| An overview of independent component analysis and its applications GR Naik, DK Kumar Informatica 35 (1), 2011 | 205 | 2011 |
| 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 | 129 | 2009 |
| 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 | 115 | 2017 |
| 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 | 80 | 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 | 77 | 2015 |
| Hand gestures for HCI using ICA of EMG GR Naik, DK Kumar, VP Singh, M Palaniswami Proceedings of the HCSNet workshop on Use of vision in human-computer …, 2006 | 76 | 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 | 70 | 2015 |
| Blind source separation GR Naik, W Wang Berlin: Springer 10, 978-3, 2014 | 63 | 2014 |
| 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 | 59 | 2017 |
| 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 | 55 | 2008 |
| 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 | 46 | 2014 |
| Computational Intelligence in Electromyography Analysis - A Perspective on Current Applications and Future Challenges GR Naik INTECH Open Access Publisher, 2012 | 46 | 2012 |
| 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 | 43 | 2013 |
| Applied Biological Engineering - Principles and Practice GR Naik INTECH Open Access Publisher, 2011 | 43* | 2011 |
| 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 | 42 | 2014 |
| 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 | 42 | 2012 |
| Retinal Fundus Image Analysis for Diagnosis of Glaucoma: A Comprehensive Survey CS Mary, EB Rajsingh, GR Naik IEEE ACCESS Journal 4, 4327-4354, 2016 | 37 | 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 | 36 | 2015 |
| Using Blind Source Separation on accelerometry data to analyze and distinguish the toe walking gait from normal gait in ITW children G Pendharkar, GR Naik, HT Nguyen Biomedical Signal Processing and Control 13, 41-49, 2014 | 36 | 2014 |
| A machine learning based method for classification of fractal features of forearm sEMG using twin support vector machines SP Arjunan, DK Kumar, GR Naik 2010 Annual International Conference of the IEEE Engineering in Medicine and …, 2010 | 36 | 2010 |
Dinesh K KumarProfessor of Biomedical, RMIT University, MelbourneVerified email at rmit.edu.au
