Soumi Chattopadhyay

Employment

• Indian Institute of Technology Indore Assistant Professor
  2023 - Present
• Indian Institute of Information Technology Guwahati Assistant Professor
  2018 - 2023

Education

• Indian Statistical Institute PhD
  2014 - 2019
• Indian Statistical Institute M.Tech.
  2012 - 2014

Projects & Funding

Projects & funding information is unavailable.

Publications (33)

• Detecting Severity of Diabetic Retinopathy from Fundus Images using Ensembled Transformers
  arXiv 2023 DOI: 10.48550/arXiv.2301.00973
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• CAHPHF: Context-Aware Hierarchical QoS Prediction With Hybrid Filtering
  IEEE Transactions on Services Computing 2022 DOI: 10.1109/TSC.2020.3041626
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• Deep Analysis of Visual Product Reviews
  arXiv 2022 DOI: 10.48550/arXiv.2207.09499
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• OffDQ: An Offline Deep Learning Framework for QoS Prediction
  WWW 2022 - Proceedings of the ACM Web Conference 2022 2022 DOI: 10.1145/3485447.3512107
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• TRQP: Trust-Aware Real-Time QoS Prediction Framework Using Graph-Based Learning
  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022 DOI: 10.1007/978-3-031-20984-0_10
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• COVID-19-affected medical image analysis using DenserNet
  Data Science for COVID-19 Volume 1: Computational Perspectives 2021 DOI: 10.1016/B978-0-12-824536-1.00021-6
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• Demystifying Heart Failure with Mid-Range Ejection Fraction Using Machine Learning
  Computing in Cardiology 2021 DOI: 10.23919/CinC53138.2021.9662749
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• FES: A fast efficient scalable QoS prediction framework
  arXiv 2021
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• CAHPHF: Context-aware hierarchical QoS prediction with hybrid filtering
  arXiv 2020
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• QoS-aware Automatic Web Service Composition with Multiple Objectives
  ACM Transactions on the Web 2020 DOI: 10.1145/3389147
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