Limitations and Applications of ICA for Surface Electromyogram. - Ganesh R. Naik; Dinesh K. Kumar; Sridhar P. Arjunan; Marimuthu Palaniswami; Rezaul K. Begg (EMBC, 2006)

Limitations and Applications of ICA in Facial sEMG and Hand Gesture sEMG for Human Computer Interaction. - Ganesh R. Naik; Dinesh Kant Kumar; Sridhar Poosapadi Arjunan; Hans Weghorn; Marimuthu Palaniswami (DICTA, 2007)

Subtle Hand Gesture Identification for HCI Using Temporal Decorrelation Source Separation BSS of Surface EMG. - Ganesh R. Naik; Dinesh Kant Kumar; Hans Weghorn; Marimuthu Palaniswami (DICTA, 2007)

Recognition of Human Voice Utterances from Facial Surface EMG without Using Audio Signals. - Sridhar Poosapadi Arjunan; Hans Weghorn; Dinesh Kant Kumar; Ganesh R. Naik; Wai Chee Yau (ICEIS (Selected Papers), 2007)

Improving Isometric Hand Gesture Identification for HCI based on Independent Component Analysis in Bio-signal Processing. - Ganesh R. Naik; Dinesh Kant Kumar; Hans Weghorn; Vijay P. Singh; Marimuthu Palaniswami (PRIS, 2007)

Multi run ICA and surface EMG based signal processing system for recognising hand gestures. - Ganesh R. Naik; Dinesh Kant Kumar; Marimuthu Palaniswami (CIT, 2008)

Multi modal gesture identification for HCI using surface EMG. - Ganesh R. Naik; Dinesh Kant Kumar; Sridhar Poosapadi Arjunan (MindTrek, 2008)

Limitations and Applications of ICA for Surface electromyogram for Identifying Hand Gestures. - Djuwari Djuwari; Dinesh Kant Kumar; Sridhar Poosapadi Arjunan; Ganesh R. Naik (Int. J. Comput. Intell. Appl., 2008)

Estimation of Muscle Fatigue during Cyclic Contractions Using Source Separation Techniques. - Ganesh R. Naik; Dinesh Kant Kumar; Katherine Wheeler; Sridhar Poosapadi Arjunan (DICTA, 2009)

Information based filtering of audio for multimedia applications. - Ganesh R. Naik; Dinesh Kant Kumar; Hans Weghorn; Guo Yina; Hirokazu Shimada (IADIS AC (2), 2009)

Determining Number of Independent Sources in Undercomplete Mixture. - Ganesh R. Naik; Dinesh Kant Kumar (EURASIP J. Adv. Signal Process., 2009)

Twin SVM for gesture classification using the surface electromyogram. - Ganesh R. Naik; Dinesh Kant Kumar; Jayadeva (IEEE Trans. Inf. Technol. Biomed., 2010)

Evaluation of higher order statistics parameters for multi channel sEMG using different force levels. - Ganesh R. Naik; Dinesh K. Kumar (EMBC, 2011)

An Overview of Independent Component Analysis and Its Applications. - Ganesh R. Naik; Dinesh Kant Kumar (Informatica (Slovenia), 2011)

Measure of Quality of Source Separation for Sub- and Super-Gaussian Audio Mixtures. - Ganesh R. Naik (Informatica, 2012)

Identification of Hand and Finger Movements Using Multi Run ICA of Surface Electromyogram. - Ganesh R. Naik; Dinesh Kant Kumar (J. Medical Syst., 2012)

Single channel blind source separation based local mean decomposition for Biomedical applications. - Yina Guo; Ganesh R. Naik; Hung T. Nguyen 001 (EMBC, 2013)

A new approach to improve the quality of biosensor signals using Fast Independent Component Analysis: Feasibility study using EMG recordings. - Ganesh R. Naik; Yina Guo; Hung T. Nguyen 001 (EMBC, 2013)

Edge Effect Elimination in Single-Mixture Blind Source Separation. - Yina Guo; Shuhua Huang; Yongtang Li; Ganesh R. Naik (Circuits Syst. Signal Process., 2013)

Automated detection and correction of eye blink and muscular artefacts in EEG signal for analysis of Autism Spectrum Disorder. - Pranit N. Jadhav; Divya Shanamugan; Akansha Chourasia; Aniket R. Ghole; Amit Acharyya; Ganesh R. Naik (EMBC, 2014)

Classification of finger extension and flexion of EMG and Cyberglove data with modified ICA weight matrix. - Ganesh R. Naik; Amit Acharyya; Hung T. Nguyen 001 (EMBC, 2014)

Using Blind Source Separation on accelerometry data to analyze and distinguish the toe walking gait from normal gait in ITW children. - Gita Pendharkar; Ganesh R. Naik; Hung T. Nguyen 001 (Biomed. Signal Process. Control., 2014)

Signal processing evaluation of myoelectric sensor placement in low-level gestures: sensitivity analysis using independent component analysis. - Ganesh R. Naik; Dinesh Kant Kumar; Marimuthu Palaniswami (Expert Syst. J. Knowl. Eng., 2014)

Online and automated reliable system design to remove blink and muscle artefact in EEG. - Swati Bhardwaj 001; Pranit Jadhav; Bhagyaraja Adapa; Amit Acharyya; Ganesh R. Naik (EMBC, 2015)

Classification of driver fatigue in an electroencephalography-based countermeasure system with source separation module. - Rifai Chai; Ganesh R. Naik; Yvonne Tran; Sai-Ho Ling; Ashley Craig; Hung T. Nguyen 001 (EMBC, 2015)

Fast underdetermined BSS architecture design methodology for real time applications. - Suresh Mopuri; P. Sreenivasa Reddy; Amit Acharyya; Ganesh R. Naik (EMBC, 2015)

Multiscale PCA to distinguish regular and irregular surfaces using tri axial head and trunk acceleration signals. - Gita Pendharkar; Ganesh R. Naik; Amit Acharyya; Hung T. Nguyen 001 (EMBC, 2015)

Affordable low complexity heart/brain monitoring methodology for remote health care. - Naresh Vemishetty; Pranit Jadhav; Bhagyaraja Adapa; Amit Acharyya; Pachamuthu Rajalakshmi; Ganesh R. Naik (EMBC, 2015)

A Methodology for Synthesizing Interdependent Multichannel EEG Data with a Comparison Among Three Blind Source Separation Techniques. - Ahmed Al-Ani; Ganesh R. Naik; Hussein A. Abbass (ICONIP (4), 2015)

An accurate clustering algorithm for fast protein-profiling using SCICA on MALDI-TOF. - Amit Acharyya; Mavuduru Neehar; Ganesh R. Naik (ISCAS, 2015)

Nonlinear multiscale Maximal Lyapunov Exponent for accurate myoelectric signal classification. - Yina Guo; Ganesh R. Naik; Shuhua Huang; Ajith Abraham; Hung T. Nguyen 001 (Appl. Soft Comput., 2015)

Dependence Independence Measure for Posterior and Anterior EMG Sensors Used in Simple and Complex Finger Flexion Movements: Evaluation Using SDICA. - Ganesh R. Naik; Kerry G. Baker; Hung T. Nguyen 001 (IEEE J. Biomed. Health Informatics, 2015)

Nonnegative Matrix Factorization for the Identification of EMG Finger Movements: Evaluation Using Matrix Analysis. - Ganesh R. Naik; Hung T. Nguyen 001 (IEEE J. Biomed. Health Informatics, 2015)

Selecting optimal EEG channels for mental tasks classification: An approach using ICA. - Rifai Chai; Ganesh R. Naik; Tuan Nghia Nguyen 001; Sai-Ho Ling; Yvonne Tran; Hung T. Nguyen 001 (CEC, 2016)

Classification of EEG based-mental fatigue using principal component analysis and Bayesian neural network. - Rifai Chai; Yvonne Tran; Ganesh R. Naik; Tuan Nghia Nguyen 001; Sai-Ho Ling; Ashley Craig; Hung T. Nguyen 001 (EMBC, 2016)

Novel Ti-Nb alloys with improved wear resistance for biomedical implant application. - Praveen Chapala; Swati Ghosh Acharyya; S. M. Shariff; Ganesh R. Naik (EMBC, 2016)

Shape memory alloy smart knee spacer to enhance knee functionality: Model design and finite element analysis. - Arvind Gautam; A. Bhargavi Rani; Miguel A. Callejas; Swati Ghosh Acharyya; Amit Acharyya; Dwaipayan Biswas; Vasundhra Bhandari; Paresh Sharma; Ganesh R. Naik (EMBC, 2016)

Reconfigurable hardware-software codesign methodology for protein identification. - Venkateshwarlu Y. Gudur; Sandeep Thallada; Abhinay R. Deevi; Venkata Krishna Gande; Amit Acharyya; Vasundhra Bhandari; Paresh Sharma; S. Saqib Khursheed; Ganesh R. Naik (EMBC, 2016)

Wavelet PCA for automatic identification of walking with and without an exoskeleton on a treadmill using pressure and accelerometer sensors. - Ganesh R. Naik; Gita Pendharkar; Hung T. Nguyen 001 (EMBC, 2016)

A dynamic channel selection algorithm for the classification of EEG and EMG data. - Ahmed Al-Ani; Irena Koprinska; Ganesh R. Naik; Rami N. Khushaba (IJCNN, 2016)

Low Complexity Single Channel ICA Architecture Design Methodology for Pervasive Healthcare Applications. - Swati Bhardwaj 001; Bhagyaraja Adapa; R. Shashank; Pranit Jadhav; Dwaipayan Biswas; Amit Acharyya; Ganesh R. Naik (SiPS, 2016)

Retinal Fundus Image Analysis for Diagnosis of Glaucoma: A Comprehensive Survey. - M. Caroline Viola Stella Mary; Elijah Blessing Rajsingh; Ganesh R. Naik (IEEE Access, 2016)

Principal Component Analysis Applied to Surface Electromyography: A Comprehensive Review. - Ganesh R. Naik; Suviseshamuthu Easter Selvan; Massimiliano Gobbo; Amit Acharyya; Hung T. Nguyen 001 (IEEE Access, 2016)

Channels selection using independent component analysis and scalp map projection for EEG-based driver fatigue classification. - Rifai Chai; Ganesh R. Naik; Sai-Ho Ling; Yvonne Tran; Ashley Craig; Hung T. Nguyen 001 (EMBC, 2017)

Shape memory effect of nano-ferromagnetic particle doped NiTi for orthopedic devices and rehabilitation techniques. - Arvind Gautam; Anuradha Balouria; Amit Acharyya; Swati Ghosh Acharyya; Madhuri Panwar; Ganesh R. Naik (EMBC, 2017)

Detection of turning freeze in Parkinson's disease based on S-transform decomposition of EEG signals. - Quynh Tran Ly; Aluysius Maria Ardi Handojoseno; Moran Gilat; Rifai Chai; Kaylena A. Ehgoetz Martens; Matthew Georgiades; Ganesh R. Naik; Yvonne Tran; Simon J. G. Lewis; Hung T. Nguyen 001 (EMBC, 2017)

Detection of gait initiation Failure in Parkinson's disease based on wavelet transform and Support Vector Machine. - Quynh Tran Ly; Aluysius Maria Ardi Handojoseno; Moran Gilat; Rifai Chai; Kaylena A. Ehgoetz Martens; Matthew Georgiades; Ganesh R. Naik; Yvonne Tran; Simon J. G. Lewis; Hung T. Nguyen 001 (EMBC, 2017)

Differences in lower limb muscle activation patterns during Sit to Stand Task for different heel heights. - Ganesh R. Naik; Manisha Pratihast; Rifai Chai; Ahmed Al-Ani; Amit Acharyya; Hung T. Nguyen 001 (EMBC, 2017)

CNN based approach for activity recognition using a wrist-worn accelerometer. - Madhuri Panwar; Sristi Ram Dyuthi; Konkimalla Chandra Prakash; Dwaipayan Biswas; Amit Acharyya; Koushik Maharatna; Arvind Gautam; Ganesh R. Naik (EMBC, 2017)

A system for accelerometer-based gesture classification using artificial neural networks. - Robert M. Stephenson; Ganesh R. Naik; Rifai Chai (EMBC, 2017)

Enhanced forensic speaker verification using multi-run ICA in the presence of environmental noise and reverberation conditions. - Ahmed Kamil Hasan Al-Ali; Bouchra Senadji; Ganesh R. Naik (ICSIPA, 2017)

Enhanced Forensic Speaker Verification Using a Combination of DWT and MFCC Feature Warping in the Presence of Noise and Reverberation Conditions. - Ahmed Kamil Hasan Al-Ali; David Dean; Bouchra Senadji; Vinod Chandran; Ganesh R. Naik (IEEE Access, 2017)

Dynamically identifying relevant EEG channels by utilizing channels classification behaviour. - Ahmed Al-Ani; Irena Koprinska; Ganesh R. Naik (Expert Syst. Appl., 2017)

Optimized phase-space reconstruction for accurate musical-instrument signal classification. - Yina Guo; Qijia Liu; Anhong Wang; Chaoli Sun; Wenyan Tian; Ganesh R. Naik; Ajith Abraham (Multim. Tools Appl., 2017)

Driver Fatigue Classification With Independent Component by Entropy Rate Bound Minimization Analysis in an EEG-Based System. - Rifai Chai; Ganesh R. Naik; Tuan Nghia Nguyen 001; Sai-Ho Ling; Yvonne Tran; Ashley Craig; Hung T. Nguyen 001 (IEEE J. Biomed. Health Informatics, 2017)

Low-complexity hardware design methodology for reliable and automated removal of ocular and muscular artifact from EEG. - Amit Acharyya; Pranit Jadhav; Valentina Bono; Koushik Maharatna; Ganesh R. Naik (Comput. Methods Programs Biomed., 2018)

Nonparametric dynamical model of cardiorespiratory responses at the onset and offset of treadmill exercises. - Hairong Yu; Lin Ye; Ganesh R. Naik; Rong Song; Hung T. Nguyen 001; Steven W. Su (Medical Biol. Eng. Comput., 2018)

Automated detection of congestive heart failure from electrocardiogram signal using Stockwell transform and hybrid classification scheme. - R. K. Tripathy 001; Mario Roberto Arrieta Paternina; Juan G. Arrieta; Alejandro Zamora-Méndez; Ganesh R. Naik (Comput. Methods Programs Biomed., 2019)

Progress in Brain Computer Interfaces: Challenges and Trends. - Simanto Saha; Khondaker Abdullah Al Mamun; Khawza I. Ahmed; Raqibul Mostafa; Ganesh R. Naik; Ahsan Khandoker; Sam Darvishi; Mathias Baumert (CoRR, 2019)

A Piezoresistive Array Armband With Reduced Number of Sensors for Hand Gesture Recognition. - Daniele Esposito; Emilio Andreozzi; Gaetano D. Gargiulo; Antonio Fratini; Giovanni D'Addio; Ganesh R. Naik; Paolo Bifulco (Frontiers Neurorobotics, 2019)

Bilingual text detection in natural scene images using invariant moments. - Karan Maheshwari; Alex Noel Joseph Raj; Vijayalakshmi G. V. Mahesh; Zhemin Zhuang; Elizabeth Rufus; Palaiahnakote Shivakumara; Ganesh R. Naik (J. Intell. Fuzzy Syst., 2019)

A Comparison of Reflective Photoplethysmography for Detection of Heart Rate, Blood Oxygen Saturation, and Respiration Rate at Various Anatomical Locations. - Sally K. Longmore; Gough Y. Lui; Ganesh R. Naik; Paul P. Breen; Bin Jalaludin; Gaetano D. Gargiulo (Sensors, 2019)

Real-Time EMG Based Pattern Recognition Control for Hand Prostheses: A Review on Existing Methods, Challenges and Future Implementation. - Nawadita Parajuli; Neethu Sreenivasan; Paolo Bifulco; Mario Cesarelli; Sergio Savino; Vincenzo Niola; Daniele Esposito; Tara Julia Hamilton; Ganesh R. Naik; Upul Gunawardana; Gaetano D. Gargiulo (Sensors, 2019)

Towards Real-Time Heartbeat Classification: Evaluation of Nonlinear Morphological Features and Voting Method. - Kandala N. V. P. S. Rajesh; Ravindra Dhuli; Pawel Plawiak; Ganesh R. Naik; Hossein Moeinzadeh; Gaetano D. Gargiulo; Gunnam Suryanarayana (Sensors, 2019)

A new technique for the prediction of heart failure risk driven by hierarchical neighborhood component-based learning and adaptive multi-layer networks. - Oluwarotimi Williams Samuel; Bin Yang; Yanjuan Geng; Mojisola Grace Asogbon; Sandeep Pirbhulal; Deogratias Mzurikwao; Oluwagbenga Paul Idowu; Tunde Joseph Ogundele; Xiangxin Li; Shixiong Chen; Ganesh R. Naik; Peng Fang 001; et al. (Future Gener. Comput. Syst., 2020)

Detection of Atrial Fibrillation from Single Lead ECG Signal Using Multirate Cosine Filter Bank and Deep Neural Network. - Samit Kumar Ghosh; R. K. Tripathy 001; Mario Roberto Arrieta Paternina; Juan J. Arrieta; Alejandro Zamora-Méndez; Ganesh R. Naik (J. Medical Syst., 2020)

Laparoscopic Robotic Surgery: Current Perspective and Future Directions. - Sally K. Longmore; Ganesh R. Naik; Gaetano D. Gargiulo (Robotics, 2020)

Forcecardiography: A Novel Technique to Measure Heart Mechanical Vibrations onto the Chest Wall. - Emilio Andreozzi; Antonio Fratini; Daniele Esposito; Ganesh R. Naik; Caitlin Polley; Gaetano D. Gargiulo; Paolo Bifulco (Sensors, 2020)

Characterisation of Morphic Sensors for Body Volume and Shape Applications. - Sami El Arja; Titus Jayarathna; Ganesh R. Naik; Paul Breen; Gaetano D. Gargiulo (Sensors, 2020)

Enhanced forensic speaker verification performance using the ICA-EBM algorithm under noisy and reverberant environments. - Ahmed Kamil Hasan Al-Ali; Vinod Chandran; Ganesh R. Naik (Evol. Intell., 2021)

Epilepsy attacks recognition based on 1D octal pattern, wavelet transform and EEG signals. - Türker Tuncer; Sengül Dogan; Ganesh R. Naik; Pawel Plawiak (Multim. Tools Appl., 2021)

Biosignal-Based Human-Machine Interfaces for Assistance and Rehabilitation: A Survey. - Daniele Esposito; Jessica Centracchio; Emilio Andreozzi; Gaetano D. Gargiulo; Ganesh R. Naik; Paolo Bifulco (Sensors, 2021)

Wearable Bluetooth Triage Healthcare Monitoring System. - Caitlin Polley; Titus Jayarathna; Upul Gunawardana; Ganesh R. Naik; Tara J. Hamilton; Emilio Andreozzi; Paolo Bifulco; Daniele Esposito; Jessica Centracchio; Gaetano D. Gargiulo (Sensors, 2021)

Low complex Hardware Architecture Design Methodology for Cubic Spline Interpolation Technique for Assistive Technologies. - Ganesh Cheduluri; Swati Bhardwaj 001; Ganesh R. Naik; Vidhumouli Hansigida; Appa Rao Nali; Amit Acharyya (NEWCAS, 2022)

Seizure Detection: A Low Computational Effective Approach without Classification Methods. - Neethu Sreenivasan; Gaetano D. Gargiulo; Upul Gunawardana; Ganesh R. Naik; Armin Nikpour (Sensors, 2022)

Single Channel Surface Electromyogram Deconvolution is a Useful Pre-Processing for Myoelectric Control. - Maxime Bourges; Ganesh R. Naik; Luca Mesin (IEEE Trans. Biomed. Eng., 2022)

High night-to-night variability in sleep apnea severity is associated with uncontrolled hypertension. - Bastien Lechat; Kelly A. Loffler; Amy C. Reynolds; Ganesh R. Naik; Andrew Vakulin; Garry Jennings; Pierre Escourrou; Doug McEvoy; Robert J. Adams; Peter G. Catcheside; Danny J. Eckert (npj Digit. Medicine, 2023)

Editorial: Neurorobotics explores gait movement in the sporting community. - Andrej Gams; Ganesh R. Naik (Frontiers Neurorobotics, 2023)

Editorial: Machine learning and applied neuroscience. - Wellington Pinheiro dos Santos; Vincenzo Conti; Orazio Gambino; Ganesh R. Naik (Frontiers Neurorobotics, 2023)

Combined Cardiac and Respiratory Monitoring from a Single Signal: A Case Study Employing the Fantasia Database. - Benjamin M. Brandwood; Ganesh R. Naik; Upul Gunawardana; Gaetano D. Gargiulo (Sensors, 2023)

Unraveling the complexities of pathological voice through saliency analysis. - Abdullah Abdul Sattar Shaikh; M. S. Bhargavi; Ganesh R. Naik (Comput. Biol. Medicine, 2023)

A Comprehensive Survey on Detection of Ocular and Non-Ocular Diseases Using Color Fundus Images. - Megha Gupta; Sneha Gupta; Gopinath Palanisamy; J. S. Nisha; Veerapu Goutham; S. Arun Kumar; K. Gavaskar; Ganesh R. Naik (IEEE Access, 2024)

Empowering Healthcare With IoMT: Evolution, Machine Learning Integration, Security, and Interoperability Challenges. - Pradyumna G. R.; Roopa B. Hegde; Bommegowda K. Basavarajappa; Tony Jan; Ganesh R. Naik (IEEE Access, 2024)

Recent Innovations in Footwear Sensors: Role of Smart Footwear in Healthcare - A Survey. - Pradyumna G. R.; Roopa B. Hegde; Bommegowda K. Basavarajappa; Anil Kumar Bhat; Ganesh R. Naik; Amit N. Pujari (CoRR, 2024)

Regular snoring is associated with uncontrolled hypertension. - Bastien Lechat; Ganesh R. Naik; Sarah Appleton; Jack Manners; Hannah Scott; Duc Phuc Nguyen; Pierre Escourrou; Robert J. Adams; Peter G. Catcheside; Danny J. Eckert (npj Digit. Medicine, 2024)

Recent Innovations in Footwear and the Role of Smart Footwear in Healthcare - A Survey. - Pradyumna G. R.; Roopa B. Hegde; Bommegowda K. Basavarajappa; Anil Kumar Bhat; Amit N. Pujari; Gaetano D. Gargiulo; Upul Gunawardana; Tony Jan; Ganesh R. Naik (Sensors, 2024)

Cyber Attack Prediction: From Traditional Machine Learning to Generative Artificial Intelligence. - Shilpa Ankalaki; Aparna Rajesh Atmakuri; M. Pallavi; Geetabai S. Hukkeri; Tony Jan; Ganesh R. Naik (IEEE Access, 2025)

Deep TPS-PSO: Hybrid Deep Feature Extraction and Global Optimization for Precise 3D MRI Registration. - Gayathri Ramasamy; Tripty Singh; Xiaohui Yuan 001; Ganesh R. Naik (IEEE Open J. Comput. Soc., 2025)

Magneto-radiative modelling and artificial neural network optimization of biofluid flow in a stenosed arterial domain. - S. P. Shivakumar; Gunisetty Ramasekhar; P. Nimmy; Sujesh Areekara; L. Thanuja; T. V. Smitha; S. Devanathan; Ganesh R. Naik; K. V. Nagaraja (CoRR, 2025)