Enhanced forensic speaker verification using multi-run ICA in the presence of environmental noise and reverberation conditions

Conference Publicaitons
Ahmed Kamil Hasan Al-Ali, Bouchra Senadji, Ganesh R. Naik
IEEE International Conference on Signal and Image Processing Applications (ICSIPA), Kuching, Malaysia, 2017, pp. 174-179, doi: 10.1109/ICSIPA.2017.8120601.
Publication year: 2017

Enhanced forensic speaker verification using a combination of DWT and MFCC feature warping in the presence of noise and reverberation conditions

Journals
Ahmed Kamil Hasan Al-Ali, David Dean, Bouchra Senadji, Vinod Chandran, Ganesh R. Naik
IEEE Access, Volume 5, Pages 15400-15413, Publisher IEEE, Journal Ranking Q1, Impact Factor 3.9
Publication year: 2017

Dynamically identifying relevant EEG channels by utilizing channels classification behaviour

Journals
Ahmed Al-Ani, Irena Koprinska, Ganesh R. Naik
Expert Systems with Applications, Volume 83, Pages 273-282, Publisher Pergamon, Journal Ranking Q1, Impact Factor 8.5
Publication year: 2017

Driver Fatigue Classification With Independent Component by Entropy Rate Bound Minimization Analysis in an EEG-Based System

Journals
Rifai Chai, Ganesh R. Naik, Tuan Nghia Nguyen, Sai Ho Ling, Yvonne Tran, Ashley Craig, Hung T. Nguyen
IEEE Journal of Biomedical and Health Informatics, Volume 21, Issue 3, Pages 715 - 724, Publisher IEEE, Journal Ranking Q1, Impact Factor 7.7
Publication year: 2017

Does heel height cause imbalance during sit-to-stand task: surface EMG perspective

Journals
Ganesh R. Naik, Ahmed Al-Ani, Massimiliano Gobbo, Hung T Nguyen
Frontiers in Physiology, Volume 8, Pages 626, Publisher Frontiers Media SA, Journal Ranking Q1, Impact Factor 4
Publication year: 2017

Differences in lower limb muscle activation patterns during Sit to Stand Task for different heel heights

Conference Publicaitons
Ganesh R. Naik, Manisha Pratihast, Rifai Chai, Ahmed Al-Ani, Amit Acharyya, Hung T Nguyen
39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Jeju, Korea (South), 2017, pp. 2486-2489, doi: 10.1109/EMBC.2017.8037361.
Publication year: 2017

Detection of turning freeze in Parkinson's disease based on S-transform decomposition of EEG signals

Conference Publicaitons
Quynh Tran Ly, AM Ardi Handojoseno, Moran Gilat, Rifai Chai, Kaylena A Ehgoetz Martens, Matthew Georgiades, Ganesh R. Naik, Yvonne Tran, Simon JG Lewis, Hung T Nguyen
39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Jeju, Korea (South), 2017, pp. 3044-3047, doi: 10.1109/EMBC.2017.8037499.
Publication year: 2017

Detection of gait initiation Failure in Parkinson's disease based on wavelet transform and Support Vector Machine

Conference Publicaitons
Quynh Tran Ly, AM Ardi Handojoseno, Moran Gilat, Rifai Chai, Kaylena A Ehgoetz Martens, Matthew Georgiades, Ganesh. R Naik, Yvonne Tran, Simon JG Lewis, Hung T Nguyen
39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Jeju, Korea (South), 2017, pp. 3048-3051, doi: 10.1109/EMBC.2017.8037500.
Publication year: 2017

Computational algorithms underlying the time-based detection of sudden cardiac arrest via electrocardiographic markers

Journals
Annmarie G Raka, Ganesh R. Naik, Rifai Chai
Applied Sciences, Volume 7, Issue 9, Pages 954, Journal Ranking Q2, Impact Factor 2.7
Publication year: 2017

CNN based approach for activity recognition using a wrist-worn accelerometer

Conference Publicaitons
Madhuri Panwar, S Ram Dyuthi, K Chandra Prakash, Dwaipayan Biswas, Amit Acharyya, Koushik Maharatna, Arvind Gautam, Ganesh R. Naik
39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Jeju, Korea (South), 2017, pp. 2438-2441, doi: 10.1109/EMBC.2017.8037349.
Publication year: 2017

Channels selection using independent component analysis and scalp map projection for EEG-based driver fatigue classification

Conference Publicaitons
Rifai Chai, Ganesh R. Naik, Sai Ho Ling, Yvonne Tran, Ashley Craig, Hung T Nguyen
39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Jeju, Korea (South), 2017, pp. 1808-1811, doi: 10.1109/EMBC.2017.8037196.
Publication year: 2017

A system for accelerometer-based gesture classification using artificial neural networks

Conference Publicaitons
Robert M Stephenson, Ganesh R. Naik, Rifai Chai
39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Jeju, Korea (South), 2017, pp. 4187-4190, doi: 10.1109/EMBC.2017.8037779.
Publication year: 2017

Wavelet PCA for automatic identification of walking with and without an exoskeleton on a treadmill using pressure and accelerometer sensors

Conference Publicaitons
Ganesh R Naik, Gita Pendharkar, Hung T Nguyen
38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Orlando, FL, USA, 2016, pp. 1999-2002, doi: 10.1109/EMBC.2016.7591117.
Publication year: 2016

Validity and everyday clinical applicability of lumbar muscle fatigue assessment methods in patients with chronic non-specific low back pain: a systematic review

Journals
Jorge H Villafane, Massimiliano Gobbo, Matteo Peranzoni, Ganesh R. Naik, Grace Imperio, Joshua A Cleland, Stefano Negrini
Disability and rehabilitation, Volume 38, Issue 19, Pages 1859-1871, Publisher Taylor & Francis, Journal Ranking Q2, Impact Factor 2.5
Publication year: 2016

Transradial Amputee Gesture Classification Using an Optimal Number of sEMG Sensors: An Approach Using ICA Clustering

Journals
Ganesh R. Naik, Ali Al-Timemy, Hung Nguyen
IEEE Transactions on Neural Systems and Rehabilitation Engineering, Volume 24, Issue 8, Pages 837 - 846, Publisher IEEE, Journal Ranking Q1, Impact Factor 4.9
Publication year: 2016

Single-Channel EMG Classification With Ensemble-Empirical-Mode-Decomposition-Based ICA for Diagnosing Neuromuscular Disorders

Journals
Ganesh R. Naik, S Easter Selvan, Hung Nguyen
IEEE Transactions on Neural Systems and Rehabilitation Engineering, Volume 24, Issue 7, Pages 734 - 743, Publisher IEEE, Journal Ranking Q1, Impact Factor 4.9
Publication year: 2016

Shape memory alloy smart knee spacer to enhance knee functionality: Model design and finite element analysis

Conference Publicaitons
Arvind Gautam, A Bhargavi Rani, Miguel A Callejas, Swati Ghosh Acharyya, Amit Acharyya, Dwaipayan Biswas, Vasundhra Bhandari, Paresh Sharma, Ganesh R. Naik
38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Orlando, FL, USA, 2016, pp. 6046-6049, doi: 10.1109/EMBC.2016.7592107.
Publication year: 2016

Selecting optimal EEG channels for mental tasks classification: An approach using ICA

Conference Publicaitons
Rifai Chai, Ganesh R. Naik, Tuan N Nguyen, Sai Ho Ling, Yvonne Tran, Hung T Nguyen
IEEE Congress on Evolutionary Computation (CEC), Vancouver, BC, Canada, 2016, pp. 1331-1335, doi: 10.1109/CEC.2016.7743942.
Publication year: 2016

Retinal Fundus Image Analysis for Diagnosis of Glaucoma: A Comprehensive Survey

Journals
Caroline. S. Mary, E. B. Rajsingh, Ganesh. R Naik
IEEE Access, Volume 4, Pages 4327-4354, Publisher IEEE, Journal Ranking Q1, Impact Factor 3.9
Publication year: 2016

Reconfigurable hardware-software codesign methodology for protein identification

Conference Publicaitons
Venkateshwarlu Y Gudur, Sandeep Thallada, Abhinay R Deevi, Venkata Krishna Gande, Amit Acharyya, Vasundhra Bhandari, Paresh Sharma, Saqib Khursheed, Ganesh R. Naik
38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Orlando, FL, USA, 2016, pp. 2456-2459, doi: 10.1109/EMBC.2016.7591227.
Publication year: 2016

Principal Component Analysis Applied to Surface Electromyography: A Comprehensive Review

Journals
Ganesh R Naik, S Easter Suviseshamuthu, Massimiliano Gobbo, Amit Acharyya, Hung T Nguyen
IEEE Access, Volume 4, Pages 4025-4037, Publisher IEEE, Journal Ranking Q1, Impact Factor 3.9
Publication year: 2016

Novel Ti-Nb alloys with improved wear resistance for biomedical implant application

Conference Publicaitons
Praveen Chapala, Swati Ghosh Acharyya, SM Shariff, Ganesh R. Naik
38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Orlando, FL, USA, 2016, pp. 4208-4211, doi: 10.1109/EMBC.2016.7591655.
Publication year: 2016

Non-negative matrix factorization techniques

Books
Ganesh R Naik
Springer, Singapore
Publication year: 2016

Low complexity single channel ICA architecture design methodology for pervasive healthcare applications

Conference Publicaitons
Swati Bhardwaj, Adapa Bhagyaraja, R Shashank, Pranit Jadhav, Dwaipayan Biswas, Amit Acharyya, Ganesh R Naik
IEEE International Workshop on Signal Processing Systems (SiPS), Dallas, TX, USA, 2016, pp. 39-44, doi: 10.1109/SiPS.2016.15.
Publication year: 2016

Classification of EEG based-mental fatigue using principal component analysis and Bayesian neural network

Conference Publicaitons
Rifai Chai, Yvonne Tran, Ganesh R. Naik, Tuan N Nguyen, Sai Ho Ling, Ashley Craig, Hung T Nguyen
38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Orlando, FL, USA, 2016, pp. 4654-4657, doi: 10.1109/EMBC.2016.7591765.
Publication year: 2016

A dynamic channel selection algorithm for the classification of EEG and EMG data

Conference Publicaitons
Ahmed Al-Ani, Irena Koprinska, Ganesh R. Naik, Rami N Khushaba
International Joint Conference on Neural Networks (IJCNN), Vancouver, BC, Canada, 2016, pp. 4076-4081, doi: 10.1109/IJCNN.2016.7727730.
Publication year: 2016

Online and automated reliable system design to remove blink and muscle artefact in EEG

Conference Publicaitons
Swati Bhardwaj, Pranit Jadhav, Bhagyaraja Adapa, Amit Acharyya, Ganesh R. Naik
37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Milan, Italy, 2015, pp. 6784-6787, doi: 10.1109/EMBC.2015.7319951.
Publication year: 2015

Nonnegative Matrix Factorization for the Identification of EMG Finger Movements: Evaluation Using Matrix Analysis

Journals
Ganesh R. Naik, Hung Nguyen
IEEE Journal of Biomedical and Health Informatics, Volume 19, Issue 2, Pages 478 - 485, Publisher IEEE, Journal Ranking Q1, Impact Factor 7.7
Publication year: 2015

Nonlinear Multiscale Maximal Lyapunov Exponent for accurate myoelectric signal classification

Journals
Yina Guo, Ganesh R. Naik, Shuhua Huang, Ajith Abraham, Hung T Nguyen
Applied Soft Computing, Volume 36, Pages 633–640, Publisher Elsevier, Journal Ranking Q1, Impact Factor 8.7
Publication year: 2015

Multiscale PCA to distinguish regular and irregular surfaces using tri axial head and trunk acceleration signals

Conference Publicaitons
Gita Pendharkar, Ganesh R. Naik, Amit Acharyya, Hung T Nguyen
37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Milan, Italy, 2015, pp. 4122-4125, doi: 10.1109/EMBC.2015.7319301.
Publication year: 2015