An overview of independent component analysis and its applications GR Naik, DK Kumar Informatica 35 (1), 2011 | 257 | 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 | 220 | 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 | 160 | 2009 |
Real-time EMG based pattern recognition control for hand prostheses: A review on existing methods, challenges and future implementation N Parajuli, N Sreenivasan, P Bifulco, M Cesarelli, S Savino, V Niola, ... Sensors 19 (20), 4596, 2019 | 159 | 2019 |
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 | 130 | 2015 |
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 | 129 | 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 | 126 | 2017 |
Computational Intelligence in Electromyography Analysis - A Perspective on Current Applications and Future Challenges GR Naik INTECH Open Access Publisher, 2012 | 122 | 2012 |
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 | 119 | 2017 |
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 | 111 | 2015 |
Blind source separation GR Naik, W Wang Berlin: Springer 10, 978-3, 2014 | 102 | 2014 |
Progress in brain computer interface: Challenges and opportunities S Saha, KA Mamun, K Ahmed, R Mostafa, GR Naik, S Darvishi, ... Frontiers in systems neuroscience 15, 578875, 2021 | 96 | 2021 |
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 | 95 | 2006 |
Retinal Fundus Image Analysis for Diagnosis of Glaucoma: A Comprehensive Survey CS Mary, EB Rajsingh, GR Naik IEEE ACCESS Journal 4, 4327-4354, 2016 | 92 | 2016 |
Advances in principal component analysis: research and development GR Naik Springer, 2017 | 85 | 2017 |
Ponseti method in the management of clubfoot under 2 years of age: A systematic review B Ganesan, A Luximon, A Al-Jumaily, SK Balasankar, GR Naik PloS one 12 (6), 1-18, 2017 | 79 | 2017 |
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 | 69 | 2016 |
A comparison of reflective photoplethysmography for detection of heart rate, blood oxygen saturation, and respiration rate at various anatomical locations SK Longmore, GY Lui, G Naik, PP Breen, B Jalaludin, GD Gargiulo Sensors 19 (8), 1874, 2019 | 68 | 2019 |
Applied Biological Engineering - Principles and Practice GR Naik INTECH Open Access Publisher, 2011 | 68* | 2011 |
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 | 66 | 2008 |