Soma Bandyopadhyay

61 papers B 8C 3Misc 10Journal 13Unranked 26

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Generative Causal Structure Learning with Dual Latent Spaces and Annealing. Trans. Mach. Learn. Res. Soma Bandyopadhyay, Sudeshna Sarkar
2025	J	`jnl`	Causal Sensitivity Identification using Generative Learning. CoRR Soma Bandyopadhyay, Sudeshna Sarkar
2025	—	`conf`	Cross-City Next POI Prediction Using a Generative Causal Method. BDA Soma Bandyopadhyay, Sudeshna Sarkar
2025	J	`jnl`	EDNN-PCXR: Enhanced Pediatric Chest X-Ray Classification using Fine-Tuned Deep Neural Networks. Int. J. Comb. Optim. Probl. Informatics S. S. Thakur, Soma Bandyopadhyay, Anwesha Laha, Aditya Singh, Mahika Thakur, Aditya Kumar Singh, Shyam Sunder Singh, Srajan Mishra
2025	Misc	`conf`	Generative Model based Optical Response Prediction for Plasmonic Sensing. ICASSP Anish Datta, Soma Bandyopadhyay, Subhasri Chatterjee, Tapas Chakravarty, Arpan Pal
2024	—	`conf`	Emotion Pattern Recognition of Speech Signals Using Representation Learning with Limited Annotations. ICPR (Workshops and Challenges, 1) Anish Datta, Soma Bandyopadhyay, Gauri Deshpande, Ramesh K. Ramakrishnan, Arpan Pal
2024	J	`jnl`	Emotion detection for online recommender system using deep learning: a proposed method. Innov. Syst. Softw. Eng. Soma Bandyopadhyay, S. S. Thakur, J. K. Mandal
2024	J	`jnl`	Generalizable Journey Mode Detection Using Unsupervised Representation Learning. IEEE Trans. Intell. Transp. Syst. Soma Bandyopadhyay, Anish Datta, Ramesh Kumar Ramakrishnan, Arpan Pal
2023	—	`conf`	Exploring Causality Aware Data Synthesis. AIMLSystems Soma Bandyopadhyay, Sudeshna Sarkar
2023	—	`conf`	Physics Guided Generative Learning for Domain Adaptable Data Synthesis : Progressive Fault Synthesization for Predictive Machine Maintenance. AIMLSystems Soma Bandyopadhyay, Anish Datta, Mudassir Ali Sayyed, Tapas Chakravarty, Arpan Pal, Chirabrata Bhaumik
2022	Misc	`conf`	Intelligent Continuous Monitoring to Handle Data Distributional Changes for IoT Systems. SenSys Soma Bandyopadhyay, Anish Datta, Arpan Pal, Srinivas Raghu Raman Gadepally
2022	J	`jnl`	Unsupervised Driving Behavior Analysis using Representation Learning and Exploiting Group-based Training. CoRR Soma Bandyopadhyay, Anish Datta, Shruti Sachan, Arpan Pal
2022	—	`conf`	Unsupervised Feature Recommendation using Representation Learning. EUSIPCO Anish Datta, Soma Bandyopadhyay, Shruti Sachan, Arpan Pal
2021	J	`jnl`	Automated Label Generation for Time Series Classification with Representation Learning: Reduction of Label Cost for Training. CoRR Soma Bandyopadhyay, Anish Datta, Arpan Pal
2021	J	`jnl`	Hierarchical Clustering using Auto-encoded Compact Representation for Time-series Analysis. CoRR Soma Bandyopadhyay, Anish Datta, Arpan Pal
2021	J	`jnl`	Product recommendation for e-commerce business by applying principal component analysis (PCA) and K-means clustering: benefit for the society. Innov. Syst. Softw. Eng. Soma Bandyopadhyay, S. S. Thakur, J. K. Mandal
2020	—	`ch.`	Product Prediction and Recommendation in E-Commerce Using Collaborative Filtering and Artificial Neural Networks: A Hybrid Approach. Intelligent Computing Paradigm Soma Bandyopadhyay, S. S. Thakur
2020	B	`conf`	Sig-R IJCNN Arijit Ukil, Soma Bandyopadhyay, Arpan Pal
2019	B	`conf`	DyReg-FResNet: Unsupervised Feature Space Amplified Dynamic Regularized Residual Network for Time Series Classification. IJCNN Arijit Ukil, Soma Bandyopadhyay, Arpan Pal
2019	B	`conf`	Fusing Features based on Signal Properties and TimeNet for Time Series Classification. ESANN Arijit Ukil, Pankaj Malhotra, Soma Bandyopadhyay, Tulika Bose, Ishan Sahu, Ayan Mukherjee, Lovekesh Vig, Arpan Pal, Gautam Shroff
2018	B	`conf`	AutoModeling: Integrated Approach for Automated Model Generation by Ensemble Selection of Feature Subset and Classifier. IJCNN Arijit Ukil, Ishan Sahu, Chetanya Puri, Ayan Mukherjee, Rituraj Singh, Soma Bandyopadhyay, Arpan Pal
2018	Misc	`conf`	Effective Noise Removal and Unified Model of Hybrid Feature Space Optimization for Automated Cardiac Anomaly Detection Using Phonocardiogarm Signals. ICASSP Arijit Ukil, Soma Bandyopadhyay, Chetanya Puri, Rituraj Singh, Arpan Pal
2018	J	`jnl`	Murmur Detection Using Parallel Recurrent & Convolutional Neural Networks. CoRR Shahnawaz Alam, Rohan Banerjee, Soma Bandyopadhyay
2018	B	`conf`	Non-Invasive Detection of Coronary Artery Disease Based on Clinical Information and Cardiovascular Signals: A Two-Stage Classification Approach. CBMS Rohan Banerjee, Sakyajit Bhattacharya, Soma Bandyopadhyay, Arpan Pal, K. M. Mandana
2018	—	`conf`	Pattern Analysis in Physiological Pulsatile Signals: An Aid to Personalized Healthcare. EMBC Soma Bandyopadhyay, Arijit Ukil, Chetanya Puri, Rituraj Singh, Arpan Pal, C. A. Murthy
2017	—	`conf`	Analysis of phonocardiogram signals through proactive denoising using novel self-discriminant learner. EMBC Chetanya Puri, Rituraj Singh, Soma Bandyopadhyay, Arijit Ukil, Ayan Mukherjee
2017	Misc	`conf`	Heartmate: automated integrated anomaly analysis for effective remote cardiac health management. ICASSP Arijit Ukil, Soma Bandyopadhyay, Chetanya Puri, Rituraj Singh, Arpan Pal, Ayan Mukherjee
2017	—	`conf`	Identifying Normal, AF and other Abnormal ECG Rhythms using a Cascaded Binary Classifier. CinC Shreyasi Datta, Chetanya Puri, Ayan Mukherjee, Rohan Banerjee, Anirban Dutta Choudhury, Rituraj Singh, Arijit Ukil, Soma Bandyopadhyay, Arpan Pal, Sundeep Khandelwal
2016	Misc	`conf`	3S: Sensing Sensor Signal: Demo Abstract. SenSys Soma Bandyopadhyay, Arijit Ukil, Rituraj Singh, Chetanya Puri, Arpan Pal, C. A. Murthy
2016	—	`conf`	An unsupervised learning for robust cardiac feature derivation from PPG signals. EMBC Soma Bandyopadhyay, Arijit Ukil, Chetanya Puri, Rituraj Singh, Arpan Pal, K. M. Mandana, C. A. Murthy
2016	—	`conf`	Cardiac Condition Monitoring through Photoplethysmogram Signal Denoising Using Wearables: Can We Detect Coronary Artery Disease with Higher Performance Efficacy? CinC Arijit Ukil, Soma Bandyopadhyay, Chetanya Puri, Arpan Pal, Kayapanda M. Mandana
2016	—	`conf`	CardioFit: Affordable Cardiac Healthcare Analytics for Clinical Utility Enhancement. eHealth 360° Arijit Ukil, Soma Bandyopadhyay, Chetanya Puri, Rituraj Singh, Arpan Pal, K. M. Mandana
2016	—	`conf`	Classification of Normal and Abnormal Heart Sound Recordings through Robust Feature Selection. CinC Chetanya Puri, Arijit Ukil, Soma Bandyopadhyay, Rituraj Singh, Arpan Pal, Ayan Mukherjee, Debayan Mukherjee
2016	J	`jnl`	Constrained Application Protocol (CoAP) Option for No Server Response. RFC Abhijan Bhattacharyya, Soma Bandyopadhyay, Arpan Pal, Tulika Bose
2016	Misc	`conf`	Heart-trend: An affordable heart condition monitoring system exploiting morphological pattern. ICASSP Arijit Ukil, Soma Bandyopadhyay, Chetanya Puri, Arpan Pal
2016	B	`conf`	IoT Healthcare Analytics: The Importance of Anomaly Detection. AINA Arijit Ukil, Soma Bandyopadhyay, Chetanya Puri, Arpan Pal
2016	C	`conf`	SensIPro: Smart sensor analytics for Internet of things. ISCC Soma Bandyopadhyay, Arijit Ukil, Chetanya Puri, Rituraj Singh, Tulika Bose, Arpan Pal
2016	—	`conf`	Signal Characteristics on Sensor Data Compression in IoT - An Investigation. SECON Workshops Tulika Bose, Soma Bandyopadhyay, Sudhir Kumar, Abhijan Bhattacharyya, Arpan Pal
2016	B	`conf`	Signal Characteristics on Sensor Data Compression in IoT -An Investigation. SECON Tulika Bose, Soma Bandyopadhyay, Sudhir Kumar, Abhijan Bhattacharyya, Arpan Pal
2016	—	`conf`	SmartImpute: Missing Data Analytics for Smart Spaces: Poster Abstract. BuildSys Soma Bandyopadhyay, Krithi Ramamritham
2016	—	`conf`	iCarMa: Inexpensive Cardiac Arrhythmia Management - An IoT Healthcare Analytics Solution. IoTofHealth@MobiSys Chetanya Puri, Arijit Ukil, Soma Bandyopadhyay, Rituraj Singh, Arpan Pal, Kayapanda M. Mandana
2015	—	`conf`	A Novel Approach to Unify Robotics, Sensors, and Cloud Computing Through IoT for a Smarter Healthcare Solution for Routine Checks and Fighting Epidemics. IoT 360 (1) Arijit Sinharay, Arpan Pal, Snehasis Banerjee, Rohan Banerjee, Soma Bandyopadhyay, Parijat Deshpande, Ranjan Dasgupta
2015	Misc	`conf`	Adaptive Sensor Data Compression in IoT systems: Sensor data analytics based approach. ICASSP Arijit Ukil, Soma Bandyopadhyay, Aniruddha Sinha, Arpan Pal
2015	Misc	`conf`	Demo: IAS: Information Analytics for Sensors. SenSys Soma Bandyopadhyay, Arijit Ukil, Chetanya Puri, Arpan Pal, Rituraj Singh, Tulika Bose
2015	B	`conf`	IoT Data Compression: Sensor-Agnostic Approach. DCC Arijit Ukil, Soma Bandyopadhyay, Arpan Pal
2015	—	`conf`	LESS: Lightweight Establishment of Secure Session: A Cross-Layer Approach Using CoAP and DTLS-PSK Channel Encryption. AINA Workshops Abhijan Bhattacharyya, Tulika Bose, Soma Bandyopadhyay, Arijit Ukil, Arpan Pal
2015	—	`conf`	Privacy for IoT: Involuntary privacy enablement for smart energy systems. ICC Arijit Ukil, Soma Bandyopadhyay, Arpan Pal
2015	—	`conf`	Why not keep your personal data secure yet private in IoT?: Our lightweight approach. ISSNIP Tulika Bose, Soma Bandyopadhyay, Arijit Ukil, Abhijan Bhattacharyya, Arpan Pal
2014	—	`conf`	Auth-Lite: Lightweight M2MAuthentication reinforcing DTLS for CoAP. PerCom Workshops Arijit Ukil, Soma Bandyopadhyay, Abhijan Bhattacharyya, Arpan Pal, Tulika Bose
2014	—	`conf`	IoT-Privacy: To be private or not to be private. INFOCOM Workshops Arijit Ukil, Soma Bandyopadhyay, Arpan Pal
2014	J	`jnl`	Lightweight security scheme for IoT applications using CoAP. Int. J. Pervasive Comput. Commun. Arijit Ukil, Soma Bandyopadhyay, Abhijan Bhattacharyya, Arpan Pal, Tulika Bose
2014	—	`conf`	SPA: smart meter privacy analyzer: demo abstract. BuildSys Arijit Ukil, Soma Bandyopadhyay, Arpan Pal
2014	C	`conf`	Sensitivity inspector: Detecting privacy in smart energy applications. ISCC Arijit Ukil, Soma Bandyopadhyay, Arpan Pal
2013	Misc	`conf`	Adapting protocol characteristics of CoAP using sensed indication for vehicular analytics. SenSys Soma Bandyopadhyay, Abhijan Bhattacharyya, Arpan Pal
2013	C	`conf`	ITS-Light: Adaptive Lightweight Scheme to Resource Optimize Intelligent Transportation Tracking System (ITS) - Customizing CoAP for Opportunistic Optimization. MobiQuitous Abhijan Bhattacharyya, Soma Bandyopadhyay, Arpan Pal
2013	J	`jnl`	Interoperation among IoT Standards. J. ICT Stand. Soma Bandyopadhyay, P. Balamuralidhar, Arpan Pal
2013	Misc	`conf`	Lightweight Internet protocols for web enablement of sensors using constrained gateway devices. ICNC Soma Bandyopadhyay, Abhijan Bhattacharyya
2013	—	`conf`	Lightweight security scheme for vehicle tracking system using CoAP. ASPI@UbiComp Arijit Ukil, Soma Bandyopadhyay, Abhijan Bhattacharyya, Arpan Pal
2012	—	`conf`	Generic Middleware Architecture Supporting Heterogeneous Sensors Management for Any Smart System. ACITY (1) Soma Bandyopadhyay, Abhijan Bhattacharyya
2012	—	`conf`	Negotiation-based privacy preservation scheme in internet of things platform. SECURIT Arijit Ukil, Soma Bandyopadhyay, Joel Joseph, Vijayanand Banahatti, Sachin Lodha
2011	—	`conf`	A Survey of Middleware for Internet of Things. WiMo/CoNeCo Soma Bandyopadhyay, Munmun Sengupta, Souvik Maiti, Subhajit Dutta