Nagarajan Ganapathy

41 papers Journal 17Unranked 24
YearRankTypeTitle / Venue / Authors
2026 J jnl
Differential Attention-Augmented BiomedCLIP with Asymmetric Focal Optimization for Imbalanced Multi-Label Video Capsule Endoscopy Classification.
CoRR
Podakanti Satyajith Chary, Nagarajan Ganapathy
2025 — conf
Driver Behaviour Detection Using Multimodal Physiological Signals and Regularized Deep Kernel Learning.
HICSS
Kaveti Pavan, Nagarajan Ganapathy
2025 J jnl
Evaluating the effectiveness of machine learning in identifying the optimal facial electromyography location for emotion detection.
Biomed. Signal Process. Control.
Vinay Kumar Barigala, Swarubini PJ, Sriram Kumar P, Nagarajan Ganapathy, Karthik P. A., Deepesh Kumar, Jac Fredo Agastinose Ronickom
2024 J jnl
A Multimodal Approach For Endoscopic VCE Image Classification Using BiomedCLIP-PubMedBERT.
CoRR
Nagarajan Ganapathy, Podakanti Satyajith Chary, Teja Venkata Ramana Kumar Pithani, Pavan Kavati, Arun Kumar S
2024 J jnl
Advanced Classifiers and Feature Reduction for Accurate Insomnia Detection Using Multimodal Dataset.
IEEE Access
Ameya Chatur, Mostafa Haghi, Nagarajan Ganapathy, Nima Taherinejad, Ralf Seepold, Natividad Martínez Madrid
2024 — conf
Assessment of Valance Emotional State Using EEG-EDA Coupling and Explainable Classifiers.
MIE
Himanshu Kumar, Nagarajan Ganapathy, Ramakrishnan Swaminathan
2024 — conf
Automated Assessment of Driver Distraction Using Multimodal Wearable Data and Squeeze-Excitation Networks.
MIE
Nagarajan Ganapathy
2024 — conf
Classifying Driver Distraction with Textile Electrocardiograms.
EMBC
Kaveti Pavan, Vishal Singh Roha, Tomohiko Igasaki, P. A. Karthick, Digvijay S. Pawar, Nagarajan Ganapathy
2024 J jnl
Comparison of Electrodermal Activity Signal Decomposition Techniques for Emotion Recognition.
IEEE Access
Yedukondala Rao Veeranki, Nagarajan Ganapathy, Ramakrishnan Swaminathan, Hugo F. Posada-Quintero
2024 J jnl
Deep Learning-Based Automated Emotion Recognition Using Multimodal Physiological Signals and Time-Frequency Methods.
IEEE Trans. Instrum. Meas.
Sriram Kumar P, Praveen Kumar Govarthan, Abdul Aleem Shaik Gadda, Nagarajan Ganapathy, Jac Fredo Agastinose Ronickom
2024 J jnl
Emotion classification using electrocardiogram and machine learning: A study on the effect of windowing techniques.
Expert Syst. Appl.
Praveen Kumar Govarthan, Sriram Kumar P, Nagarajan Ganapathy, Jac Fredo Agastinose Ronickom
2024 — conf
Enhanced Driver Stress Prediction from Multiple Biosignals via CNN Encoder-Decoder Model.
EMBC
Vishal Singh Roha, Maggie Ezzat Gaber Gendy, Kaveti Pavan, Thomas M. Deserno, Nagarajan Ganapathy, Mehmet R. Yuce
2024 J jnl
Exploring Central-Peripheral Nervous System Interaction Through Multimodal Biosignals: A Systematic Review.
IEEE Access
Sourabh Banik, Himanshu Kumar, Nagarajan Ganapathy, Ramakrishnan Swaminathan
2024 — conf
Multimodal Signal Fusion for Heartbeat Monitoring on eScooters.
MIE
Himanshu Singh, Joana M. Warnecke, Alexander Picker, Nagarajan Ganapathy, Thomas M. Deserno
2024 — conf
Radar-Based Elderly Fall Detection Using Smoothed Pseudo Wigner Ville Distribution and XGBoost Learning.
MIE
Nagarajan Ganapathy
2024 J jnl
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.
Remya R. Nair, P. A. Karthick, Nagarajan Ganapathy, G. Venugopal
2023 — conf
Assessment of Driver's Stress using Multimodal Biosignals and Regularized Deep Kernel Learning.
EMBC
Vishal Singh Roha, Nagarajan Ganapathy, Nicolai Spicher, Sriparna Saha, Thomas M. Deserno
2023 — conf
Automated Emotion Recognition System Using Blood Volume Pulse and XGBoost Learning.
ICIMTH
Lokesh Naidu Lebaka, Praveen Kumar Sriram Kumar Pa Govarthan, Priya Rani, Nagarajan Ganapathy, Jac Fredo Agastinose Ronickom
2023 — conf
Comparative Analysis of Electrodermal Activity Decomposition Methods in Emotion Detection Using Machine Learning.
MIE
Sriram Kumar P, Praveen Kumar Govarthan, Nagarajan Ganapathy, Jac Fredo Agastinose Ronickom
2023 — conf
Identifying the Optimal Location of Facial EMG for Emotion Detection Using Logistic Regression.
ICIMTH
Praveen Kumar Sriram Kumar Pa Govarthan, Swarubini PJ, Mythili Aasaithambi, Nagarajan Ganapathy, Karthik P. A., Deepesh Kumar, Jac Fredo Agastinose Ronickom
2022 — conf
Assessment of emotional states in EEG signals using multi-frequency power spectrum and functional connectivity patterns.
EMBC
Himanshu Kumar, Nagarajan Ganapathy, Subha D. Puthankattil, Ramakrishnan Swaminathan
2022 — conf
Automated Segmentation of Lateral Ventricles in Alzheimer's Conditions Using UNET++ Model.
ICIMTH
Shabina Shaikh, Nagarajan Ganapathy, Ramakrishnan Swaminathan
2022 — conf
Classification of Dichotomous Emotional States Using Electrodermal Activity Signals and Multispectral Analysis.
MIE
Yedukondala Rao Veeranki, Nagarajan Ganapathy, Ramakrishnan Swaminathan
2022 — conf
Classification of Emotional States Using EEG Signals and Wavelet Packet Transform Features.
MIE
Himanshu Kumar, Nagarajan Ganapathy, Subha D. Puthankattil, Ramakrishnan Swaminathan
2022 J jnl
Continuous Monitoring of Vital Signs Using Cameras: A Systematic Review.
Sensors
Vinothini Selvaraju, Nicolai Spicher, Ju Wang, Nagarajan Ganapathy, Joana M. Warnecke, Steffen Leonhardt, Ramakrishnan Swaminathan, Thomas M. Deserno
2022 — conf
Extreme Gradient Boosting Based Improved Classification of Blood-Brain-Barrier Drugs.
MIE
Manuskandan Subha Ramakrishnan, Nagarajan Ganapathy
2022 — conf
Human activity recognition from textile electrocardiograms.
EMBC
Arne Klingenberg, Valentin Purrucker, Willi Schüler, Nagarajan Ganapathy, Nicolai Spicher, Thomas M. Deserno
2022 — conf
Phenotypes based Classification of Blood-Brain-Barrier Drugs using Feature Selection Methods and Extreme Gradient Boosting.
EMBC
Manuskendan Subha Ramakrishnan, Nagarajan Ganapathy
2022 J jnl
Printed and Flexible ECG Electrodes Attached to the Steering Wheel for Continuous Health Monitoring during Driving.
Sensors
Joana M. Warnecke, Nagarajan Ganapathy, Eugen Koch, Andreas Dietzel, Maximilian Flormann, Roman Henze, Thomas M. Deserno
2021 J jnl
A Systematic Review of Sensing and Differentiating Dichotomous Emotional States Using Audio-Visual Stimuli.
IEEE Access
Yedukondala Rao Veeranki, Himanshu Kumar, Nagarajan Ganapathy, Balasubramaniam Natarajan, Ramakrishnan Swaminathan
2021 J jnl
A data driven learning approach for the assessment of data quality.
BMC Medical Informatics Decis. Mak.
Erik Tute, Nagarajan Ganapathy, Antje Wulff
2021 J jnl
Adaptive learning and cross training improves R-wave detection in ECG.
Comput. Methods Programs Biomed.
Nagarajan Ganapathy, Ramakrishnan Swaminathan, Thomas M. Deserno
2021 J jnl
Automatic Detection of Atrial Fibrillation in ECG Using Co-Occurrence Patterns of Dynamic Symbol Assignment and Machine Learning.
Sensors
Nagarajan Ganapathy, Diana Baumgärtel, Thomas M. Deserno
2021 — conf
Differentiation of Alzheimer Conditions in MR Brain Images Using a Single Inception Module Network.
MIE
Sreelakshmi Shaji, Nagarajan Ganapathy, Ramakrishnan Swaminathan
2021 J jnl
Emotion Recognition Using Electrodermal Activity Signals and Multiscale Deep Convolutional Neural Network.
J. Medical Syst.
Nagarajan Ganapathy, Yedukondala Rao Veeranki, Himanshu Kumar, Ramakrishnan Swaminathan
2021 — conf
Emotion Recognition in EEG Signals Using Decision Fusion Based Electrode Selection.
MIE
Himanshu Kumar, Nagarajan Ganapathy, Subha D. Puthankattil, Ramakrishnan Swaminathan
2021 — conf
Non-Parametric Classifiers Based Emotion Classification Using Electrodermal Activity and Modified Hjorth Features.
MIE
Yedukondala Rao Veeranki, Nagarajan Ganapathy, Ramakrishnan Swaminathan
2020 J jnl
Convolutional neural network based emotion classification using electrodermal activity signals and time-frequency features.
Expert Syst. Appl.
Nagarajan Ganapathy, Yedukondala Rao Veeranki, Ramakrishnan Swaminathan
2020 — conf
Emotion Analysis Using Electrodermal Signals and Spiking Deep Belief Network.
MIE
Nagarajan Ganapathy, Ramakrishnan Swaminathan
2019 — conf
Binary Grey Wolf Optimizer based Feature Selection for Nucleolar and Centromere Staining Pattern Classification in Indirect Immunofluorescence Images.
EMBC
Kanchana Devanathan, Nagarajan Ganapathy, Ramakrishnan Swaminathan
2019 — conf
Emotion Recognition Using Electrodermal Activity Signals and Multiscale Deep Convolution Neural Network.
EFMI-STC
Nagarajan Ganapathy, Ramakrishnan Swaminathan