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ORCIDSoma Bandyopadhyay
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- affiliation: TCS Research, TATA Consultancy Services, Kolkata, India
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Journal Articles
- 2024
[j4]Soma Bandyopadhyay
, Anish Datta, Ramesh Kumar Ramakrishnan, Arpan Pal:
Generalizable Journey Mode Detection Using Unsupervised Representation Learning. IEEE Trans. Intell. Transp. Syst. 25(7): 6917-6926 (2024)- 2021
- [j3]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): 45-52 (2021) - 2014
- [j2]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): 372-392 (2014) - 2013
- [j1]Soma Bandyopadhyay, P. Balamuralidhar, Arpan Pal:
Interoperation among IoT Standards. J. ICT Stand. 1(2): 253-270 (2013)
Conference and Workshop Papers
- 2023
- [c44]Soma Bandyopadhyay, Sudeshna Sarkar:
Exploring Causality Aware Data Synthesis. AIMLSystems 2023: 15:1-15:9 - [c43]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: 29:1-29:7 - 2022
- [c42]Anish Datta, Soma Bandyopadhyay, Shruti Sachan, Arpan Pal:
Unsupervised Feature Recommendation using Representation Learning. EUSIPCO 2022: 1591-1595 - [c41]Soma Bandyopadhyay, Anish Datta, Arpan Pal, Srinivas Raghu Raman Gadepally:
Intelligent Continuous Monitoring to Handle Data Distributional Changes for IoT Systems. SenSys 2022: 1189-1195 - 2020
- [c40]Arijit Ukil, Soma Bandyopadhyay, Arpan Pal:
Sig-R2ResNet: Residual Network with Signal Processing-refined Residual Mapping, Auto-tuned L1-Regularization with Modified Adam Optimizer for Time Series Classification. IJCNN 2020: 1-8 - 2019
- [c39]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 - [c38]Arijit Ukil, Soma Bandyopadhyay, Arpan Pal:
DyReg-FResNet: Unsupervised Feature Space Amplified Dynamic Regularized Residual Network for Time Series Classification. IJCNN 2019: 1-8 - 2018
- [c37]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: 205-210 - [c36]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: 482-485 - [c35]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: 866-870 - [c34]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: 1-8 - 2017
- [c33]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 - [c32]Chetanya Puri, Rituraj Singh, Soma Bandyopadhyay, Arijit Ukil, Ayan Mukherjee:
Analysis of phonocardiogram signals through proactive denoising using novel self-discriminant learner. EMBC 2017: 2753-2756 - [c31]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: 6578-6579 - 2016
- [c30]Arijit Ukil, Soma Bandyopadhyay, Chetanya Puri, Arpan Pal:
IoT Healthcare Analytics: The Importance of Anomaly Detection. AINA 2016: 994-997 - [c29]Chetanya Puri, Arijit Ukil, Soma Bandyopadhyay, Rituraj Singh, Arpan Pal, Ayan Mukherjee, Debayan Mukherjee:
Classification of Normal and Abnormal Heart Sound Recordings through Robust Feature Selection. CinC 2016 - [c28]Arijit Ukil, Soma Bandyopadhyay, Chetanya Puri, Arpan Pal, Kayapanda M. Mandana:
Cardiac Condition Monitoring through Photoplethysmogram Signal Denoising Using Wearables: Can We Detect Coronary Artery Disease with Higher Performance Efficacy? CinC 2016 - [c27]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: 390-396 - [c26]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: 740-743 - [c25]Arijit Ukil, Soma Bandyopadhyay, Chetanya Puri, Arpan Pal:
Heart-trend: An affordable heart condition monitoring system exploiting morphological pattern. ICASSP 2016: 6260-6264 - [c24]Soma Bandyopadhyay, Arijit Ukil, Chetanya Puri, Rituraj Singh, Tulika Bose, Arpan Pal:
SensIPro: Smart sensor analytics for Internet of things. ISCC 2016: 415-421 - [c23]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: 3-8 - [c22]Tulika Bose, Soma Bandyopadhyay, Sudhir Kumar, Abhijan Bhattacharyya, Arpan Pal:
Signal Characteristics on Sensor Data Compression in IoT -An Investigation. SECON 2016: 1-6 - [c21]Tulika Bose, Soma Bandyopadhyay, Sudhir Kumar, Abhijan Bhattacharyya, Arpan Pal:
Signal Characteristics on Sensor Data Compression in IoT - An Investigation. SECON Workshops 2016: 1-6 - [c20]Soma Bandyopadhyay, Krithi Ramamritham:
SmartImpute: Missing Data Analytics for Smart Spaces: Poster Abstract. BuildSys@SenSys 2016: 255-256 - [c19]Soma Bandyopadhyay, Arijit Ukil, Rituraj Singh, Chetanya Puri, Arpan Pal, C. A. Murthy:
3S: Sensing Sensor Signal: Demo Abstract. SenSys 2016: 302-303 - 2015
- [c18]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: 682-687 - [c17]Arijit Ukil, Soma Bandyopadhyay, Arpan Pal:
IoT Data Compression: Sensor-Agnostic Approach. DCC 2015: 303-312 - [c16]Arijit Ukil, Soma Bandyopadhyay, Aniruddha Sinha, Arpan Pal:
Adaptive Sensor Data Compression in IoT systems: Sensor data analytics based approach. ICASSP 2015: 5515-5519 - [c15]Arijit Ukil, Soma Bandyopadhyay, Arpan Pal:
Privacy for IoT: Involuntary privacy enablement for smart energy systems. ICC 2015: 536-541 - [c14]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: 536-542 - [c13]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: 1-6 - [c12]Soma Bandyopadhyay, Arijit Ukil, Chetanya Puri, Arpan Pal, Rituraj Singh, Tulika Bose:
Demo: IAS: Information Analytics for Sensors. SenSys 2015: 469-470 - 2014
- [c11]Arijit Ukil, Soma Bandyopadhyay, Arpan Pal:
IoT-Privacy: To be private or not to be private. INFOCOM Workshops 2014: 123-124 - [c10]Arijit Ukil, Soma Bandyopadhyay, Arpan Pal:
Sensitivity inspector: Detecting privacy in smart energy applications. ISCC 2014: 1-6 - [c9]Arijit Ukil, Soma Bandyopadhyay, Abhijan Bhattacharyya, Arpan Pal, Tulika Bose:
Auth-Lite: Lightweight M2MAuthentication reinforcing DTLS for CoAP. PerCom Workshops 2014: 215-219 - [c8]Arijit Ukil, Soma Bandyopadhyay, Arpan Pal:
SPA: smart meter privacy analyzer: demo abstract. BuildSys@SenSys 2014: 192-193 - 2013
- [c7]Arijit Ukil, Soma Bandyopadhyay, Abhijan Bhattacharyya, Arpan Pal:
Lightweight security scheme for vehicle tracking system using CoAP. ASPI@UbiComp 2013: 3:1-3:8 - [c6]Soma Bandyopadhyay, Abhijan Bhattacharyya:
Lightweight Internet protocols for web enablement of sensors using constrained gateway devices. ICNC 2013: 334-340 - [c5]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: 710-715 - [c4]Soma Bandyopadhyay, Abhijan Bhattacharyya, Arpan Pal:
Adapting protocol characteristics of CoAP using sensed indication for vehicular analytics. SenSys 2013: 48:1-48:2 - 2012
- [c3]Soma Bandyopadhyay, Abhijan Bhattacharyya:
Generic Middleware Architecture Supporting Heterogeneous Sensors Management for Any Smart System. ACITY (1) 2012: 395-404 - [c2]Arijit Ukil, Soma Bandyopadhyay, Joel Joseph, Vijayanand Banahatti, Sachin Lodha:
Negotiation-based privacy preservation scheme in internet of things platform. SECURIT 2012: 75-84 - 2011
- [c1]Soma Bandyopadhyay, Munmun Sengupta, Souvik Maiti, Subhajit Dutta:
A Survey of Middleware for Internet of Things. WiMo/CoNeCo 2011: 288-296
Parts in Books or Collections
- 2020
- [p1]Soma Bandyopadhyay, S. S. Thakur:
Product Prediction and Recommendation in E-Commerce Using Collaborative Filtering and Artificial Neural Networks: A Hybrid Approach. Intelligent Computing Paradigm 2020: 59-67
Informal and Other Publications
- 2022
- [i5]Soma Bandyopadhyay, Anish Datta, Shruti Sachan, Arpan Pal:
Unsupervised Driving Behavior Analysis using Representation Learning and Exploiting Group-based Training. CoRR abs/2205.07870 (2022) - 2021
- [i4]Soma Bandyopadhyay, Anish Datta, Arpan Pal:
Hierarchical Clustering using Auto-encoded Compact Representation for Time-series Analysis. CoRR abs/2101.03742 (2021) - [i3]Soma Bandyopadhyay, Anish Datta, Arpan Pal:
Automated Label Generation for Time Series Classification with Representation Learning: Reduction of Label Cost for Training. CoRR abs/2107.05458 (2021) - 2018
- [i2]Shahnawaz Alam, Rohan Banerjee, Soma Bandyopadhyay:
Murmur Detection Using Parallel Recurrent & Convolutional Neural Networks. CoRR abs/1808.04411 (2018) - 2016
- [i1]Abhijan Bhattacharyya, Soma Bandyopadhyay, Arpan Pal, Tulika Bose:
Constrained Application Protocol (CoAP) Option for No Server Response. RFC 7967: 1-18 (2016)
Coauthor Index
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last updated on 2024-07-20 21:22 CEST by the dblp team
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