Publications

Journals:

1. S. Kumar, S. Chattopadhyay, C. Adak, “TPMCF: Temporal QoS Prediction using Multi-Source Collaborative Features,”  IEEE Trans. on Network and Service Management, 2024 (accepted).

2. C. Adak, S. Chattopadhyay, M. Saqib, “Deep Analysis of Visual Product Reviews”, IEEE Trans. on Emerging Topics in Computational Intelligence, 2023. (accepted) (link)

3. R. R. Chowdhury, S. Chattopadhyay, C. Adak, “CAHPHF: Context-Aware Hierarchical QoS Prediction with Hybrid Filtering”, IEEE Trans. on Services Computing (TSC), vol. 15, no. 4, pp. 2232-2247, 2022. (link)

4. S. Chattopadhyay, A. Banerjee,  “QoS aware Automatic Web Service Composition with Multiple Objectives”, ACM Trans. on Web (TWeb), vol. 14, no. 3, pp. 12:1–12:38, 2020. (link)

5. S. Chattopadhyay, A. Banerjee, “QoS constrained service large scale web service composition using Abstraction Refinement”, IEEE Trans. on Services Computing (TSC), vol. 13, no. 3, pp. 529-544, 2020. (link)

6. S. Chattopadhyay, A. Banerjee, N. Banerjee, “A Fast and Scalable Mechanism for Web Service Composition”, ACM Trans. on Web (TWeb), vol. 11, no. 4, pp. 26:1–26:36, 2017. (link)

Conferences:

1. S. Chattopadhyay, R. Chanda, S. Kumar, C. Adak, “OffDQ: An Offline Deep Learning Framework for QoS Prediction”, 31st The ACM Web Conference (WWW), pp. 1987-1996, Lyon, France, 2022. (link)

2. S. Kumar, S. Chattopadhyay, “TRQP: Trust-Aware Real-Time QoS Prediction Framework Using Graph-Based Learning”, 20th International Conference on Service Oriented Computing (ICSOC), pp. 143-152, Spain, 2022. (link)

3. A. Dixit, S. Chattopadhyay, “Demystifying Heart Failure with Mid-Range Ejection Fraction Us- ing Machine Learning”, 48th Computing in Cardiology (CinC), pp. 1-4, Brno, Czech Republic, 2021. (link)

4. R. Mudam, S. Bhartia, S. Chattopadhyay, A. Bhattacharya, “Mobility-Aware Service Placement for Vehicular Users in Edge-Cloud Environment”, 18th International Conference on Service Oriented Computing (ICSOC), pp. 248-265, Dubai, 2020. (link)

5. S. Chattopadhyay, R. Ghosh, A. Banerjee, A. Gupta, A. Jain, “FINESSE : Fair Incentives for Enterprise Employees”, 14th International Conference on Research Challenges in Information Science (RCIS), Cyprus, pp. 191--211, 2020. (link)

6. S. Chattopadhyay, A. Banerjee, “QoS Value Prediction Using a Combination of Filtering Method and Neural Network Regression”, 17th International Conference on Service Oriented Computing (ICSOC), France, pp. 135 - 150, 2019. (link)

7. S. Chattopadhyay, A. Banerjee, “Towards Scalable Semantic Service Composition”, 12th IEEE Conference on Service-Oriented Computing and Applications (SOCA), Taiwan, pp. 41 - 48, 2019. (link)

8. S. Chattopadhyay, A. Banerjee, “A Variation Aware Composition Model for Dynamic Web Service Environments”, 16th International Conference on Service Oriented Computing (ICSOC), China, pp. 694 - 713, 2018. (link)

9. S. Chattopadhyay, A. Banerjee, B. Yu, “A Utility-Driven Data Transmission Optimization Strategy in Large Scale Cyber-Physical Systems”, Design, Automation and Test in Europe (DATE), Switzerland, pp. 1619–1622, 2017. (link)

10. S. Chattopadhyay, A. Banerjee, “QSCAS: QoS Aware Web Service Composition Algorithms with Stochastic Parameters”, IEEE International Conference on Web Services (ICWS), San Francisco, pp. 388–395, 2016. (link)

11. S. Chattopadhyay, A. Banerjee, N. Banerjee, “A Scalable Rule Engine Architecture for Service Execution Frameworks”, IEEE International Conference on Services Computing (SCC), San Francisco, pp. 689-696, 2016. (link)

12. S. Chattopadhyay, A. Banerjee, T. Mukherjee, “A Framework for Top Service Subscription Recommendations for Service Assemblers”, IEEE International Conference on Services Computing (SCC), San Francisco, pp. 332–339, 2016. (link)

13. R. Ghosh, A. Gupta, S. Chattopadhyay, A. Banerjee, K. Dasgupta, “CoCOA: A Framework for Comparing Aggregate Client Operations in BPO Services”, IEEE International Conference on Services Computing (SCC), San Francisco, pp. 539–546, 2016. (link)

14. D. Bhattacharjee, S. Chattopadhyay, A. Banerjee, “EAST: Efficient Assertion Simulation Techniques”, Design, Automation & Test in Europe (DATE), Germany, pp. 1363–1368, 2016. (link)

15. S. Dutta, S. Chattopadhyay, A. Banerjee, P. Dasgupta, “A new approach for minimal environment construction for modular property verification”, 24th Asian Test Symposium (ATS), India, pp. 205-210, 2015. (link)

16. S. Chattopadhyay, S. Dutta, A. Banerjee, “A framework for fast service verification and query execution using Boolean service rules”, 9th Asia Pacific Service Computing Conference (APSCC), Thailand, pp. 17-32, 2015. (link)

17. S. Chattopadhyay, A. Banerjee, N. Banerjee, “A Scalable and Approximate Mechanism for Web Service Composition”, International Conference on Web Services (ICWS), New York, pp. 9-16, 2015. (link)

18. S. Chattopadhyay, A. Banerjee, N. Banerjee, “A Scalable Architecture for Rule Engine Based Clinical Decision Support Systems”, 15th World Congress on Health and Biomedical Informatics (MedInfo), São Paulo, Brazil, pp. 947, 2015. (link)

19. S. Chattopadhyay, A. Banerjee, N. Banerjee, “A Data Distribution Model for Large-scale Context Aware Systems”, 10th Int. Conf. on Mobile and Ubiquitous Systems: Computing, Networking, and Services (MobiQuitous), Japan, pp. 615-627, 2013. (link)

Book Chapter:

1. S. Chattopadhyay, A. Banerjee, N. Banerjee, and B. Yu “A Utility-Driven Data Transmission Optimization Strategy in Large-Scale Cyber-Physical Systems”, in Hu S., Yu B. (eds) Big Data Analytics for Cyber-Physical Systems. Springer, Cham. https://doi.org/10.1007/978-3-030-43494-6_2, pp. 13-42, 2020. (link)

2. C. Adak, D. Ghosh, R. R. Chowdhury, S. Chattopadhyay, “COVID-19-affected Medical Image Analysis using Denser Net”, Chapter 11, Eds. U. Kose et al., Data Science for COVID-19, Elsevier, ISBN: 9780128245361, pp. 213-230, 2021. (link). 

Workshop:

1. S. Chattopadhyay, H.S. Paul, A. Banerjee, “On Composition of Checkpoint and Recovery Protocols for Distributed Systems”, Proc. Service-Oriented Computing (ICSOC) Workshop, India, pp. 231–242, 2015. (link)

Symposium:

1. S. Chattopadhyay, A. Banerjee, “Algorithmic Strategies for Sensing-as-a-Service in the Internet-of-Things Era”. Proc. Utility and Cloud Computing (UCC), Cyprus, pp. 387-390, 2015. (link)

Patents Filed:

1. R. Ghosh, S. Chattopadhyay, A. Banerjee, K. Dasgupta, A. Garg, V. Setia, “Fairness evaluation framework for incentive schemes in a service-based environment”, 2015, (US patent filed jointly with Xerox Research Centre, India, Application No. US20180046967A1). (link)

2. R. Ghosh, S. Chattopadhyay, A. Banerjee, K. Dasgupta, P. Varma, “Unified incentive framework for task-oriented services”, 2015 (US patent filed jointly with Xerox Research Centre, India, Application No. US20180025374A1). (link)

3. R. Ghosh, A. Gupta, S. Chattopadhyay, A. Banerjee, K. Dasgupta, A. Garg, “Methods and systems for analyzing aggregate operational efficiency of business services”, 2015 (US patent filed jointly with Xerox Research Centre, India, Application No. US20170372248A1). (link)

Google Scholar

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