| An overview of independent component analysis and its applications GR Naik, DK Kumar Informatica 35 (1), 2011 | 219 | 2011 |
| Driver Fatigue Classification with Independent Component by Entropy Rate Bound Minimization Analysis in an EEG-based System R Chai, G Naik, TN Nguyen, S Ling, Y Tran, A Craig, H Nguyen IEEE Journal of Biomedical and Health Informatics (JBHI) 21 (3), 715-724, 2017 | 140 | 2017 |
| Twin SVM for gesture classification using the surface electromyogram GR Naik, DK Kumar IEEE Transactions on Information Technology in Biomedicine 14 (2), 301-308, 2009 | 139 | 2009 |
| Transradial Amputee Gesture Classification Using an Optimal Number of sEMG Sensors: An Approach Using ICA Clustering G Naik, A Al-Timemy, H Nguyen IEEE Transactions on Neural Systems & Rehabilitation Engineering (TNSRE), 2015 | 95 | 2015 |
| Single-Channel EMG Classification With Ensemble-Empirical-Mode-Decomposition-Based ICA for Diagnosing Neuromuscular Disorders GR Naik, S Selvan, HT Nguyen IEEE Transactions on Neural Systems & Rehabilitation Engineering (TNSRE), 2015 | 85 | 2015 |
| Hand gestures for HCI using ICA of EMG GR Naik, DK Kumar, VP Singh, M Palaniswami ACM International Conference Proceeding Series 237, 67-72, 2006 | 81 | 2006 |
| Non Negative Matrix Factorization for the Identification of EMG finger movements: Evaluation using matrix analysis GR Naik, HT Nguyen IEEE Journal of Biomedical and Health Informatics (JBHI) 19 (2), 478 - 485, 2015 | 77 | 2015 |
| Improving EEG-based driver fatigue classification using sparse-deep belief networks R Chai, SH Ling, PP San, GR Naik, TN Nguyen, Y Tran, A Craig, ... Frontiers in neuroscience 11, 103, 2017 | 74 | 2017 |
| Blind source separation GR Naik, W Wang Berlin: Springer 10, 978-3, 2014 | 74 | 2014 |
| Computational Intelligence in Electromyography Analysis - A Perspective on Current Applications and Future Challenges GR Naik INTECH Open Access Publisher, 2012 | 61 | 2012 |
| Multi run ICA and surface EMG based signal processing system for recognising hand gestures GR Naik, DK Kumar, M Palaniswami 2008 8th IEEE International Conference on Computer and Information …, 2008 | 59 | 2008 |
| CNN based approach for activity recognition using a wrist-worn accelerometer M Panwar, SR Dyuthi, KC Prakash, D Biswas, A Acharyya, K Maharatna, ... 2017 39th Annual International Conference of the IEEE Engineering in …, 2017 | 52 | 2017 |
| Applied Biological Engineering - Principles and Practice GR Naik INTECH Open Access Publisher, 2011 | 52* | 2011 |
| Retinal Fundus Image Analysis for Diagnosis of Glaucoma: A Comprehensive Survey CS Mary, EB Rajsingh, GR Naik IEEE ACCESS Journal 4, 4327-4354, 2016 | 50 | 2016 |
| Automated detection and correction of eye blink and muscular artefacts in EEG signal for analysis of Autism Spectrum Disorder PN Jadhav, D Shanamugan, A Chourasia, AR Ghole, A Acharyya, ... Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual …, 2014 | 49 | 2014 |
| Signal processing evaluation of myoelectric sensor placement in low‐level gestures: sensitivity analysis using independent component analysis GR Naik, DK Kumar, M Palaniswami Expert Systems 31 (1), 91-99, 2014 | 47 | 2014 |
| Edge effect elimination in single-mixture blind source separation Y Guo, S Huang, Y Li, GR Naik Circuits, Systems, and Signal Processing 32 (5), 2317-2334, 2013 | 47 | 2013 |
| Identification of hand and finger movements using multi run ICA of surface electromyogram GR Naik, DK Kumar Journal of medical systems 36 (2), 841-851, 2012 | 44 | 2012 |
| Principal Component Analysis Applied to Surface Electromyography: A Comprehensive Review GR Naik, SE Suviseshamuthu, M Gobbo, A Acharyya, HT Nguyen IEEE ACCESS Journal 4, 4025-4037, 2016 | 43 | 2016 |
| Online and automated reliable system design to remove blink and muscle artefact in EEG S Bhardwaj, P Jadhav, B Adapa, A Acharyya, GR Naik 2015 37th Annual International Conference of the IEEE Engineering in …, 2015 | 42 | 2015 |
Dinesh K KumarProfessor of Biomedical, RMIT University, MelbourneVerified email at rmit.edu.au
