Taxonomy on EEG artifacts removal methods, issues, and healthcare applications V Roy, PK Shukla, AK Gupta, V Goel, PK Shukla, S Shukla Journal of Organizational and End User Computing (JOEUC) 33 (1), 19-46, 2021 | 164 | 2021 |
A Machine Learning‐Based Big EEG Data Artifact Detection and Wavelet‐Based Removal: An Empirical Approach S Stalin, V Roy, PK Shukla, A Zaguia, MM Khan, PK Shukla, A Jain Mathematical Problems in Engineering 2021 (1), 2942808, 2021 | 109 | 2021 |
An advanced EEG motion artifacts eradication algorithm PK Shukla, V Roy, PK Shukla, AK Chaturvedi, AK Saxena, M Maheshwari, ... The Computer Journal 66 (2), 429-440, 2023 | 104 | 2023 |
Machine learning enabled techniques for protecting wireless sensor networks by estimating attack prevalence and device deployment strategy for 5G networks P Kumar, A Baliyan, KR Prasad, N Sreekanth, P Jawarkar, V Roy, ... Wireless Communications and Mobile Computing 2022 (1), 5713092, 2022 | 74 | 2022 |
Gaussian Elimination-Based Novel Canonical Correlation Analysis Method for EEG Motion Artifact Removal P vandana roy, shailja shukla, P. shukla Journal of Healthcare Engineering 2017 (Article ID 9674712), 1-11, 2017 | 69* | 2017 |
Image denoising by data adaptive and non-data adaptive transform domain denoising method using EEG signal V Roy, S Shukla Proceedings of All India Seminar on Biomedical Engineering 2012 (AISOBE 2012 …, 2013 | 61 | 2013 |
Effective EEG Motion Artifacts Elimination Based on Comparative Interpolation Analysis shailja shukla vandana roy Wireless Personal Communication 80 (3), 2017 | 51* | 2017 |
Wavelet based empirical approach to mitigate the effect of motion artifacts from EEG signal S Shukla, V Roy, A Prakash 2020 IEEE 9th International Conference on Communication Systems and Network …, 2020 | 40 | 2020 |
Designing efficient blind source separation methods for EEG motion artifact removal based on statistical evaluation V Roy, S Shukla Wireless Personal Communications 108, 1311-1327, 2019 | 38 | 2019 |
Detection of sleep apnea through heart rate signal using Convolutional Neural Network. SK VISHWAKARMA, SS VERMA, R NAIR, V ROY, A AGRAWAL International Journal of Pharmaceutical Research (09752366) 12 (4), 2020 | 35 | 2020 |
Mth order FIR filtering for EEG denoising using adaptive recursive least squares algorithm V Roy, S Shukla 2015 International Conference on Computational Intelligence and …, 2015 | 25 | 2015 |
A NLMS based approach for artifacts removal in multichannel EEG signals with ICA and double density wavelet transform V Roy, S Shukla 2015 Fifth International Conference on Communication Systems and Network …, 2015 | 20 | 2015 |
Spatial and Transform Domain Filtering Method for Image De-noising: A Review dr. shailja shukla vandana roy International Journal of Modern Education and Computer Science 7, 41-49, 2013 | 19* | 2013 |
A Survey on Artifacts Detection Techniques for Electro-Encephalography (EEG) Signals D vandana roy IJMUE 10 (3), 2015 | 14* | 2015 |
Automatic removal of artifacts from EEG signal based on spatially constrained ICA using daubechies wavelet V Roy, S Shukla International Journal of Modern Education and Computer Science (IJMECS) 6 (7 …, 2014 | 14 | 2014 |
MaReSPS for energy efficient spectral precoding technique in large scale MIMO-OFDM AA Khan, KK Almuzaini, VDJ Macedo, S Ojo, VK Minchula, V Roy Physical Communication 58, 102057, 2023 | 12 | 2023 |
An Effective Cascaded Approach for EEG Artifacts Elimination. SK VISHWAKARMA, PC SHARMA, R RAJA, V ROY, S TOMAR International Journal of Pharmaceutical Research (09752366) 12 (4), 2020 | 11 | 2020 |
A methodical healthcare model to eliminate motion artifacts from big EEG data V Roy, S Shukla Journal of Organizational and End User Computing (JOEUC) 29 (4), 84-102, 2017 | 9 | 2017 |
De-noising of Gaussian noise using discrete wavelet transform A Soni, V Roy International Journal of Engineering Trends and Technology 8 (6), 309-312, 2014 | 8 | 2014 |
An automatic detection of sleep using different statistical parameters of single channel EEG signals A Prakash, V Roy Int J Signal Process Image Process Pattern Recognit 9 (11), 335-44, 2016 | 7 | 2016 |