Soma Bandyopadhyay

According to our database, Soma Bandyopadhyay authored at least 50 papers between 2011 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Unsupervised Driving Behavior Analysis using Representation Learning and Exploiting Group-based Training.

Soma Bandyopadhyay, Anish Datta, Shruti Sachan, Arpan Pal

CoRR, 2022

Intelligent Continuous Monitoring to Handle Data Distributional Changes for IoT Systems.

Soma Bandyopadhyay, Anish Datta, Arpan Pal, Srinivas Raghu Raman Gadepally

Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022

Unsupervised Feature Recommendation using Representation Learning.

Anish Datta, Soma Bandyopadhyay, Shruti Sachan, Arpan Pal

Proceedings of the 30th European Signal Processing Conference, 2022

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, J. K. Mandal

Innov. Syst. Softw. Eng., 2021

Automated Label Generation for Time Series Classification with Representation Learning: Reduction of Label Cost for Training.

Soma Bandyopadhyay, Anish Datta, Arpan Pal

CoRR, 2021

Hierarchical Clustering using Auto-encoded Compact Representation for Time-series Analysis.

Soma Bandyopadhyay, Anish Datta, Arpan Pal

CoRR, 2021

2020

Product Prediction and Recommendation in E-Commerce Using Collaborative Filtering and Artificial Neural Networks: A Hybrid Approach.

Soma Bandyopadhyay, S. S. Thakur

Proceedings of the Intelligent Computing Paradigm: Recent Trends, 2020

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

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

DyReg-FResNet: Unsupervised Feature Space Amplified Dynamic Regularized Residual Network for Time Series Classification.

Arijit Ukil, Soma Bandyopadhyay, Arpan Pal

Proceedings of the International Joint Conference on Neural Networks, 2019

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, Gautam Shroff

Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

2018

Murmur Detection Using Parallel Recurrent & Convolutional Neural Networks.

Shahnawaz Alam, Rohan Banerjee, Soma Bandyopadhyay

CoRR, 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

Proceedings of the 2018 International Joint Conference on Neural Networks, 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

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Pattern Analysis in Physiological Pulsatile Signals: An Aid to Personalized Healthcare.

Soma Bandyopadhyay, Arijit Ukil, Chetanya Puri, Rituraj Singh, Arpan Pal, C. A. Murthy

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

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, K. M. Mandana

Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

2017

Heartmate: automated integrated anomaly analysis for effective remote cardiac health management.

Arijit Ukil, Soma Bandyopadhyay, Chetanya Puri, Rituraj Singh, Arpan Pal, Ayan Mukherjee

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Analysis of phonocardiogram signals through proactive denoising using novel self-discriminant learner.

Chetanya Puri, Rituraj Singh, Soma Bandyopadhyay, Arijit Ukil, Ayan Mukherjee

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

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, Sundeep Khandelwal

Proceedings of the Computing in Cardiology, 2017

2016

Constrained Application Protocol (CoAP) Option for No Server Response.

Abhijan Bhattacharyya, Soma Bandyopadhyay, Arpan Pal, Tulika Bose

RFC, August, 2016

3S: Sensing Sensor Signal: Demo Abstract.

Soma Bandyopadhyay, Arijit Ukil, Rituraj Singh, Chetanya Puri, Arpan Pal, C. A. Murthy

Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems, SenSys 2016, 2016

SmartImpute: Missing Data Analytics for Smart Spaces: Poster Abstract.

Soma Bandyopadhyay, Krithi Ramamritham

Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

Signal Characteristics on Sensor Data Compression in IoT - An Investigation.

Tulika Bose, Soma Bandyopadhyay, Sudhir Kumar, Abhijan Bhattacharyya, Arpan Pal

Proceedings of the IEEE International Conference on Sensing, Communication and Networking, 2016

iCarMa: Inexpensive Cardiac Arrhythmia Management - An IoT Healthcare Analytics Solution.

Chetanya Puri, Arijit Ukil, Soma Bandyopadhyay, Rituraj Singh, Arpan Pal, Kayapanda M. Mandana

Proceedings of the First Workshop on IoT-enabled Healthcare and Wellness Technologies and Systems, 2016

SensIPro: Smart sensor analytics for Internet of things.

Soma Bandyopadhyay, Arijit Ukil, Chetanya Puri, Rituraj Singh, Tulika Bose, Arpan Pal

Proceedings of the IEEE Symposium on Computers and Communication, 2016

Heart-trend: An affordable heart condition monitoring system exploiting morphological pattern.

Arijit Ukil, Soma Bandyopadhyay, Chetanya Puri, Arpan Pal

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

An unsupervised learning for robust cardiac feature derivation from PPG signals.

Soma Bandyopadhyay, Arijit Ukil, Chetanya Puri, Rituraj Singh, Arpan Pal, K. M. Mandana, C. A. Murthy

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

CardioFit: Affordable Cardiac Healthcare Analytics for Clinical Utility Enhancement.

Arijit Ukil, Soma Bandyopadhyay, Chetanya Puri, Rituraj Singh, Arpan Pal, K. M. Mandana

Proceedings of the eHealth 360°, 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, Kayapanda M. Mandana

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Classification of Normal and Abnormal Heart Sound Recordings through Robust Feature Selection.

Chetanya Puri, Arijit Ukil, Soma Bandyopadhyay, Rituraj Singh, Arpan Pal, Ayan Mukherjee, Debayan Mukherjee

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

IoT Healthcare Analytics: The Importance of Anomaly Detection.

Arijit Ukil, Soma Bandyopadhyay, Chetanya Puri, Arpan Pal

Proceedings of the 30th IEEE International Conference on Advanced Information Networking and Applications, 2016

2015

Demo: IAS: Information Analytics for Sensors.

Soma Bandyopadhyay, Arijit Ukil, Chetanya Puri, Arpan Pal, Rituraj Singh, Tulika Bose

Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 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

Proceedings of the Tenth IEEE International Conference on Intelligent Sensors, 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, Snehasis Banerjee, Rohan Banerjee, Soma Bandyopadhyay, Parijat Deshpande, Ranjan Dasgupta

Proceedings of the Internet of Things. IoT Infrastructures, 2015

Privacy for IoT: Involuntary privacy enablement for smart energy systems.

Arijit Ukil, Soma Bandyopadhyay, Arpan Pal

Proceedings of the 2015 IEEE International Conference on Communications, 2015

Adaptive Sensor Data Compression in IoT systems: Sensor data analytics based approach.

Arijit Ukil, Soma Bandyopadhyay, Aniruddha Sinha, Arpan Pal

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

IoT Data Compression: Sensor-Agnostic Approach.

Arijit Ukil, Soma Bandyopadhyay, Arpan Pal

Proceedings of the 2015 Data Compression Conference, 2015

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

Proceedings of the 29th IEEE International Conference on Advanced Information Networking and Applications Workshops, 2015

2014

Lightweight security scheme for IoT applications using CoAP.

Arijit Ukil, Soma Bandyopadhyay, Abhijan Bhattacharyya, Arpan Pal, Tulika Bose

Int. J. Pervasive Comput. Commun., 2014

SPA: smart meter privacy analyzer: demo abstract.

Arijit Ukil, Soma Bandyopadhyay, Arpan Pal

Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, 2014

Auth-Lite: Lightweight M2MAuthentication reinforcing DTLS for CoAP.

Arijit Ukil, Soma Bandyopadhyay, Abhijan Bhattacharyya, Arpan Pal, Tulika Bose

Proceedings of the 2014 IEEE International Conference on Pervasive Computing and Communication Workshops, 2014

Sensitivity inspector: Detecting privacy in smart energy applications.

Arijit Ukil, Soma Bandyopadhyay, Arpan Pal

Proceedings of the IEEE Symposium on Computers and Communications, 2014

IoT-Privacy: To be private or not to be private.

Arijit Ukil, Soma Bandyopadhyay, Arpan Pal

Proceedings of the 2014 Proceedings IEEE INFOCOM Workshops, Toronto, ON, Canada, April 27, 2014

2013

Interoperation among IoT Standards.

Soma Bandyopadhyay, P. Balamuralidhar, Arpan Pal

J. ICT Stand., 2013

Adapting protocol characteristics of CoAP using sensed indication for vehicular analytics.

Soma Bandyopadhyay, Abhijan Bhattacharyya, Arpan Pal

Proceedings of the 11th ACM Conference on Embedded Network Sensor Systems, 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

Proceedings of the Mobile and Ubiquitous Systems: Computing, Networking, and Services, 2013

Lightweight Internet protocols for web enablement of sensors using constrained gateway devices.

Soma Bandyopadhyay, Abhijan Bhattacharyya

Proceedings of the International Conference on Computing, Networking and Communications, 2013

Lightweight security scheme for vehicle tracking system using CoAP.

Arijit Ukil, Soma Bandyopadhyay, Abhijan Bhattacharyya, Arpan Pal

Proceedings of the International Workshop on Adaptive Security, 2013

2012

Negotiation-based privacy preservation scheme in internet of things platform.

Arijit Ukil, Soma Bandyopadhyay, Joel Joseph, Vijayanand Banahatti, Sachin Lodha

Proceedings of the First International Conference on Security of Internet of Things, 2012

Generic Middleware Architecture Supporting Heterogeneous Sensors Management for Any Smart System.

Soma Bandyopadhyay, Abhijan Bhattacharyya

Proceedings of the Advances in Computing and Information Technology - Proceedings of the Second International Conference on Advances in Computing and Information Technology (ACITY) July 13-15, 2012, Chennai, India, 2012

2011

A Survey of Middleware for Internet of Things.

Soma Bandyopadhyay, Munmun Sengupta, Souvik Maiti, Subhajit Dutta

Proceedings of the Recent Trends in Wireless and Mobile Networks, 2011