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Girijesh Prasad
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2020 – today
- 2023
- [j46]Gaurav Garg
, Girijesh Prasad, Lalit Garg, Makoto Miyakoshi
Correction to: Regional optimum frequency analysis of resting-state fMRI data for early detection of Alzheimer's disease biomarkers. Multim. Tools Appl. 82(6): 9551-9552 (2023) - [j45]Yogesh Kumar Meena
Detection of Dyslexic Children Using Machine Learning and Multimodal Hindi Language Eye-Gaze-Assisted Learning System. IEEE Trans. Hum. Mach. Syst. 53(1): 122-131 (2023) - [c69]Kaniska Samanta, Sujit Roy, Véronique Marchand-Pauvert, Shirin Dora, Stéphanie Duguez, Muskaan Singh, Girijesh Prasad, Saugat Bhattacharyya:
An Automated Detection of Amyotrophic Lateral Sclerosis from Resting-State MEG Data Using 3D Deep Convolutional Neural Network. SMC 2023: 3337-3342 - 2022
- [j44]Gaurav Garg
Regional optimum frequency analysis of resting-state fMRI data for early detection of Alzheimer's disease biomarkers. Multim. Tools Appl. 81(29): 41953-41977 (2022) - [j43]Niamh McCombe
Practical Strategies for Extreme Missing Data Imputation in Dementia Diagnosis. IEEE J. Biomed. Health Informatics 26(2): 818-827 (2022) - [c68]Niamh McCombe, Xuemei Ding, Girijesh Prasad
Multiple Cost Optimisation for Alzheimer's Disease Diagnosis. EMBC 2022: 1098-1104 - [i3]Md. Sharifur Rahman
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. CoRR abs/2212.00414 (2022) - 2021
- [j42]Su Yang
Integrated space-frequency-time domain feature extraction for MEG-based Alzheimer's disease classification. Brain Informatics 8(1): 24 (2021) - [j41]Pramod Gaur, Karl A. McCreadie, Ram Bilas Pachori
An automatic subject specific channel selection method for enhancing motor imagery classification in EEG-BCI using correlation. Biomed. Signal Process. Control. 68: 102574 (2021) - [j40]Su Yang, Jose Miguel Sanchez Bornot
Detection of Mild Cognitive Impairment with MEG Functional Connectivity Using Wavelet-Based Neuromarkers. Sensors 21(18): 6210 (2021) - [c67]Francis Mason, Sujit Roy, Girijesh Prasad:
Data analysis methods for neuroimaging data pre-processing to decode cognitive tasks using logistic regression for BCI applications. SMC 2021: 715-720 - 2020
- [j39]Anirban Chowdhury
Corticomuscular Co-Activation Based Hybrid Brain-Computer Interface for Motor Recovery Monitoring. IEEE Access 8: 174542-174557 (2020) - [c66]Sujit Roy
MIEEG-GAN: Generating Artificial Motor Imagery Electroencephalography Signals. IJCNN 2020: 1-8 - [i2]Niamh McCombe, Xuemei Ding, Girijesh Prasad, David P. Finn, Stephen Todd, Paula L. McClean, KongFatt Wong-Lin
Predicting feature imputability in the absence of ground truth. CoRR abs/2007.07052 (2020)
2010 – 2019
- 2019
- [j38]Shabnam Samima
Estimation and quantification of vigilance using ERPs and eye blink rate with a fuzzy model-based approach. Cogn. Technol. Work. 21(3): 517-533 (2019) - [j37]Magda Bucholc
A practical computerized decision support system for predicting the severity of Alzheimer's disease of an individual. Expert Syst. Appl. 130: 157-171 (2019) - [j36]Pramod Gaur, Karl A. McCreadie, Ram Bilas Pachori
Tangent Space Features-Based Transfer Learning Classification Model for Two-Class Motor Imagery Brain-Computer Interface. Int. J. Neural Syst. 29(10): 1950025:1-1950025:17 (2019) - [j35]Haider Raza
Covariate shift estimation based adaptive ensemble learning for handling non-stationarity in motor imagery related EEG-based brain-computer interface. Neurocomputing 343: 154-166 (2019) - [j34]Yogesh Kumar Meena
Design and evaluation of a time adaptive multimodal virtual keyboard. J. Multimodal User Interfaces 13(4): 343-361 (2019) - [j33]Su Yang
M/EEG-Based Bio-Markers to Predict the MCI and Alzheimer's Disease: A Review From the ML Perspective. IEEE Trans. Biomed. Eng. 66(10): 2924-2935 (2019) - [j32]Anirban Chowdhury
Hand-Exoskeleton Assisted Progressive Neurorehabilitation Using Impedance Adaptation Based Challenge Level Adjustment Method. IEEE Trans. Haptics 12(2): 128-140 (2019) - [c65]Hubert Cecotti, Yogesh Kumar Meena, Braj Bhushan
A multiscript gaze-based assistive virtual keyboard. EMBC 2019: 1306-1309 - [c64]Sujit Roy
Channel Selection Improves MEG-based Brain-Computer Interface. NER 2019: 295-298 - [c63]Sujit Roy
Can a Single Model Deep Learning Approach Enhance Classification Accuracy of an EEG-based Brain-Computer Interface? SMC 2019: 1317-1321 - [c62]Anirban Chowdhury, Girijesh Prasad:
Can Corticomuscular Coupling be Useful in Designing Hybrid-Brain Robot Interfaces Towards Hand Functional Recovery? SMC 2019: 3619-3624 - 2018
- [j31]Pramod Gaur, Ram Bilas Pachori
A multi-class EEG-based BCI classification using multivariate empirical mode decomposition based filtering and Riemannian geometry. Expert Syst. Appl. 95: 201-211 (2018) - [j30]Anirban Chowdhury
Online Covariate Shift Detection-Based Adaptive Brain-Computer Interface to Trigger Hand Exoskeleton Feedback for Neuro-Rehabilitation. IEEE Trans. Cogn. Dev. Syst. 10(4): 1070-1080 (2018) - [j29]Anirban Chowdhury
Active Physical Practice Followed by Mental Practice Using BCI-Driven Hand Exoskeleton: A Pilot Trial for Clinical Effectiveness and Usability. IEEE J. Biomed. Health Informatics 22(6): 1786-1795 (2018) - [c61]Dheeraj Rathee, Hubert Cecotti, Girijesh Prasad:
Classification of propofol-induced sedation states using brain connectivity analysis. EMBC 2018: 1-4 - [c60]Hubert Cecotti, Yogesh Kumar Meena, Girijesh Prasad:
A multimodal virtual keyboard using eye-tracking and hand gesture detection. EMBC 2018: 3330-3333 - [i1]Haider Raza, Dheeraj Rathee, Shang-Ming Zhou
Covariate Shift Estimation based Adaptive Ensemble Learning for Handling Non-Stationarity in Motor Imagery related EEG-based Brain-Computer Interface. CoRR abs/1805.01044 (2018) - 2017
- [j28]Pawel Andrzej Herman, Girijesh Prasad
Designing an Interval Type-2 Fuzzy Logic System for Handling Uncertainty Effects in Brain-Computer Interface Classification of Motor Imagery Induced EEG Patterns. IEEE Trans. Fuzzy Syst. 25(1): 29-42 (2017) - [j27]Priyanka Chaurasia
Fusion of Random Walk and Discrete Fourier Spectrum Methods for Gait Recognition. IEEE Trans. Hum. Mach. Syst. 47(6): 751-762 (2017) - [c59]Anirban Chowdhury, Haider Raza
EEG-EMG based Hybrid Brain Computer Interface for Triggering Hand Exoskeleton for Neuro-Rehabilitation. AIR 2017: 45:1-45:6 - [c58]Yogesh Kumar Meena, Hubert Cecotti, KongFatt Wong-Lin
A multimodal interface to resolve the Midas-Touch problem in gaze controlled wheelchair. EMBC 2017: 905-908 - [c57]Dheeraj Rathee, Hubert Cecotti, Girijesh Prasad:
Propofol-induced sedation diminishes the strength of frontal-parietal-occipital EEG network. EMBC 2017: 4463-4466 - [c56]Hubert Cecotti, Alexandre Barachant, Jean-Rémi King, Jose Miguel Sanchez Bornot, Girijesh Prasad:
Single-trial detection of event-related fields in MEG from the presentation of happy faces: Results of the Biomag 2016 data challenge. EMBC 2017: 4467-4470 - 2016
- [j26]Vahab Youssofzadeh
Temporal Information of Directed Causal Connectivity in Multi-Trial ERP Data using Partial Granger Causality. Neuroinformatics 14(1): 99-120 (2016) - [j25]Haider Raza
Adaptive learning with covariate shift-detection for motor imagery-based brain-computer interface. Soft Comput. 20(8): 3085-3096 (2016) - [c55]Haider Raza
A combination of transductive and inductive learning for handling non-stationarities in motor imagery classification. IJCNN 2016: 763-770 - [c54]Dheeraj Rathee, Hubert Cecotti, Girijesh Prasad:
Estimation of Effective Fronto-Parietal connectivity during Motor Imagery using partial granger causality analysis. IJCNN 2016: 2055-2062 - [c53]Yogesh Kumar Meena, Anirban Chowdhury, Hubert Cecotti, KongFatt Wong-Lin
EMOHEX: An eye tracker based mobility and hand exoskeleton device for assisting disabled people. SMC 2016: 2122-2127 - [c52]Yogesh Kumar Meena, Hubert Cecotti, KongFatt Wong-Lin
A novel multimodal gaze-controlled Hindi virtual keyboard for disabled users. SMC 2016: 3688-3693 - 2015
- [j24]Vaibhav Gandhi
Evaluating Quantum Neural Network filtered motor imagery brain-computer interface using multiple classification techniques. Neurocomputing 170: 161-167 (2015) - [j23]Philip Vance, Girijesh Prasad
Designing a Compact Wireless Network based Device-free Passive Localisation System for Indoor Environments. Int. J. Wirel. Networks Broadband Technol. 4(2): 28-43 (2015) - [j22]Yogarajah Pratheepan
Enhancing gait based person identification using joint sparsity model and ℓ1-norm minimization. Inf. Sci. 308: 3-22 (2015) - [j21]Vahab Youssofzadeh
On self-feedback connectivity in neural mass models applied to event-related potentials. NeuroImage 108: 364-376 (2015) - [j20]Haider Raza
EWMA model based shift-detection methods for detecting covariate shifts in non-stationary environments. Pattern Recognit. 48(3): 659-669 (2015) - [c51]Yogesh Kumar Meena, Hubert Cecotti, KongFatt Wong-Lin
Towards increasing the number of commands in a hybrid brain-computer interface with combination of gaze and motor imagery. EMBC 2015: 506-509 - [c50]Anirban Chowdhury, Haider Raza
A study on cortico-muscular coupling in finger motions for exoskeleton assisted neuro-rehabilitation. EMBC 2015: 4610-4614 - [c49]Hubert Cecotti, Girijesh Prasad:
Single-trial detection of realistic images with magnetoencephalography. IJCNN 2015: 1-6 - [c48]Pramod Gaur, Ram Bilas Pachori
An empirical mode decomposition based filtering method for classification of motor-imagery EEG signals for enhancing brain-computer interface. IJCNN 2015: 1-7 - [c47]Haider Raza
Learning with covariate shift-detection and adaptation in non-stationary environments: Application to brain-computer interface. IJCNN 2015: 1-8 - [c46]Haider Raza
Optimising frequency band selection with forward-addition and backward-elimination algorithms in EEG-based brain-computer interfaces. IJCNN 2015: 1-7 - 2014
- [j19]Vaibhav Gandhi, Girijesh Prasad
Quantum Neural Network-Based EEG Filtering for a Brain-Computer Interface. IEEE Trans. Neural Networks Learn. Syst. 25(2): 278-288 (2014) - [j18]Vaibhav Gandhi, Girijesh Prasad
EEG-Based Mobile Robot Control Through an Adaptive Brain-Robot Interface. IEEE Trans. Syst. Man Cybern. Syst. 44(9): 1278-1285 (2014) - [c45]Haider Raza
Covariate shift-adaptation using a transductive learning model for handling non-stationarity in EEG based brain-computer interfaces. BIBM 2014: 230-236 - [c44]Darren O'Doherty, Yogesh Kumar Meena, Haider Raza
Exploring gaze-motor imagery hybrid brain-computer interface design. BIBM 2014: 335-339 - [c43]Vahab Youssofzadeh
Directed neural connectivity changes in robot-assisted gait training: A partial Granger causality analysis. EMBC 2014: 6361-6364 - [c42]Haider Raza
Adaptive learning with covariate shift-detection for non-stationary environments. UKCI 2014: 1-8 - 2013
- [j17]Karl A. McCreadie
Sensorimotor learning with stereo auditory feedback for a brain-computer interface. Medical Biol. Eng. Comput. 51(3): 285-293 (2013) - [c41]Haider Raza
EWMA Based Two-Stage Dataset Shift-Detection in Non-stationary Environments. AIAI 2013: 625-635 - [c40]Haider Raza
Dataset Shift Detection in Non-stationary Environments Using EWMA Charts. SMC 2013: 3151-3156 - 2012
- [j16]Muhammad Naeem, Girijesh Prasad
Electrophysiological signatures of intentional social coordination in the 10-12 Hz range. NeuroImage 59(2): 1795-1803 (2012) - [j15]KongFatt Wong-Lin
Network properties of a computational model of the dorsal raphe nucleus. Neural Networks 32: 15-25 (2012) - [j14]Prem Kumar Patchaikani, Laxmidhar Behera
A Single Network Adaptive Critic-Based Redundancy Resolution Scheme for Robot Manipulators. IEEE Trans. Ind. Electron. 59(8): 3241-3253 (2012) - [c39]Karl A. McCreadie
Learning to modulate sensorimotor rhythms with stereo auditory feedback for a brain-computer interface. EMBC 2012: 6711-6714 - [c38]Muhammad Naeem, T. Martin McGinnity
Inter-brain Mutual Information in Social Interaction Tasks. PRNI 2012: 25-28 - 2011
- [c37]Abdul Rehman Satti, Damien Coyle
Self-paced brain-controlled wheelchair methodology with shared and automated assistive control. CCMB 2011: 120-127 - [c36]Damien Coyle
A self-organising fuzzy neural network with locally recurrent self-adaptive synapses. EAIS 2011: 1-8 - [c35]Alok Joshi, KongFatt Wong-Lin
A mathematical model to explore the interdependence between the serotonin and orexin/hypocretin systems. EMBC 2011: 7270-7273 - [c34]Vaibhav Gandhi, Vipul Arora
EEG denoising with a recurrent quantum neural network for a brain-computer interface. IJCNN 2011: 1583-1590 - [c33]KongFatt Wong-Lin
A spiking neuronal network model of the dorsal raphe nucleus. IJCNN 2011: 1591-1598 - [c32]Yogarajah Pratheepan, Joan V. Condell, Girijesh Prasad:
PRWGEI: Poisson random walk based gait recognition. ISPA 2011: 662-667 - [c31]Yogarajah Pratheepan
Analysis of Most Important Parts for Silhouette-Based Gait Recognition. IMVIP 2011: 103-104 - 2010
- [j13]Damien Coyle
Improving the separability of multiple EEG features for a BCI by neural-time-series-prediction-preprocessing. Biomed. Signal Process. Control. 5(3): 196-204 (2010) - [j12]Simon Johnston, Girijesh Prasad
An FPGA Hardware/Software Co-Design towards Evolvable Spiking Neural Networks for Robotics Application. Int. J. Neural Syst. 20(6): 447-461 (2010) - [c30]Shahjahan Shahid, Rakesh Kumar Sinha, Girijesh Prasad:
A bispectrum approach to feature extraction for a motor imagery based brain-computer interfacing system. EUSIPCO 2010: 1831-1835 - [c29]Abdul Rehman Satti, Cuntai Guan
A Covariate Shift Minimisation Method to Alleviate Non-stationarity Effects for an Adaptive Brain-Computer Interface. ICPR 2010: 105-108 - [c28]Damien Coyle
On utilizing self-organizing fuzzy neural networks for financial forecasts in the NN5 forecasting competition. IJCNN 2010: 1-8
2000 – 2009
- 2009
- [j11]Damien Coyle
Faster Self-Organizing Fuzzy Neural Network Training and a Hyperparameter Analysis for a Brain-Computer Interface. IEEE Trans. Syst. Man Cybern. Part B 39(6): 1458-1471 (2009) - [c27]Yogarajah Pratheepan
Individual Identification Using Gait Sequences under Different Covariate Factors. ICVS 2009: 84-93 - [c26]Yogarajah Pratheepan
The Use of Dynamic and Static Characteristics of Gait for Individual Identification. IMVIP 2009: 111-116 - [c25]Abdul Rehman Satti, Damien Coyle
Spatio-Spectral & Temporal Parameter Searching using Class Correlation Analysis and Particle Swarm Optimization for a Brain Computer Interface. SMC 2009: 1731-1735 - [c24]Laxmidhar Behera
Adaptive Critic based Redundancy Resolution scheme for Robot Manipulators. SMC 2009: 3181-3186 - [c23]Laxmidhar Behera
A T-S Fuzzy based Adaptive Critic for Continuous-time Input Affine Nonlinear Systems. SMC 2009: 4329-4334 - [r1]Qingxiang Wu, T. Martin McGinnity, Girijesh Prasad, David A. Bell:
Knowledge Discovery in Databases with Diversity of Data Types. Encyclopedia of Data Warehousing and Mining 2009: 1117-1123 - 2008
- [j10]Bridget Meehan, Girijesh Prasad, T. Martin McGinnity
An Application Directed Adaptive Framework for Autonomic Software. J. Softw. 3(7): 30-41 (2008) - [c22]Yogarajah Pratheepan
Body Language Based Individual Identification in Video Using Gait and Actions. ICISP 2008: 368-377 - [c21]Damien Coyle
A multi-class brain-computer interface with SOFNN-based prediction preprocessing. IJCNN 2008: 3696-3703 - [c20]Yogarajah Pratheepan
Style of action based individual recognition in video sequences. SMC 2008: 1237-1242 - [c19]Pawel Andrzej Herman, Girijesh Prasad
Designing a robust type-2 fuzzy logic classifier for non-stationary systems with application in brain-computer interfacing. SMC 2008: 1343-1349 - 2007
- [j9]Qingxiang Wu, David A. Bell, Girijesh Prasad
A Distribution-Index-Based Discretizer for Decision-Making with Symbolic AI Approaches. IEEE Trans. Knowl. Data Eng. 19(1): 17-28 (2007) - [c18]Pawel Andrzej Herman, Girijesh Prasad
Support Vector-Enhanced Design of a T2FL Approach to Motor Imagery-Related EEG Pattern Recognition. FUZZ-IEEE 2007: 1-6 - [c17]Bridget Meehan, Girijesh Prasad
A framework for autonomic software. SMC 2007: 777-782 - 2006
- [j8]Gang Leng, Girijesh Prasad, T. Martin McGinnity
Erratum to "An on-line algorithm for creating self-organizing fuzzy neural networks" [Neural Networks 17(10)(2004)1477-1493]. Neural Networks 19(6-7): 974 (2006) - [j7]Gang Leng, T. Martin McGinnity
Design for Self-Organizing Fuzzy Neural Networks Based on Genetic Algorithms. IEEE Trans. Fuzzy Syst. 14(6): 755-766 (2006) - [j6]Qingxiang Wu, T. Martin McGinnity
A Self-Organizing Computing Network for Decision-Making in Data Sets with a Diversity of Data Types. IEEE Trans. Knowl. Data Eng. 18(7): 941-953 (2006) - [c16]Damien Coyle
Creating a Nonparametric Brain-Computer Interface with Neural Time-Series Prediction Preprocessing. EMBC 2006: 2183-2186 - [c15]Qingxiang Wu, T. Martin McGinnity
Multi-knowledge Approach for Mobile Robot Identification of a Changing Environment. EUROS 2006: 171-180 - [c14]Qingxiang Wu, David A. Bell, T. Martin McGinnity, Girijesh Prasad, Guilin Qi, Xi Huang:
Improvement of Decision Accuracy Using Discretization of Continuous Attributes. FSKD 2006: 674-683 - [c13]Damien Coyle
Enhancing Autonomy and Computational Efficiency of the Self-Organizing Fuzzy Neural Network for a Brain Computer Interface. FUZZ-IEEE 2006: 2270-2277 - [c12]Qingxiang Wu, Jianyong Cai, Girijesh Prasad, T. Martin McGinnity, David A. Bell, Jiwen Guan:
A Novel Discretizer for Knowledge Discovery Approaches Based on Rough Sets. RSKT 2006: 241-246 - 2005
- [j5]Damien Coyle
A Time-Frequency Approach to Feature Extraction for a Brain-Computer Interface with a Comparative Analysis of Performance Measures. EURASIP J. Adv. Signal Process. 2005(19): 3141-3151 (2005) - [j4]Gang Leng, T. Martin McGinnity
An approach for on-line extraction of fuzzy rules using a self-organising fuzzy neural network. Fuzzy Sets Syst. 150(2): 211-243 (2005) - [c11]Simon Johnston, Girijesh Prasad, Liam P. Maguire
Comparative Investigation into Classical and Spiking Neuron Implementations on FPGAs. ICANN (1) 2005: 269-274 - [c10]Qingxiang Wu, T. Martin McGinnity, Girijesh Prasad
Evolving learning mechanism for a general computing network model. SMC 2005: 1914-1919 - 2004
- [j3]Karol Warne, Girijesh Prasad, Sina Rezvani, Liam P. Maguire
Statistical and computational intelligence techniques for inferential model development: a comparative evaluation and a novel proposition for fusion. Eng. Appl. Artif. Intell. 17(8): 871-885 (2004) - [j2]Gang Leng, Girijesh Prasad, T. Martin McGinnity
An on-line algorithm for creating self-organizing fuzzy neural networks. Neural Networks 17(10): 1477-1493 (2004) - [c9]Karol Warne, Girijesh Prasad, Mia Nazmul Haque Siddique, Liam P. Maguire
Development of a hybrid PCA-ANFIS measurement system for monitoring product quality in the coating industry. SMC (4) 2004: 3519-3524 - 2003
- [c8]Sina Rezvani, Girijesh Prasad:
A Hybrid System with Multivariate Data Validation and Case Base Reasoning for an Efficient and Realistic Product Formulation. ICCBR 2003: 465-487 - [c7]Sina Rezvani, Girijesh Prasad, J. Muir, K. McCraken:
An Extended Multivariate Data Visualization Approach for Interactive Feature Extraction from Manufacturing Data. IDEAL 2003: 835-839 - [c6]Sina Rezvani, Girijesh Prasad, J. Muir, K. McCraken:
Interactive Feature Extraction From Multivariate Production Data. PRIS 2003: 122-133 - [c5]Gang Leng, Thomas Martin McGinnity, Girijesh Prasad:
A design for a self-organizing fuzzy neural network based on the genetic algorithm. SMC 2003: 1967-1972 - [c4]Sina Rezvani, Girijesh Prasad, Dorian Dixon, Robert McIlhagger:
An intelligent approach to generating improved product formulation for an optimal manufacturing route. SMC 2003: 3002-3007 - [c3]Karol Warne, Girijesh Prasad
A novel intelligent approach to anchorage measurement using electron microscopy. SMC 2003: 3810-3815 - [c2]Michael J. Callaghan, Jim Harkin, Girijesh Prasad, T. Martin McGinnity, Liam P. Maguire:
Integrated architecture for remote experimentation. SMC 2003: 4822-4827 - 2001
- [c1]Girijesh Prasad, George W. Irwin, E. Swidenbank, B. W. Hogg:
A complete formulation of non-linear model-based stable predictive control strategy. ECC 2001: 3458-3463
1990 – 1999
- 1998
- [j1]Girijesh Prasad
A Local Model Networks Based Multivariable Long-Range Predictive Control Strategy for Thermal Power Plants. Autom. 34(10): 1185-1204 (1998)
Coauthor Index
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