Convolutional Neural Network Based Approach Towards Motor Imagery Tasks EEG Signals Classification S Chaudhary, S Taran, V Bajaj, A Sengur IEEE Sensors Journal, 2019 | 254 | 2019 |
Emotion recognition from single-channel EEG signals using a two-stage correlation and instantaneous frequency-based filtering method S Taran, V Bajaj Computer Methods and Programs in Biomedicine, 2019 | 127 | 2019 |
Motor imagery tasks-based EEG signals classification using tunable-Q wavelet transform S Taran, V Bajaj Neural Computing and Applications 31 (11), 6925-6932, 2019 | 104 | 2019 |
Feature extraction method for classification of alertness and drowsiness states EEG signals V Bajaj, S Taran, SK Khare, A Sengur Applied Acoustics 163, 107224, 2020 | 100 | 2020 |
Features based on analytic IMF for classifying motor imagery EEG signals in BCI applications S Taran, V Bajaj, D Sharma, S Siuly, A Sengur Measurement 116, 68-76, 2018 | 95 | 2018 |
A flexible analytic wavelet transform based approach for motor-imagery tasks classification in BCI applications S Chaudhary, S Taran, V Bajaj, S Siuly Computer methods and programs in biomedicine 187, 105325, 2020 | 93 | 2020 |
Surface EMG signals and deep transfer learning-based physical action classification F Demir, V Bajaj, MC Ince, S Taran, A Şengür Neural Computing and Applications 31, 8455-8462, 2019 | 84 | 2019 |
Emotion classification using EEG signals based on tunable‐Q wavelet transform AH Krishna, AB Sri, KYVS Priyanka, S Taran, V Bajaj IET Science, Measurement & Technology 13 (3), 375-380, 2019 | 70 | 2019 |
Drowsiness Detection Using Adaptive Hermite Decomposition and Extreme Learning Machine for Electroencephalogram Signals S Taran, V Bajaj IEEE Sensors Journal 18 (21), 8855-8862, 2018 | 63 | 2018 |
Sleep Apnea Detection Using Artificial Bee Colony Optimize Hermite Basis Functions for EEG Signals S Taran, V Bajaj IEEE Transactions on Instrumentation and Measurement, 2019 | 57 | 2019 |
Emotion classification using flexible analytic wavelet transform for electroencephalogram signals V Bajaj, S Taran, A Sengur Health information science and systems 6, 1-7, 2018 | 55 | 2018 |
Clustering variational mode decomposition for identification of focal EEG signals S Taran, V Bajaj IEEE sensors letters 2 (4), 1-4, 2018 | 55 | 2018 |
Rhythm‐based identification of alcohol EEG signals S Taran, V Bajaj IET Science, Measurement & Technology 12 (3), 343-349, 2018 | 54 | 2018 |
Automatic sleep stages classification using optimize flexible analytic wavelet transform S Taran, PC Sharma, V Bajaj Knowledge-Based Systems 192, 105367, 2020 | 49 | 2020 |
Flexible analytic wavelet transform based features for physical action identification using sEMG signals S Chada, V Bajaj, S Taran, A Sengür Innovation and Research in BioMedical engineering, 2019 | 44 | 2019 |
Environmental sound classification using optimum allocation sampling based empirical mode decomposition S Ahmad, S Agrawal, S Joshi, S Taran, V Bajaj, F Demir, A Sengur Physica A: Statistical Mechanics and its Applications 537, 122613, 2020 | 39 | 2020 |
Robust Hermite decomposition algorithm for classification of sleep apnea EEG signals S Taran, V Bajaj, D Sharma Electronics Letters 53 (17), 1182-1184, 2017 | 32 | 2017 |
An optimum allocation sampling based feature extraction scheme for distinguishing seizure and seizure-free EEG signals S Taran, V Bajaj, S Siuly Health information science and systems 5, 1-7, 2017 | 31 | 2017 |
Detection of sleep apnea events using electroencephalogram signals S Taran, V Bajaj, GR Sinha, K Polat Applied Acoustics 181, 108137, 2021 | 26 | 2021 |
An efficient approach for physical actions classification using surface EMG signals S Chada, S Taran, V Bajaj Health Information Science and Systems 8 (1), 3, 2019 | 23 | 2019 |