Nagarajan Ganapathy

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 28

Top Topics

Emotion Recognition

Top Venues

Publications

Remya R. Nair, P. A. Karthick, Nagarajan Ganapathy, G. Venugopal
Surface electromyography based analysis of muscle fiber type variations in the lower limb muscles of sprinters using gray level transformed Morlet scalogram images and Haralick features. Biomed. Signal Process. Control. 93 (2024)
Yedukondala Rao Veeranki, Nagarajan Ganapathy, Ramakrishnan Swaminathan, Hugo F. Posada-Quintero
Comparison of Electrodermal Activity Signal Decomposition Techniques for Emotion Recognition. IEEE Access 12 (2024)
Praveen Kumar Govarthan, Sriram Kumar P, Nagarajan Ganapathy, Jac Fredo Agastinose Ronickom
Emotion classification using electrocardiogram and machine learning: A study on the effect of windowing techniques. Expert Syst. Appl. 254 (2024)
Lokesh Naidu Lebaka, Praveen Kumar Sriram Kumar Pa Govarthan, Priya Rani, Nagarajan Ganapathy, Jac Fredo Agastinose Ronickom
Automated Emotion Recognition System Using Blood Volume Pulse and XGBoost Learning. ICIMTH (2023)
Vishal Singh Roha, Nagarajan Ganapathy, Nicolai Spicher, Sriparna Saha, Thomas M. Deserno
Assessment of Driver's Stress using Multimodal Biosignals and Regularized Deep Kernel Learning. EMBC (2023)
Praveen Kumar Sriram Kumar Pa Govarthan, Swarubini PJ, Mythili Aasaithambi, Nagarajan Ganapathy, Karthik Pa, Deepesh Kumar, Jac Fredo Agastinose Ronickom
Identifying the Optimal Location of Facial EMG for Emotion Detection Using Logistic Regression. ICIMTH (2023)
Sriram Kumar P, Praveen Kumar Govarthan, Nagarajan Ganapathy, Jac Fredo Agastinose Ronickom
Comparative Analysis of Electrodermal Activity Decomposition Methods in Emotion Detection Using Machine Learning. MIE (2023)
Himanshu Kumar, Nagarajan Ganapathy, Subha D. Puthankattil, Ramakrishnan Swaminathan
Classification of Emotional States Using EEG Signals and Wavelet Packet Transform Features. MIE (2022)
Shabina Shaikh, Nagarajan Ganapathy, Ramakrishnan Swaminathan
Automated Segmentation of Lateral Ventricles in Alzheimer's Conditions Using UNET++ Model. ICIMTH (2022)
Himanshu Kumar, Nagarajan Ganapathy, Subha D. Puthankattil, Ramakrishnan Swaminathan
Assessment of emotional states in EEG signals using multi-frequency power spectrum and functional connectivity patterns. EMBC (2022)
Manuskandan Subha Ramakrishnan, Nagarajan Ganapathy
Extreme Gradient Boosting Based Improved Classification of Blood-Brain-Barrier Drugs. MIE (2022)
Manuskendan Subha Ramakrishnan, Nagarajan Ganapathy
Phenotypes based Classification of Blood-Brain-Barrier Drugs using Feature Selection Methods and Extreme Gradient Boosting. EMBC (2022)
Joana M. Warnecke, Nagarajan Ganapathy, Eugen Koch, Andreas Dietzel, Maximilian Flormann, Roman Henze, Thomas M. Deserno
Printed and Flexible ECG Electrodes Attached to the Steering Wheel for Continuous Health Monitoring during Driving. Sensors 22 (11) (2022)
Yedukondala Rao Veeranki, Nagarajan Ganapathy, Ramakrishnan Swaminathan
Classification of Dichotomous Emotional States Using Electrodermal Activity Signals and Multispectral Analysis. MIE (2022)
Arne Klingenberg, Valentin Purrucker, Willi Schüler, Nagarajan Ganapathy, Nicolai Spicher, Thomas M. Deserno
Human activity recognition from textile electrocardiograms. EMBC (2022)
Vinothini Selvaraju, Nicolai Spicher, Ju Wang, Nagarajan Ganapathy, Joana M. Warnecke, Steffen Leonhardt, Ramakrishnan Swaminathan, Thomas M. Deserno
Continuous Monitoring of Vital Signs Using Cameras: A Systematic Review. Sensors 22 (11) (2022)
Sreelakshmi Shaji, Nagarajan Ganapathy, Ramakrishnan Swaminathan
Differentiation of Alzheimer Conditions in MR Brain Images Using a Single Inception Module Network. MIE (2021)
Himanshu Kumar, Nagarajan Ganapathy, Subha D. Puthankattil, Ramakrishnan Swaminathan
Emotion Recognition in EEG Signals Using Decision Fusion Based Electrode Selection. MIE (2021)
Nagarajan Ganapathy, Ramakrishnan Swaminathan, Thomas M. Deserno
Adaptive learning and cross training improves R-wave detection in ECG. Comput. Methods Programs Biomed. 200 (2021)
Yedukondala Rao Veeranki, Himanshu Kumar, Nagarajan Ganapathy, Balasubramaniam Natarajan, Ramakrishnan Swaminathan
A Systematic Review of Sensing and Differentiating Dichotomous Emotional States Using Audio-Visual Stimuli. IEEE Access 9 (2021)
Yedukondala Rao Veeranki, Nagarajan Ganapathy, Ramakrishnan Swaminathan
Non-Parametric Classifiers Based Emotion Classification Using Electrodermal Activity and Modified Hjorth Features. MIE (2021)
Nagarajan Ganapathy, Diana Baumgärtel, Thomas M. Deserno
Automatic Detection of Atrial Fibrillation in ECG Using Co-Occurrence Patterns of Dynamic Symbol Assignment and Machine Learning. Sensors 21 (10) (2021)
Nagarajan Ganapathy, Yedukondala Rao Veeranki, Himanshu Kumar, Ramakrishnan Swaminathan
Emotion Recognition Using Electrodermal Activity Signals and Multiscale Deep Convolutional Neural Network. J. Medical Syst. 45 (4) (2021)
Erik Tute, Nagarajan Ganapathy, Antje Wulff
A data driven learning approach for the assessment of data quality. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Nagarajan Ganapathy, Yedukondala Rao Veeranki, Ramakrishnan Swaminathan
Convolutional neural network based emotion classification using electrodermal activity signals and time-frequency features. Expert Syst. Appl. 159 (2020)
Nagarajan Ganapathy, Ramakrishnan Swaminathan
Emotion Analysis Using Electrodermal Signals and Spiking Deep Belief Network. MIE (2020)
Nagarajan Ganapathy, Ramakrishnan Swaminathan
Emotion Recognition Using Electrodermal Activity Signals and Multiscale Deep Convolution Neural Network. EFMI-STC (2019)
Kanchana Devanathan, Nagarajan Ganapathy, Ramakrishnan Swaminathan
Binary Grey Wolf Optimizer based Feature Selection for Nucleolar and Centromere Staining Pattern Classification in Indirect Immunofluorescence Images. EMBC (2019)