Research Areas

• Database

Research Interests

• Information Integration
• Data Management
• Data Analysis

Profile

Stéphane Bressan is Associate Professor in the Department of Computer Science of the School of Computing (SoC) of the National University of Singapore (NUS). Stéphane is Track Leader for Maritime Information Technologies at NUS Centre for Maritime Studies (CMS). He is Affiliate Professor at NUS Business Analytics Centre and Faculty Affiliate at NUS Institute of Data Science. He is also a member of the Image & Pervasive Access Lab (IPAL) (Singapore-France CNRS UMI 29255). In 1990, Stéphane joined the European Computer-industry Research Centre (ECRC) of Bull, ICL, and Siemens in Munich (Germany). In 1994, he was appointed site Leader of the Database Platform project and Principal Investigator and Work-package Manager for the European IDEA ESPRIT project on Intelligent Databases. From 1996 to 1998, he was Research Associate at the Sloan School of Management of the Massachusetts Institute of Technology (MIT) (United States of America).

Current Projects

Selected Publications

• Generating Fake but Realistic Headlines Using Deep Neural Networks
  Ashish Dandekar, Remmy AM Zen, Stéphane Bressan
  International Conference on Database and Expert Systems Applications Pages 427-440 Publisher Springer (2017)

• Anomaly detection and identification scheme for VM live migration in cloud infrastructure
  Tian Huang, Yongxin Zhu, Yafei Wu, Stéphane Bressan, Gillian Dobbie
  Future Generation Computer Systems Volume
  56 Pages 736-745 Publisher North-Holland (2016)

• Regularized cost-model oblivious database tuning with reinforcement learning
  Debabrota Basu, Qian Lin, Weidong Chen, Hoang Tam Vo, Zihong Yuan, Pierre Senellart, Stéphane Bressan
  Transactions on Large-Scale Data-and Knowledge-Centered Systems XXVIII Pages 96-132 Publisher Springer (2016)

• An effective and efficient parallel approach for random graph generation over GPUs.
  Stéphane Bressan, Alfredo Cuzzocrea, Panagiotis Karras, Xuesong Lu, Sadegh Heyrani-Nobari
  J. Parallel Distrib. Comput. 73(3): 303-316 (2013)

• Current Approaches to XML Management. 
  Ullas Nambiar, Zoé Lacroix, Stéphane Bressan, Mong-Li Lee, Ying Guang Li
  IEEE Internet Computing 6(4): 43-51 (2002)

• Mining term association rules for automatic global query expansion: methodology and preliminary results
  Jie Wei, Stéphane Bressan, Beng Chin Ooi
  Web Information Systems Engineering, 2000. Proceedings of the First International Conference on
  Volume 1 Pages 366-373 Publisher IEEE (2000)

• Indexing the edges—a simple and yet efficient approach to high-dimensional indexing
  Beng Chin Ooi, Kian-Lee Tan, Cui Yu, Stephane Bressan
  Proceedings of the nineteenth ACM SIGMOD-SIGACT-SIGART Symposium on Principles of database systems
  Pages 166-174 Publisher ACM (2000)

• Context Interchange: New features and formalisms for the intelligent integration of information
  Cheng Hian Goh, Stéphane Bressan, Stuart Madnick, Michael Siegel
  ACM Transactions on Information Systems (TOIS) Volume 17 Issue 3
  Pages 270-293 Publisher ACM (1999)

Awards & Honours

Teaching (2019/2020)

• CS5421: Database Applications Design and Tuning
• IT2002: Database Technology and Management
• CS4221: Database Applications Design and Tuning
• BT5110: Data Management and Warehousing
• CS3234: Logic and Formal Systems