064 Cong, F. , Alluri, V. , Nandi, AK. , Toiviainen, P. , et al. (2013) 'Linking Brain Responses to Naturalistic Music Through Analysis of Ongoing EEG and Stimulus Features'. IEEE TRANSACTIONS ON MULTIMEDIA, 15 (5). pp. 1060 - 1069. doi: 10.1109/TMM.2013.2253452 Abrar, S. , Ali, A. , Zerguine, A. and Nandi, AK. (2013) 'Tracking Performance of Two Constant Modulus Equalizers'. IEEE COMMUNICATIONS LETTERS, 17 (5). pp. 830 - 833. doi: 10.1109/LCOMM.2013.031313.122921 Aslam, MW. , Zhu, Z. and Nandi, AK. (2013) 'Feature generation using genetic programming with comparative partner selection for diabetes classification'. EXPERT SYSTEMS WITH APPLICATIONS, 40 (13). pp. 5402 - 5412. doi: 10.1016/j.eswa.2013.04.003 Abu-Jamous, B. , Fa, R. , Roberts, DJ. and Nandi, AK. (2013) 'Yeast gene CMR1/YDL156W is consistently co-expressed with genes participating in DNA-metabolic processes in a variety of stringent clustering experiments'. Journal of the Royal Society Interface, 10 (81). doi: 10.1098/rsif.2012.0990 Download publication Abu-Jamous, B. , Fa, R. , Roberts, DJ. and Nandi, AK. (2013) 'Paradigm of tunable clustering using Binarization of Consensus Partition Matrices (Bi-CoPaM) for gene discovery'. PLoS One, 8 (2). doi: 10.1371/journal.pone.0056432 Download publication Nwamadi, O. , Zhu, X. and Nandi, AK. (2012) 'Multi-criteria ranking based greedy algorithm for physical resource block allocation in multi-carrier wireless communication systems'. Signal Processing, 92 (11). pp. 2706 - 2717. doi: 10.1016/j.sigpro.2012.04.020 Wong, MM. , Wong, MLD. , Nandi, AK. and Hijazin, I. (2012) 'Construction of Optimum Composite Field Architecture for Compact High-Throughput AES S-Boxes'. IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 20 (6). pp. 1151 - 1155. doi: 10.1109/TVLSI.2011.2141693 Aslam, MW. , Zhu, Z. and Nandi, AK. (2012) 'Automatic modulation classification using combination of genetic programming and KNN'. IEEE Transaction on Wireless Communications, 11 (8). pp. 2742 - 2750. doi: 10.1109/TWC.2012.060412.110460