Nagarajan Ganapathy

41 papers Journal 17Unranked 24

Year	Rank	Type	Title / 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