A Survey of Middleware for Internet of Things. - Soma Bandyopadhyay; Munmun Sengupta; Souvik Maiti; Subhajit Dutta (WiMo/CoNeCo, 2011)

Generic Middleware Architecture Supporting Heterogeneous Sensors Management for Any Smart System. - Soma Bandyopadhyay; Abhijan Bhattacharyya (ACITY (1), 2012)

Negotiation-based privacy preservation scheme in internet of things platform. - Arijit Ukil; Soma Bandyopadhyay; Joel Joseph; Vijayanand Banahatti; Sachin Lodha (SECURIT, 2012)

Lightweight security scheme for vehicle tracking system using CoAP. - Arijit Ukil; Soma Bandyopadhyay; Abhijan Bhattacharyya; Arpan Pal 001 (ASPI@UbiComp, 2013)

Lightweight Internet protocols for web enablement of sensors using constrained gateway devices. - Soma Bandyopadhyay; Abhijan Bhattacharyya (ICNC, 2013)

ITS-Light: Adaptive Lightweight Scheme to Resource Optimize Intelligent Transportation Tracking System (ITS) - Customizing CoAP for Opportunistic Optimization. - Abhijan Bhattacharyya; Soma Bandyopadhyay; Arpan Pal 001 (MobiQuitous, 2013)

Adapting protocol characteristics of CoAP using sensed indication for vehicular analytics. - Soma Bandyopadhyay; Abhijan Bhattacharyya; Arpan Pal 001 (SenSys, 2013)

Interoperation among IoT Standards. - Soma Bandyopadhyay; P. Balamuralidhar; Arpan Pal 001 (J. ICT Stand., 2013)

IoT-Privacy: To be private or not to be private. - Arijit Ukil; Soma Bandyopadhyay; Arpan Pal 001 (INFOCOM Workshops, 2014)

Sensitivity inspector: Detecting privacy in smart energy applications. - Arijit Ukil; Soma Bandyopadhyay; Arpan Pal 001 (ISCC, 2014)

Auth-Lite: Lightweight M2MAuthentication reinforcing DTLS for CoAP. - Arijit Ukil; Soma Bandyopadhyay; Abhijan Bhattacharyya; Arpan Pal 001; Tulika Bose (PerCom Workshops, 2014)

SPA: smart meter privacy analyzer: demo abstract. - Arijit Ukil; Soma Bandyopadhyay; Arpan Pal 001 (BuildSys, 2014)

Lightweight security scheme for IoT applications using CoAP. - Arijit Ukil; Soma Bandyopadhyay; Abhijan Bhattacharyya; Arpan Pal 001; Tulika Bose (Int. J. Pervasive Comput. Commun., 2014)

LESS: Lightweight Establishment of Secure Session: A Cross-Layer Approach Using CoAP and DTLS-PSK Channel Encryption. - Abhijan Bhattacharyya; Tulika Bose; Soma Bandyopadhyay; Arijit Ukil; Arpan Pal 001 (AINA Workshops, 2015)

IoT Data Compression: Sensor-Agnostic Approach. - Arijit Ukil; Soma Bandyopadhyay; Arpan Pal 001 (DCC, 2015)

Adaptive Sensor Data Compression in IoT systems: Sensor data analytics based approach. - Arijit Ukil; Soma Bandyopadhyay; Aniruddha Sinha; Arpan Pal 001 (ICASSP, 2015)

Privacy for IoT: Involuntary privacy enablement for smart energy systems. - Arijit Ukil; Soma Bandyopadhyay; Arpan Pal 001 (ICC, 2015)

A Novel Approach to Unify Robotics, Sensors, and Cloud Computing Through IoT for a Smarter Healthcare Solution for Routine Checks and Fighting Epidemics. - Arijit Sinharay; Arpan Pal 001; Snehasis Banerjee; Rohan Banerjee; Soma Bandyopadhyay; Parijat Deshpande; Ranjan Dasgupta (IoT 360 (1), 2015)

Why not keep your personal data secure yet private in IoT?: Our lightweight approach. - Tulika Bose; Soma Bandyopadhyay; Arijit Ukil; Abhijan Bhattacharyya; Arpan Pal 001 (ISSNIP, 2015)

Demo: IAS: Information Analytics for Sensors. - Soma Bandyopadhyay; Arijit Ukil; Chetanya Puri; Arpan Pal 001; Rituraj Singh; Tulika Bose (SenSys, 2015)

IoT Healthcare Analytics: The Importance of Anomaly Detection. - Arijit Ukil; Soma Bandyopadhyay; Chetanya Puri; Arpan Pal 001 (AINA, 2016)

Classification of Normal and Abnormal Heart Sound Recordings through Robust Feature Selection. - Chetanya Puri; Arijit Ukil; Soma Bandyopadhyay; Rituraj Singh; Arpan Pal 001; Ayan Mukherjee; Debayan Mukherjee (CinC, 2016)

Cardiac Condition Monitoring through Photoplethysmogram Signal Denoising Using Wearables: Can We Detect Coronary Artery Disease with Higher Performance Efficacy? - Arijit Ukil; Soma Bandyopadhyay; Chetanya Puri; Arpan Pal 001; Kayapanda M. Mandana (CinC, 2016)

CardioFit: Affordable Cardiac Healthcare Analytics for Clinical Utility Enhancement. - Arijit Ukil; Soma Bandyopadhyay; Chetanya Puri; Rituraj Singh; Arpan Pal 001; K. M. Mandana (eHealth 360°, 2016)

An unsupervised learning for robust cardiac feature derivation from PPG signals. - Soma Bandyopadhyay; Arijit Ukil; Chetanya Puri; Rituraj Singh; Arpan Pal 001; K. M. Mandana; C. A. Murthy (EMBC, 2016)

Heart-trend: An affordable heart condition monitoring system exploiting morphological pattern. - Arijit Ukil; Soma Bandyopadhyay; Chetanya Puri; Arpan Pal 001 (ICASSP, 2016)

SensIPro: Smart sensor analytics for Internet of things. - Soma Bandyopadhyay; Arijit Ukil; Chetanya Puri; Rituraj Singh; Tulika Bose; Arpan Pal 001 (ISCC, 2016)

iCarMa: Inexpensive Cardiac Arrhythmia Management - An IoT Healthcare Analytics Solution. - Chetanya Puri; Arijit Ukil; Soma Bandyopadhyay; Rituraj Singh; Arpan Pal 001; Kayapanda M. Mandana (IoTofHealth@MobiSys, 2016)

Signal Characteristics on Sensor Data Compression in IoT -An Investigation. - Tulika Bose; Soma Bandyopadhyay; Sudhir Kumar 002; Abhijan Bhattacharyya; Arpan Pal 001 (SECON, 2016)

SmartImpute: Missing Data Analytics for Smart Spaces: Poster Abstract. - Soma Bandyopadhyay; Krithi Ramamritham (BuildSys, 2016)

3S: Sensing Sensor Signal: Demo Abstract. - Soma Bandyopadhyay; Arijit Ukil; Rituraj Singh; Chetanya Puri; Arpan Pal 001; C. A. Murthy (SenSys, 2016)

Constrained Application Protocol (CoAP) Option for No Server Response. - Abhijan Bhattacharyya; Soma Bandyopadhyay; Arpan Pal 001; Tulika Bose (RFC, 2016)

Identifying Normal, AF and other Abnormal ECG Rhythms using a Cascaded Binary Classifier. - Shreyasi Datta; Chetanya Puri; Ayan Mukherjee; Rohan Banerjee; Anirban Dutta Choudhury; Rituraj Singh; Arijit Ukil; Soma Bandyopadhyay; Arpan Pal 001; Sundeep Khandelwal (CinC, 2017)

Analysis of phonocardiogram signals through proactive denoising using novel self-discriminant learner. - Chetanya Puri; Rituraj Singh; Soma Bandyopadhyay; Arijit Ukil; Ayan Mukherjee (EMBC, 2017)

Heartmate: automated integrated anomaly analysis for effective remote cardiac health management. - Arijit Ukil; Soma Bandyopadhyay; Chetanya Puri; Rituraj Singh; Arpan Pal 001; Ayan Mukherjee (ICASSP, 2017)

Non-Invasive Detection of Coronary Artery Disease Based on Clinical Information and Cardiovascular Signals: A Two-Stage Classification Approach. - Rohan Banerjee; Sakyajit Bhattacharya; Soma Bandyopadhyay; Arpan Pal 001; K. M. Mandana (CBMS, 2018)

Pattern Analysis in Physiological Pulsatile Signals: An Aid to Personalized Healthcare. - Soma Bandyopadhyay; Arijit Ukil; Chetanya Puri; Rituraj Singh; Arpan Pal 001; C. A. Murthy (EMBC, 2018)

Effective Noise Removal and Unified Model of Hybrid Feature Space Optimization for Automated Cardiac Anomaly Detection Using Phonocardiogarm Signals. - Arijit Ukil; Soma Bandyopadhyay; Chetanya Puri; Rituraj Singh; Arpan Pal 001 (ICASSP, 2018)

AutoModeling: Integrated Approach for Automated Model Generation by Ensemble Selection of Feature Subset and Classifier. - Arijit Ukil; Ishan Sahu; Chetanya Puri; Ayan Mukherjee; Rituraj Singh; Soma Bandyopadhyay; Arpan Pal 001 (IJCNN, 2018)

Murmur Detection Using Parallel Recurrent & Convolutional Neural Networks. - Shahnawaz Alam; Rohan Banerjee; Soma Bandyopadhyay (CoRR, 2018)

Fusing Features based on Signal Properties and TimeNet for Time Series Classification. - Arijit Ukil; Pankaj Malhotra; Soma Bandyopadhyay; Tulika Bose; Ishan Sahu; Ayan Mukherjee; Lovekesh Vig; Arpan Pal 001; Gautam Shroff (ESANN, 2019)

DyReg-FResNet: Unsupervised Feature Space Amplified Dynamic Regularized Residual Network for Time Series Classification. - Arijit Ukil; Soma Bandyopadhyay; Arpan Pal 001 (IJCNN, 2019)

Sig-R2ResNet: Residual Network with Signal Processing-refined Residual Mapping, Auto-tuned L1-Regularization with Modified Adam Optimizer for Time Series Classification. - Arijit Ukil; Soma Bandyopadhyay; Arpan Pal 001 (IJCNN, 2020)

Product Prediction and Recommendation in E-Commerce Using Collaborative Filtering and Artificial Neural Networks: A Hybrid Approach. - Soma Bandyopadhyay; S. S. Thakur 004 (Intelligent Computing Paradigm, 2020)

Hierarchical Clustering using Auto-encoded Compact Representation for Time-series Analysis. - Soma Bandyopadhyay; Anish Datta; Arpan Pal 001 (CoRR, 2021)

Automated Label Generation for Time Series Classification with Representation Learning: Reduction of Label Cost for Training. - Soma Bandyopadhyay; Anish Datta; Arpan Pal 001 (CoRR, 2021)

Product recommendation for e-commerce business by applying principal component analysis (PCA) and K-means clustering: benefit for the society. - Soma Bandyopadhyay; S. S. Thakur 004; J. K. Mandal 001 (Innov. Syst. Softw. Eng., 2021)

Unsupervised Feature Recommendation using Representation Learning. - Anish Datta; Soma Bandyopadhyay; Shruti Sachan; Arpan Pal 001 (EUSIPCO, 2022)

Intelligent Continuous Monitoring to Handle Data Distributional Changes for IoT Systems. - Soma Bandyopadhyay; Anish Datta; Arpan Pal 001; Srinivas Raghu Raman Gadepally (SenSys, 2022)

Unsupervised Driving Behavior Analysis using Representation Learning and Exploiting Group-based Training. - Soma Bandyopadhyay; Anish Datta; Shruti Sachan; Arpan Pal 001 (CoRR, 2022)

Physics Guided Generative Learning for Domain Adaptable Data Synthesis : Progressive Fault Synthesization for Predictive Machine Maintenance. - Soma Bandyopadhyay; Anish Datta; Mudassir Ali Sayyed; Tapas Chakravarty; Arpan Pal 001; Chirabrata Bhaumik (AIMLSystems, 2023)

Exploring Causality Aware Data Synthesis. - Soma Bandyopadhyay; Sudeshna Sarkar (AIMLSystems, 2023)

Emotion Pattern Recognition of Speech Signals Using Representation Learning with Limited Annotations. - Anish Datta; Soma Bandyopadhyay; Gauri Deshpande; Ramesh K. Ramakrishnan; Arpan Pal 001 (ICPR (Workshops and Challenges, 1), 2024)

Generalizable Journey Mode Detection Using Unsupervised Representation Learning. - Soma Bandyopadhyay; Anish Datta; Ramesh Kumar Ramakrishnan; Arpan Pal 001 (IEEE Trans. Intell. Transp. Syst., 2024)

Emotion detection for online recommender system using deep learning: a proposed method. - Soma Bandyopadhyay; S. S. Thakur 004; J. K. Mandal 001 (Innov. Syst. Softw. Eng., 2024)

Generative Model based Optical Response Prediction for Plasmonic Sensing. - Anish Datta; Soma Bandyopadhyay; Subhasri Chatterjee; Tapas Chakravarty; Arpan Pal 001 (ICASSP, 2025)

EDNN-PCXR: Enhanced Pediatric Chest X-Ray Classification using Fine-Tuned Deep Neural Networks. - S. S. Thakur 004; Soma Bandyopadhyay; Anwesha Laha; Aditya Singh; Mahika Thakur; Aditya kumar Singh; Shyam Sunder Singh; Srajan Mishra (Int. J. Comb. Optim. Probl. Informatics, 2025)