Soma Bandyopadhyay

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 31

Top Topics

Data Compression

Coronary Artery Disease

Top Venues

Publications

Soma Bandyopadhyay, Anish Datta, Ramesh Kumar Ramakrishnan, Arpan Pal
Generalizable Journey Mode Detection Using Unsupervised Representation Learning. IEEE Trans. Intell. Transp. Syst. 25 (7) (2024)
Soma Bandyopadhyay, Sudeshna Sarkar
Exploring Causality Aware Data Synthesis. AIMLSystems (2023)
Soma Bandyopadhyay, Anish Datta, Mudassir Ali Sayyed, Tapas Chakravarty, Arpan Pal, Chirabrata Bhaumik
Physics Guided Generative Learning for Domain Adaptable Data Synthesis : Progressive Fault Synthesization for Predictive Machine Maintenance. AIMLSystems (2023)
Anish Datta, Soma Bandyopadhyay, Shruti Sachan, Arpan Pal
Unsupervised Feature Recommendation using Representation Learning. EUSIPCO (2022)
Soma Bandyopadhyay, Anish Datta, Shruti Sachan, Arpan Pal
Unsupervised Driving Behavior Analysis using Representation Learning and Exploiting Group-based Training. CoRR (2022)
Soma Bandyopadhyay, Anish Datta, Arpan Pal, Srinivas Raghu Raman Gadepally
Intelligent Continuous Monitoring to Handle Data Distributional Changes for IoT Systems. SenSys (2022)
Soma Bandyopadhyay, S. S. Thakur, J. K. Mandal
Product recommendation for e-commerce business by applying principal component analysis (PCA) and K-means clustering: benefit for the society. Innov. Syst. Softw. Eng. 17 (1) (2021)
Soma Bandyopadhyay, Anish Datta, Arpan Pal
Automated Label Generation for Time Series Classification with Representation Learning: Reduction of Label Cost for Training. CoRR (2021)
Soma Bandyopadhyay, Anish Datta, Arpan Pal
Hierarchical Clustering using Auto-encoded Compact Representation for Time-series Analysis. CoRR (2021)
Arijit Ukil, Soma Bandyopadhyay, Arpan Pal
ResNet: Residual Network with Signal Processing-refined Residual Mapping, Auto-tuned L1-Regularization with Modified Adam Optimizer for Time Series Classification. IJCNN (2020)
Arijit Ukil, Pankaj Malhotra, Soma Bandyopadhyay, Tulika Bose, Ishan Sahu, Ayan Mukherjee, Lovekesh Vig, Arpan Pal, Gautam Shroff
Fusing Features based on Signal Properties and TimeNet for Time Series Classification. ESANN (2019)
Arijit Ukil, Soma Bandyopadhyay, Arpan Pal
DyReg-FResNet: Unsupervised Feature Space Amplified Dynamic Regularized Residual Network for Time Series Classification. IJCNN (2019)
Arijit Ukil, Ishan Sahu, Chetanya Puri, Ayan Mukherjee, Rituraj Singh, Soma Bandyopadhyay, Arpan Pal
AutoModeling: Integrated Approach for Automated Model Generation by Ensemble Selection of Feature Subset and Classifier. IJCNN (2018)
Rohan Banerjee, Sakyajit Bhattacharya, Soma Bandyopadhyay, Arpan Pal, K. M. Mandana
Non-Invasive Detection of Coronary Artery Disease Based on Clinical Information and Cardiovascular Signals: A Two-Stage Classification Approach. CBMS (2018)
Arijit Ukil, Soma Bandyopadhyay, Chetanya Puri, Rituraj Singh, Arpan Pal
Effective Noise Removal and Unified Model of Hybrid Feature Space Optimization for Automated Cardiac Anomaly Detection Using Phonocardiogarm Signals. ICASSP (2018)
Shahnawaz Alam, Rohan Banerjee, Soma Bandyopadhyay
Murmur Detection Using Parallel Recurrent & Convolutional Neural Networks. CoRR (2018)
Soma Bandyopadhyay, Arijit Ukil, Chetanya Puri, Rituraj Singh, Arpan Pal, C. A. Murthy
Pattern Analysis in Physiological Pulsatile Signals: An Aid to Personalized Healthcare. EMBC (2018)
Arijit Ukil, Soma Bandyopadhyay, Chetanya Puri, Rituraj Singh, Arpan Pal, Ayan Mukherjee
Heartmate: automated integrated anomaly analysis for effective remote cardiac health management. ICASSP (2017)
Shreyasi Datta, Chetanya Puri, Ayan Mukherjee, Rohan Banerjee, Anirban Dutta Choudhury, Rituraj Singh, Arijit Ukil, Soma Bandyopadhyay, Arpan Pal, Sundeep Khandelwal
Identifying Normal, AF and other Abnormal ECG Rhythms using a Cascaded Binary Classifier. CinC (2017)
Chetanya Puri, Rituraj Singh, Soma Bandyopadhyay, Arijit Ukil, Ayan Mukherjee
Analysis of phonocardiogram signals through proactive denoising using novel self-discriminant learner. EMBC (2017)
Arijit Ukil, Soma Bandyopadhyay, Chetanya Puri, Rituraj Singh, Arpan Pal, K. M. Mandana
CardioFit: Affordable Cardiac Healthcare Analytics for Clinical Utility Enhancement. eHealth 360° (2016)
Soma Bandyopadhyay, Krithi Ramamritham
SmartImpute: Missing Data Analytics for Smart Spaces: Poster Abstract. BuildSys@SenSys (2016)
Arijit Ukil, Soma Bandyopadhyay, Chetanya Puri, Arpan Pal
IoT Healthcare Analytics: The Importance of Anomaly Detection. AINA (2016)
Chetanya Puri, Arijit Ukil, Soma Bandyopadhyay, Rituraj Singh, Arpan Pal, Kayapanda M. Mandana
iCarMa: Inexpensive Cardiac Arrhythmia Management - An IoT Healthcare Analytics Solution. IoTofHealth@MobiSys (2016)
Soma Bandyopadhyay, Arijit Ukil, Rituraj Singh, Chetanya Puri, Arpan Pal, C. A. Murthy
3S: Sensing Sensor Signal: Demo Abstract. SenSys (2016)
Arijit Ukil, Soma Bandyopadhyay, Chetanya Puri, Arpan Pal
Heart-trend: An affordable heart condition monitoring system exploiting morphological pattern. ICASSP (2016)
Soma Bandyopadhyay, Arijit Ukil, Chetanya Puri, Rituraj Singh, Arpan Pal, K. M. Mandana, C. A. Murthy
An unsupervised learning for robust cardiac feature derivation from PPG signals. EMBC (2016)
Abhijan Bhattacharyya, Soma Bandyopadhyay, Arpan Pal, Tulika Bose
Constrained Application Protocol (CoAP) Option for No Server Response. RFC 7967 (2016)
Soma Bandyopadhyay, Arijit Ukil, Chetanya Puri, Rituraj Singh, Tulika Bose, Arpan Pal
SensIPro: Smart sensor analytics for Internet of things. ISCC (2016)
Tulika Bose, Soma Bandyopadhyay, Sudhir Kumar, Abhijan Bhattacharyya, Arpan Pal
Signal Characteristics on Sensor Data Compression in IoT - An Investigation. SECON Workshops (2016)
Tulika Bose, Soma Bandyopadhyay, Sudhir Kumar, Abhijan Bhattacharyya, Arpan Pal
Signal Characteristics on Sensor Data Compression in IoT -An Investigation. SECON (2016)
Arijit Sinharay, Arpan Pal, Snehasis Banerjee, Rohan Banerjee, Soma Bandyopadhyay, Parijat Deshpande, Ranjan Dasgupta
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) (2015)
Arijit Ukil, Soma Bandyopadhyay, Arpan Pal
IoT Data Compression: Sensor-Agnostic Approach. DCC (2015)
Arijit Ukil, Soma Bandyopadhyay, Aniruddha Sinha, Arpan Pal
Adaptive Sensor Data Compression in IoT systems: Sensor data analytics based approach. ICASSP (2015)
Abhijan Bhattacharyya, Tulika Bose, Soma Bandyopadhyay, Arijit Ukil, Arpan Pal
LESS: Lightweight Establishment of Secure Session: A Cross-Layer Approach Using CoAP and DTLS-PSK Channel Encryption. AINA Workshops (2015)
Soma Bandyopadhyay, Arijit Ukil, Chetanya Puri, Arpan Pal, Rituraj Singh, Tulika Bose
Demo: IAS: Information Analytics for Sensors. SenSys (2015)
Arijit Ukil, Soma Bandyopadhyay, Arpan Pal
Privacy for IoT: Involuntary privacy enablement for smart energy systems. ICC (2015)
Tulika Bose, Soma Bandyopadhyay, Arijit Ukil, Abhijan Bhattacharyya, Arpan Pal
Why not keep your personal data secure yet private in IoT?: Our lightweight approach. ISSNIP (2015)
Arijit Ukil, Soma Bandyopadhyay, Arpan Pal
IoT-Privacy: To be private or not to be private. INFOCOM Workshops (2014)
Arijit Ukil, Soma Bandyopadhyay, Arpan Pal
Sensitivity inspector: Detecting privacy in smart energy applications. ISCC (2014)
Arijit Ukil, Soma Bandyopadhyay, Arpan Pal
SPA: smart meter privacy analyzer: demo abstract. BuildSys@SenSys (2014)
Arijit Ukil, Soma Bandyopadhyay, Abhijan Bhattacharyya, Arpan Pal, Tulika Bose
Auth-Lite: Lightweight M2MAuthentication reinforcing DTLS for CoAP. PerCom Workshops (2014)
Arijit Ukil, Soma Bandyopadhyay, Abhijan Bhattacharyya, Arpan Pal, Tulika Bose
Lightweight security scheme for IoT applications using CoAP. Int. J. Pervasive Comput. Commun. 10 (4) (2014)
Soma Bandyopadhyay, P. Balamuralidhar, Arpan Pal
Interoperation among IoT Standards. J. ICT Stand. 1 (2) (2013)
Arijit Ukil, Soma Bandyopadhyay, Abhijan Bhattacharyya, Arpan Pal
Lightweight security scheme for vehicle tracking system using CoAP. ASPI@UbiComp (2013)
Soma Bandyopadhyay, Abhijan Bhattacharyya
Lightweight Internet protocols for web enablement of sensors using constrained gateway devices. ICNC (2013)
Abhijan Bhattacharyya, Soma Bandyopadhyay, Arpan Pal
ITS-Light: Adaptive Lightweight Scheme to Resource Optimize Intelligent Transportation Tracking System (ITS) - Customizing CoAP for Opportunistic Optimization. MobiQuitous (2013)
Soma Bandyopadhyay, Abhijan Bhattacharyya, Arpan Pal
Adapting protocol characteristics of CoAP using sensed indication for vehicular analytics. SenSys (2013)
Soma Bandyopadhyay, Abhijan Bhattacharyya
Generic Middleware Architecture Supporting Heterogeneous Sensors Management for Any Smart System. ACITY (1) (2012)
Arijit Ukil, Soma Bandyopadhyay, Joel Joseph, Vijayanand Banahatti, Sachin Lodha
Negotiation-based privacy preservation scheme in internet of things platform. SECURIT (2012)
Soma Bandyopadhyay, Munmun Sengupta, Souvik Maiti, Subhajit Dutta
A Survey of Middleware for Internet of Things. WiMo/CoNeCo (2011)