World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
32
Citations
5421
World Ranking
13029
National Ranking
175

Research.com Recognitions

  • 2020 - ACM Distinguished Member

Overview

Sourav S. Bhowmick is affiliated with Nanyang Technological University in Singapore and has a research focus primarily in the field of Computer Science, with 119 publications. Their research spans several subfields including Artificial Intelligence, Computer Vision and Pattern Recognition, Signal Processing, Computer Networks and Communications, and Information Systems.

Their main topics of work include:

  • Graph Theory and Algorithms
  • Data Management and Algorithms
  • Advanced Graph Neural Networks
  • Data Visualization and Analytics
  • Advanced Database Systems and Queries
  • Time Series Analysis and Forecasting
  • Complex Network Analysis Techniques

Bhowmick's recent papers illustrate a varied research scope with contributions to conferences and journals:

  • ShapeNet: A Shapelet-Neural Network Approach for Multivariate Time Series Classification, 2021, Proceedings of the AAAI Conference on Artificial Intelligence
  • Homogeneous network embedding for massive graphs via reweighted personalized PageRank, 2020, Proceedings of the VLDB Endowment
  • PIANO: Influence Maximization Meets Deep Reinforcement Learning, 2022, IEEE Transactions on Computational Social Systems
  • Efficient Shapelet Discovery for Time Series Classification, 2020, IEEE Transactions on Knowledge and Data Engineering
  • SVP-T: A Shape-Level Variable-Position Transformer for Multivariate Time Series Classification, 2023, Proceedings of the AAAI Conference on Artificial Intelligence

The frequent co-authors in their work include Byron Choi, Jianliang Xu, Hui Li, Guozhong Li, and Jiangtao Cui, indicating collaboration on multiple research projects.

Bhowmick has published extensively in venues such as:

  • ACM SIGMOD Record
  • arXiv (Cornell University)
  • Proceedings of the VLDB Endowment
  • Proceedings of the 2022 International Conference on Management of Data
  • Proceedings of the ACM on Management of Data

In terms of book publications, Sourav S. Bhowmick has contributed to works published by Morgan & Claypool Publishers and Springer Science+Business Media. Their titles include Plug-and-Play Visual Subgraph Query Interfaces (2023) and Big Data and Artificial Intelligence (2023).

In recognition of professional contributions, Bhowmick was awarded the ACM Distinguished Member title in 2020.

Best Publications

  • Research Issues in Web Data Mining

    Sanjay Kumar Madria;Sourav S. Bhowmick;Wee Keong Ng;Ee-Peng Lim

  • A survey of Web metrics

    Devanshu Dhyani;Wee Keong Ng;Sourav S. Bhowmick

  • Association Rule Mining: A Survey

    Qiankun Zhao;Sourav S. Bhowmick

  • Sequential Pattern Mining: A Survey

    Qiankun Zhao;Sourav S. Bhowmick

  • ShapeNet: A Shapelet-Neural Network Approach for Multivariate Time Series Classification

    Guozhong Li;Byron Choi;Jianliang Xu;Sourav S. Bhowmick

  • Mobile data and transaction management

    Sanjay Kumar Madria;Mukesh Mohania;Sourav S. Bhowmick;Bharat Bhargava

  • Clustering and Summarizing Protein-Protein Interaction Networks: A Survey

    Sourav S. Bhowmick;Boon Siew Seah

  • Conformity-aware influence maximization in online social networks

    Hui Li;Sourav S. Bhowmick;Aixin Sun;Jiangtao Cui

  • Event detection from evolution of click-through data

    Qiankun Zhao;Tie-Yan Liu;Sourav S. Bhowmick;Wei-Ying Ma

  • Time-dependent semantic similarity measure of queries using historical click-through data

    Qiankun Zhao;Steven C. H. Hoi;Tie-Yan Liu;Sourav S. Bhowmick

  • Tag-based social image retrieval: An empirical evaluation

    Aixin Sun;Sourav S. Bhowmick;Khanh Tran Nam Nguyen;Ge Bai

  • DUALSIM: Parallel Subgraph Enumeration in a Massive Graph on a Single Machine

    Hyeonji Kim;Juneyoung Lee;Sourav S. Bhowmick;Wook-Shin Han

  • In search of influential event organizers in online social networks

    Kaiyu Feng;Gao Cong;Sourav S. Bhowmick;Shuai Ma

  • Homogeneous network embedding for massive graphs via reweighted personalized PageRank

    Renchi Yang;Jieming Shi;Xiaokui Xiao;Yin Yang

  • An XML Schema integration and query mechanism system

    Sanjay Madria;Kalpdrum Passi;Sourav Bhowmick

  • Web warehousing: an algebra for web information

    W.-K. Ng;E.-P. Lim;C.-T. Huang;S. Bhowmick

  • A Model for XML Schema Integration

    Kalpdrum Passi;Louise Lane;Sanjay Kumar Madria;Bipin C. Sakamuri

  • Efficient Shapelet Discovery for Time Series Classification

    Guozhong Li;Byron Koon Kau Choi;Jianliang Xu;Sourav S. Bhowmick

  • Image tag clarity: in search of visual-representative tags for social images

    Aixin Sun;Sourav S. Bhowmick

  • CASINO: towards conformity-aware social influence analysis in online social networks

    Hui Li;Sourav S. Bhowmick;Aixin Sun

  • GetReal: Towards Realistic Selection of Influence Maximization Strategies in Competitive Networks

    Hui Li;Sourav S. Bhowmick;Jiangtao Cui;Yunjun Gao

Frequent Co-Authors

Wee Keong Ng
Wee Keong Ng Nanyang Technological University
Aixin Sun
Aixin Sun Nanyang Technological University
Ee-Peng Lim
Ee-Peng Lim Singapore Management University
Jianliang Xu
Jianliang Xu Hong Kong Baptist University
Shuigeng Zhou
Shuigeng Zhou Fudan University
Hanry Yu
Hanry Yu National University of Singapore
Xiaokui Xiao
Xiaokui Xiao National University of Singapore
Mukesh K. Mohania
Mukesh K. Mohania Indraprastha Institute of Information Technology Delhi
Adam Jatowt
Adam Jatowt University of Innsbruck

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