A Local Model Networks Based Multivariable Long-Range Predictive Control Strategy for Thermal Power Plants. - Girijesh Prasad; E. Swidenbank; B. W. Hogg (Autom., 1998)

A complete formulation of non-linear model-based stable predictive control strategy. - Girijesh Prasad; George W. Irwin; E. Swidenbank; B. W. Hogg (ECC, 2001)

A Hybrid System with Multivariate Data Validation and Case Base Reasoning for an Efficient and Realistic Product Formulation. - Sina Rezvani; Girijesh Prasad (ICCBR, 2003)

An Extended Multivariate Data Visualization Approach for Interactive Feature Extraction from Manufacturing Data. - Sina Rezvani; Girijesh Prasad; J. Muir; K. McCraken (IDEAL, 2003)

Interactive Feature Extraction From Multivariate Production Data. - Sina Rezvani; Girijesh Prasad; J. Muir; K. McCraken (PRIS, 2003)

Integrated architecture for remote experimentation. - Michael J. Callaghan; Jim Harkin; Girijesh Prasad; T. Martin McGinnity; Liam P. Maguire (SMC, 2003)

A design for a self-organizing fuzzy neural network based on the genetic algorithm. - Gang Leng; Thomas Martin McGinnity; Girijesh Prasad (SMC, 2003)

An intelligent approach to generating improved product formulation for an optimal manufacturing route. - Sina Rezvani; Girijesh Prasad; Dorian Dixon; Robert McIlhagger (SMC, 2003)

A novel intelligent approach to anchorage measurement using electron microscopy. - Karol Warne; Girijesh Prasad; Nazmul H. Siddique; Liam P. Maguire (SMC, 2003)

Development of a hybrid PCA-ANFIS measurement system for monitoring product quality in the coating industry. - Karol Warne; Girijesh Prasad; Mia Nazmul Haque Siddique; Liam P. Maguire (SMC (4), 2004)

Statistical and computational intelligence techniques for inferential model development: a comparative evaluation and a novel proposition for fusion. - Karol Warne; Girijesh Prasad; Sina Rezvani; Liam P. Maguire (Eng. Appl. Artif. Intell., 2004)

An on-line algorithm for creating self-organizing fuzzy neural networks. - Gang Leng; Girijesh Prasad; T. Martin McGinnity (Neural Networks, 2004)

Comparative Investigation into Classical and Spiking Neuron Implementations on FPGAs. - Simon Johnston; Girijesh Prasad; Liam P. Maguire; T. Martin McGinnity (ICANN (1), 2005)

Evolving learning mechanism for a general computing network model. - Qingxiang Wu; T. Martin McGinnity; Girijesh Prasad; David A. Bell (SMC, 2005)

A Time-Frequency Approach to Feature Extraction for a Brain-Computer Interface with a Comparative Analysis of Performance Measures. - Damien Coyle; Girijesh Prasad; T. Martin McGinnity (EURASIP J. Adv. Signal Process., 2005)

An approach for on-line extraction of fuzzy rules using a self-organising fuzzy neural network. - Gang Leng; T. Martin McGinnity; Girijesh Prasad (Fuzzy Sets Syst., 2005)

Creating a Nonparametric Brain-Computer Interface with Neural Time-Series Prediction Preprocessing. - Damien Coyle; Thomas Martin McGinnity; Girijesh Prasad (EMBC, 2006)

Multi-knowledge Approach for Mobile Robot Identification of a Changing Environment. - Qingxiang Wu; T. Martin McGinnity; Girijesh Prasad; David A. Bell; Brendan P. Glackin (EUROS, 2006)

Improvement of Decision Accuracy Using Discretization of Continuous Attributes. - Qingxiang Wu; David A. Bell; T. Martin McGinnity; Girijesh Prasad; Guilin Qi; Xi Huang (FSKD, 2006)

Enhancing Autonomy and Computational Efficiency of the Self-Organizing Fuzzy Neural Network for a Brain Computer Interface. - Damien Coyle; Girijesh Prasad; Thomas Martin McGinnity (FUZZ-IEEE, 2006)

A Novel Discretizer for Knowledge Discovery Approaches Based on Rough Sets. - Qingxiang Wu; Jianyong Cai; Girijesh Prasad; T. Martin McGinnity; David A. Bell; Jiwen Guan (RSKT, 2006)

Erratum to "An on-line algorithm for creating self-organizing fuzzy neural networks" [Neural Networks 17(10)(2004)1477-1493]. - Gang Leng; Girijesh Prasad; T. Martin McGinnity (Neural Networks, 2006)

Design for Self-Organizing Fuzzy Neural Networks Based on Genetic Algorithms. - Gang Leng; T. Martin McGinnity; Girijesh Prasad (IEEE Trans. Fuzzy Syst., 2006)

A Self-Organizing Computing Network for Decision-Making in Data Sets with a Diversity of Data Types. - Qingxiang Wu; T. Martin McGinnity; David A. Bell; Girijesh Prasad (IEEE Trans. Knowl. Data Eng., 2006)

Support Vector-Enhanced Design of a T2FL Approach to Motor Imagery-Related EEG Pattern Recognition. - Pawel Andrzej Herman; Girijesh Prasad; T. Martin McGinnity (FUZZ-IEEE, 2007)

A framework for autonomic software. - Bridget Meehan; Girijesh Prasad; T. Martin McGinnity (SMC, 2007)

A Distribution-Index-Based Discretizer for Decision-Making with Symbolic AI Approaches. - Qingxiang Wu; David A. Bell; Girijesh Prasad; T. Martin McGinnity (IEEE Trans. Knowl. Data Eng., 2007)

Body Language Based Individual Identification in Video Using Gait and Actions. - Yogarajah Pratheepan; Philip H. S. Torr; Joan V. Condell; Girijesh Prasad (ICISP, 2008)

A multi-class brain-computer interface with SOFNN-based prediction preprocessing. - Damien Coyle; T. Martin McGinnity; Girijesh Prasad (IJCNN, 2008)

Designing a robust type-2 fuzzy logic classifier for non-stationary systems with application in brain-computer interfacing. - Pawel Andrzej Herman; Girijesh Prasad; Thomas Martin McGinnity (SMC, 2008)

Style of action based individual recognition in video sequences. - Yogarajah Pratheepan; Girijesh Prasad; Joan V. Condell (SMC, 2008)

An Application Directed Adaptive Framework for Autonomic Software. - Bridget Meehan; Girijesh Prasad; T. Martin McGinnity (J. Softw., 2008)

Individual Identification Using Gait Sequences under Different Covariate Factors. - Yogarajah Pratheepan; Joan V. Condell; Girijesh Prasad (ICVS, 2009)

The Use of Dynamic and Static Characteristics of Gait for Individual Identification. - Yogarajah Pratheepan; Joan V. Condell; Girijesh Prasad (IMVIP, 2009)

Adaptive Critic based Redundancy Resolution scheme for Robot Manipulators. - Laxmidhar Behera; P. Prem Kumar; Girijesh Prasad (SMC, 2009)

A T-S Fuzzy based Adaptive Critic for Continuous-time Input Affine Nonlinear Systems. - Laxmidhar Behera; P. Prem Kumar; Nazmul H. Siddique; Girijesh Prasad (SMC, 2009)

Spatio-Spectral & Temporal Parameter Searching using Class Correlation Analysis and Particle Swarm Optimization for a Brain Computer Interface. - Abdul Rehman Satti; Damien Coyle; Girijesh Prasad (SMC, 2009)

Faster Self-Organizing Fuzzy Neural Network Training and a Hyperparameter Analysis for a Brain-Computer Interface. - Damien Coyle; Girijesh Prasad; T. Martin McGinnity (IEEE Trans. Syst. Man Cybern. Part B, 2009)

Knowledge Discovery in Databases with Diversity of Data Types. - Qingxiang Wu; T. Martin McGinnity; Girijesh Prasad; David A. Bell (Encyclopedia of Data Warehousing and Mining, 2009)

A bispectrum approach to feature extraction for a motor imagery based brain-computer interfacing system. - Shahjahan Shahid; Rakesh Kumar Sinha; Girijesh Prasad (EUSIPCO, 2010)

A Covariate Shift Minimisation Method to Alleviate Non-stationarity Effects for an Adaptive Brain-Computer Interface. - Abdul Rehman Satti; Cuntai Guan; Damien Coyle; Girijesh Prasad (ICPR, 2010)

On utilizing self-organizing fuzzy neural networks for financial forecasts in the NN5 forecasting competition. - Damien Coyle; Girijesh Prasad; T. Martin McGinnity (IJCNN, 2010)

Improving the separability of multiple EEG features for a BCI by neural-time-series-prediction-preprocessing. - Damien Coyle; T. Martin McGinnity; Girijesh Prasad (Biomed. Signal Process. Control., 2010)

An FPGA Hardware/Software Co-Design towards Evolvable Spiking Neural Networks for Robotics Application. - Simon Johnston; Girijesh Prasad; Liam P. Maguire; T. Martin McGinnity (Int. J. Neural Syst., 2010)

Self-paced brain-controlled wheelchair methodology with shared and automated assistive control. - Abdul Rehman Satti; Damien Coyle; Girijesh Prasad (CCMB, 2011)

A self-organising fuzzy neural network with locally recurrent self-adaptive synapses. - Damien Coyle; Girijesh Prasad; T. Martin McGinnity (EAIS, 2011)

A mathematical model to explore the interdependence between the serotonin and orexin/hypocretin systems. - Alok Joshi; KongFatt Wong-Lin; T. Martin McGinnity; Girijesh Prasad (EMBC, 2011)

EEG denoising with a recurrent quantum neural network for a brain-computer interface. - Vaibhav Gandhi; Vipul Arora 001; Laxmidhar Behera; Girijesh Prasad; Damien Coyle; T. Martin McGinnity (IJCNN, 2011)

A spiking neuronal network model of the dorsal raphe nucleus. - KongFatt Wong-Lin; Girijesh Prasad; T. Martin McGinnity (IJCNN, 2011)

PRWGEI: Poisson random walk based gait recognition. - Yogarajah Pratheepan; Joan V. Condell; Girijesh Prasad (ISPA, 2011)

Analysis of Most Important Parts for Silhouette-Based Gait Recognition. - Yogarajah Pratheepan; Joan V. Condell; Girijesh Prasad (IMVIP, 2011)

Learning to modulate sensorimotor rhythms with stereo auditory feedback for a brain-computer interface. - Karl A. McCreadie; Damien H. Coyle; Girijesh Prasad (EMBC, 2012)

Inter-brain Mutual Information in Social Interaction Tasks. - Muhammad Naeem; T. Martin McGinnity; David R. Watson; KongFatt Wong-Lin; Girijesh Prasad; J. A. Scott Kelso (PRNI, 2012)

Electrophysiological signatures of intentional social coordination in the 10-12 Hz range. - Muhammad Naeem; Girijesh Prasad; David R. Watson; J. A. Scott Kelso (NeuroImage, 2012)

Network properties of a computational model of the dorsal raphe nucleus. - KongFatt Wong-Lin; Alok Joshi; Girijesh Prasad; T. Martin McGinnity (Neural Networks, 2012)

A Single Network Adaptive Critic-Based Redundancy Resolution Scheme for Robot Manipulators. - Prem Kumar Patchaikani; Laxmidhar Behera; Girijesh Prasad (IEEE Trans. Ind. Electron., 2012)

EWMA Based Two-Stage Dataset Shift-Detection in Non-stationary Environments. - Haider Raza; Girijesh Prasad; Yuhua Li 001 (AIAI, 2013)

Dataset Shift Detection in Non-stationary Environments Using EWMA Charts. - Haider Raza; Girijesh Prasad; Yuhua Li 001 (SMC, 2013)

Sensorimotor learning with stereo auditory feedback for a brain-computer interface. - Karl A. McCreadie; Damien Coyle; Girijesh Prasad (Medical Biol. Eng. Comput., 2013)

Exploring gaze-motor imagery hybrid brain-computer interface design. - Darren O'Doherty; Yogesh Kumar Meena; Haider Raza; Hubert Cecotti; Girijesh Prasad (BIBM, 2014)

Covariate shift-adaptation using a transductive learning model for handling non-stationarity in EEG based brain-computer interfaces. - Haider Raza; Girijesh Prasad; Yuhua Li 001; Hubert Cecotti (BIBM, 2014)

Directed neural connectivity changes in robot-assisted gait training: A partial Granger causality analysis. - Vahab Youssofzadeh; Damiano Zanotto; Paul Stegall; Muhammad Naeem; KongFatt Wong-Lin; Sunil K. Agrawal; Girijesh Prasad (EMBC, 2014)

Adaptive learning with covariate shift-detection for non-stationary environments. - Haider Raza; Girijesh Prasad; Yuhua Li 001 (UKCI, 2014)

Quantum Neural Network-Based EEG Filtering for a Brain-Computer Interface. - Vaibhav Gandhi; Girijesh Prasad; Damien Coyle; Laxmidhar Behera; Thomas Martin McGinnity (IEEE Trans. Neural Networks Learn. Syst., 2014)

EEG-Based Mobile Robot Control Through an Adaptive Brain-Robot Interface. - Vaibhav Gandhi; Girijesh Prasad; Damien Coyle; Laxmidhar Behera; Thomas Martin McGinnity (IEEE Trans. Syst. Man Cybern. Syst., 2014)

A study on cortico-muscular coupling in finger motions for exoskeleton assisted neuro-rehabilitation. - Anirban Chowdhury; Haider Raza; Ashish Dutta; Shyam Sunder Nishad; Anupam Saxena; Girijesh Prasad (EMBC, 2015)

Towards increasing the number of commands in a hybrid brain-computer interface with combination of gaze and motor imagery. - Yogesh Kumar Meena; Hubert Cecotti; KongFatt Wong-Lin; Girijesh Prasad (EMBC, 2015)

Single-trial detection of realistic images with magnetoencephalography. - Hubert Cecotti; Girijesh Prasad (IJCNN, 2015)

An empirical mode decomposition based filtering method for classification of motor-imagery EEG signals for enhancing brain-computer interface. - Pramod Gaur; Ram Bilas Pachori; Hui Wang 001; Girijesh Prasad (IJCNN, 2015)

Learning with covariate shift-detection and adaptation in non-stationary environments: Application to brain-computer interface. - Haider Raza; Hubert Cecotti; Yuhua Li 001; Girijesh Prasad (IJCNN, 2015)

Optimising frequency band selection with forward-addition and backward-elimination algorithms in EEG-based brain-computer interfaces. - Haider Raza; Hubert Cecotti; Girijesh Prasad (IJCNN, 2015)

Evaluating Quantum Neural Network filtered motor imagery brain-computer interface using multiple classification techniques. - Vaibhav Gandhi; Girijesh Prasad; Damien Coyle; Laxmidhar Behera; Thomas Martin McGinnity (Neurocomputing, 2015)

Designing a Compact Wireless Network based Device-free Passive Localisation System for Indoor Environments. - Philip Vance; Girijesh Prasad; Jim Harkin; Kevin Curran (Int. J. Wirel. Networks Broadband Technol., 2015)

Enhancing gait based person identification using joint sparsity model and ℓ1-norm minimization. - Yogarajah Pratheepan; Priyanka Chaurasia; Joan Condell; Girijesh Prasad (Inf. Sci., 2015)

On self-feedback connectivity in neural mass models applied to event-related potentials. - Vahab Youssofzadeh; Girijesh Prasad; KongFatt Wong-Lin (NeuroImage, 2015)

EWMA model based shift-detection methods for detecting covariate shifts in non-stationary environments. - Haider Raza; Girijesh Prasad; Yuhua Li 001 (Pattern Recognit., 2015)

Estimation of Effective Fronto-Parietal connectivity during Motor Imagery using partial granger causality analysis. - Dheeraj Rathee; Hubert Cecotti; Girijesh Prasad (IJCNN, 2016)

A combination of transductive and inductive learning for handling non-stationarities in motor imagery classification. - Haider Raza; Hubert Cecotti; Girijesh Prasad (IJCNN, 2016)

EMOHEX: An eye tracker based mobility and hand exoskeleton device for assisting disabled people. - Yogesh Kumar Meena; Anirban Chowdhury; Hubert Cecotti; KongFatt Wong-Lin; Shyam Sunder Nishad; Ashish Dutta; Girijesh Prasad (SMC, 2016)

A novel multimodal gaze-controlled Hindi virtual keyboard for disabled users. - Yogesh Kumar Meena; Hubert Cecotti; KongFatt Wong-Lin; Girijesh Prasad (SMC, 2016)

Temporal Information of Directed Causal Connectivity in Multi-Trial ERP Data using Partial Granger Causality. - Vahab Youssofzadeh; Girijesh Prasad; Muhammad Naeem; KongFatt Wong-Lin (Neuroinformatics, 2016)

Adaptive learning with covariate shift-detection for motor imagery-based brain-computer interface. - Haider Raza; Hubert Cecotti; Yuhua Li 001; Girijesh Prasad (Soft Comput., 2016)

EEG-EMG based Hybrid Brain Computer Interface for Triggering Hand Exoskeleton for Neuro-Rehabilitation. - Anirban Chowdhury; Haider Raza; Ashish Dutta; Girijesh Prasad (AIR, 2017)

Single-trial detection of event-related fields in MEG from the presentation of happy faces: Results of the Biomag 2016 data challenge. - Hubert Cecotti; Alexandre Barachant; Jean-Rémi King; Jose Miguel Sanchez Bornot; Girijesh Prasad (EMBC, 2017)

A multimodal interface to resolve the Midas-Touch problem in gaze controlled wheelchair. - Yogesh Kumar Meena; Hubert Cecotti; KongFatt Wong-Lin; Girijesh Prasad (EMBC, 2017)

Propofol-induced sedation diminishes the strength of frontal-parietal-occipital EEG network. - Dheeraj Rathee; Hubert Cecotti; Girijesh Prasad (EMBC, 2017)

Designing an Interval Type-2 Fuzzy Logic System for Handling Uncertainty Effects in Brain-Computer Interface Classification of Motor Imagery Induced EEG Patterns. - Pawel Andrzej Herman; Girijesh Prasad; Thomas Martin McGinnity (IEEE Trans. Fuzzy Syst., 2017)

Fusion of Random Walk and Discrete Fourier Spectrum Methods for Gait Recognition. - Priyanka Chaurasia; Yogarajah Pratheepan; Joan Condell; Girijesh Prasad (IEEE Trans. Hum. Mach. Syst., 2017)

A multimodal virtual keyboard using eye-tracking and hand gesture detection. - Hubert Cecotti; Yogesh Kumar Meena; Girijesh Prasad (EMBC, 2018)

Classification of propofol-induced sedation states using brain connectivity analysis. - Dheeraj Rathee; Hubert Cecotti; Girijesh Prasad (EMBC, 2018)

A multi-class EEG-based BCI classification using multivariate empirical mode decomposition based filtering and Riemannian geometry. - Pramod Gaur; Ram Bilas Pachori; Hui Wang 001; Girijesh Prasad (Expert Syst. Appl., 2018)

Online Covariate Shift Detection-Based Adaptive Brain-Computer Interface to Trigger Hand Exoskeleton Feedback for Neuro-Rehabilitation. - Anirban Chowdhury; Haider Raza; Yogesh Kumar Meena; Ashish Dutta; Girijesh Prasad (IEEE Trans. Cogn. Dev. Syst., 2018)

Active Physical Practice Followed by Mental Practice Using BCI-Driven Hand Exoskeleton: A Pilot Trial for Clinical Effectiveness and Usability. - Anirban Chowdhury; Yogesh Kumar Meena; Haider Raza; Braj Bhushan; Ashwani Kumar Uttam; Nirmal Pandey; Adnan Ariz Hashmi; Alok Bajpai; Ashish Dutta; Girijesh Prasad (IEEE J. Biomed. Health Informatics, 2018)

A multiscript gaze-based assistive virtual keyboard. - Hubert Cecotti; Yogesh Kumar Meena; Braj Bhushan; Ashish Dutta; Girijesh Prasad (EMBC, 2019)

Channel Selection Improves MEG-based Brain-Computer Interface. - Sujit Roy; Dheeraj Rathee; Karl A. McCreadie; Girijesh Prasad (NER, 2019)

Can Corticomuscular Coupling be Useful in Designing Hybrid-Brain Robot Interfaces Towards Hand Functional Recovery? - Anirban Chowdhury; Girijesh Prasad (SMC, 2019)

Can a Single Model Deep Learning Approach Enhance Classification Accuracy of an EEG-based Brain-Computer Interface? - Sujit Roy; Karl A. McCreadie; Girijesh Prasad (SMC, 2019)

Estimation and quantification of vigilance using ERPs and eye blink rate with a fuzzy model-based approach. - Shabnam Samima; Monalisa Sarma; Debasis Samanta; Girijesh Prasad (Cogn. Technol. Work., 2019)

A practical computerized decision support system for predicting the severity of Alzheimer's disease of an individual. - Magda Bucholc; Xuemei Ding; Haiying Wang 001; David H. Glass; Hui Wang 001; Girijesh Prasad; Liam P. Maguire; Anthony J. Bjourson; Paula L. McClean; Stephen Todd; David P. Finn; KongFatt Wong-Lin (Expert Syst. Appl., 2019)

Tangent Space Features-Based Transfer Learning Classification Model for Two-Class Motor Imagery Brain-Computer Interface. - Pramod Gaur; Karl A. McCreadie; Ram Bilas Pachori; Hui Wang 001; Girijesh Prasad (Int. J. Neural Syst., 2019)

Covariate shift estimation based adaptive ensemble learning for handling non-stationarity in motor imagery related EEG-based brain-computer interface. - Haider Raza; Dheeraj Rathee; Shang-Ming Zhou; Hubert Cecotti; Girijesh Prasad (Neurocomputing, 2019)

Design and evaluation of a time adaptive multimodal virtual keyboard. - Yogesh Kumar Meena; Hubert Cecotti; KongFatt Wong-Lin; Girijesh Prasad (J. Multimodal User Interfaces, 2019)

M/EEG-Based Bio-Markers to Predict the MCI and Alzheimer's Disease: A Review From the ML Perspective. - Su Yang 002; Jose Miguel Sanchez Bornot; KongFatt Wong-Lin; Girijesh Prasad (IEEE Trans. Biomed. Eng., 2019)

Hand-Exoskeleton Assisted Progressive Neurorehabilitation Using Impedance Adaptation Based Challenge Level Adjustment Method. - Anirban Chowdhury; Shyam Sunder Nishad; Yogesh Kumar Meena; Ashish Dutta; Girijesh Prasad (IEEE Trans. Haptics, 2019)

MIEEG-GAN: Generating Artificial Motor Imagery Electroencephalography Signals. - Sujit Roy; Shirin Dora; Karl A. McCreadie; Girijesh Prasad (IJCNN, 2020)

Corticomuscular Co-Activation Based Hybrid Brain-Computer Interface for Motor Recovery Monitoring. - Anirban Chowdhury; Ashish Dutta; Girijesh Prasad (IEEE Access, 2020)

Predicting feature imputability in the absence of ground truth. - Niamh McCombe; Xuemei Ding; Girijesh Prasad; David P. Finn; Stephen Todd; Paula L. McClean; KongFatt Wong-Lin (CoRR, 2020)

Data analysis methods for neuroimaging data pre-processing to decode cognitive tasks using logistic regression for BCI applications. - Francis Mason; Sujit Roy; Girijesh Prasad (SMC, 2021)

Integrated space-frequency-time domain feature extraction for MEG-based Alzheimer's disease classification. - Su Yang 002; Jose Miguel Sanchez Bornot; Ricardo Bruña Fernandez; Farzin Deravi; KongFatt Wong-Lin; Girijesh Prasad (Brain Informatics, 2021)

An automatic subject specific channel selection method for enhancing motor imagery classification in EEG-BCI using correlation. - Pramod Gaur; Karl A. McCreadie; Ram Bilas Pachori; Hui Wang 001; Girijesh Prasad (Biomed. Signal Process. Control., 2021)

Detection of Mild Cognitive Impairment with MEG Functional Connectivity Using Wavelet-Based Neuromarkers. - Su Yang 002; Jose Miguel Sanchez Bornot; Ricardo Bruña Fernandez; Farzin Deravi; Sanaul Hoque; KongFatt Wong-Lin; Girijesh Prasad (Sensors, 2021)

Multiple Cost Optimisation for Alzheimer's Disease Diagnosis. - Niamh McCombe; Xuemei Ding; Girijesh Prasad; David P. Finn; Stephen Todd; Paula L. McClean; KongFatt Wong-Lin; Neuroimaging Initiative (EMBC, 2022)

A Comprehensive Study on Machine Learning Methods to Increase the Prediction Accuracy of Classifiers and Reduce the Number of Medical Tests Required to Diagnose Alzheimer'S Disease. - Md. Sharifur Rahman; Girijesh Prasad (CoRR, 2022)

Regional optimum frequency analysis of resting-state fMRI data for early detection of Alzheimer's disease biomarkers. - Gaurav Garg; Girijesh Prasad; Lalit Garg; Makoto Miyakoshi; Toshiharu Nakai; Damien Coyle (Multim. Tools Appl., 2022)

Practical Strategies for Extreme Missing Data Imputation in Dementia Diagnosis. - Niamh McCombe; Shuo Liu; Xuemei Ding; Girijesh Prasad; Magda Bucholc; David P. Finn; Stephen Todd; Paula L. McClean; KongFatt Wong-Lin (IEEE J. Biomed. Health Informatics, 2022)

An Automated Detection of Amyotrophic Lateral Sclerosis from Resting-State MEG Data Using 3D Deep Convolutional Neural Network. - Kaniska Samanta; Sujit Roy; Véronique Marchand-Pauvert; Shirin Dora; Stéphanie Duguez; Muskaan Singh; Girijesh Prasad; Saugat Bhattacharyya (SMC, 2023)

Detection of Dyslexic Children Using Machine Learning and Multimodal Hindi Language Eye-Gaze-Assisted Learning System. - Yogesh Kumar Meena; Hubert Cecotti; Braj Bhushan; Ashish Dutta; Girijesh Prasad (IEEE Trans. Hum. Mach. Syst., 2023)

Correction to: Regional optimum frequency analysis of resting-state fMRI data for early detection of Alzheimer's disease biomarkers. - Gaurav Garg; Girijesh Prasad; Lalit Garg; Makoto Miyakoshi; Toshiharu Nakai; Damien Coyle (Multim. Tools Appl., 2023)

Performance Analysis of Quantum-Enhanced Kernel Classifiers Based on Feature Maps: A Case Study on EEG-BCI Data. - Ravi Kumar Jha; Nikola Kasabov; Damien Coyle; Saugat Bhattacharyya; Girijesh Prasad (ICONIP (2), 2024)