Publications

  1. Md Abdul Kader, Arnold P. Boedihardjo, Sheikh Motahar Naim, M. Shahriar Hossain. Contextual Embedding for Distributed Representations of Entities in a Text Corpus, KDD BigMine 2016. (pdf)
  2. Sheikh Motahar Naim, Md Abdul Kader, Arnold P. Boedihardjo, M. Shahriar Hossain. Encoding Lineage in Scholarly Articles. AAAI Conference on Artificial Intelligence (AAAI-16), Workshop on Scholarly Big Data: AI Perspectives, Challenges, and Ideas, 2016. (pdf)
  3. Md Abdul Kader, Sheikh Motahar Naim, Arnold P. Boedihardjo, M. Shahriar Hossain. Connecting the Dots using Contextual Information Hidden in Text and Images. AAAI Conference on Artificial Intelligence (AAAI-16), Student abstract program, 2016. (Link)
  4. Debakar Shamanta, Sheikh Motahar Naim, Parang Saraf, Naren Ramakrishnan, M. Shahriar Hossain. Concurrent Inference of Topic Models and Distributed Vector Representations. The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery (ECML PKDD ’15), 2015. (pdf) (Supplementary materials)
  5. David R. Easterling, M. Shahriar Hossain, Layne T. Watson, Naren Ramakrishnan. Studying Constrained Clustering Problems Using Homotopy Maps. INFORMS Computing Society Conference on Operations Research and Computing: Algorithms and Software for Analytics, Pages: 88-102, 2015.
  6. Ali Jalal-Kamali, M. Shahriar Hossain, Vladik Kreinovich. How to Understand Connections Based on Big Data: From Cliques to Flexible Granules. Information Granularity, Big Data, and Computational Intelligence. Springer International Publishing, Volume 8, Pages: 63-87, 2014. (pdf) (Springer International Publishing)
  7. M. Shahriar Hossain, Manish Marwah, Amip Shah, Layne T. Watson, and Naren Ramakrishnan. AutoLCA: A Framework for Sustainable Redesign and Assessment of Products. ACM Transactions on Intelligent Systems and Technology (ACM TIST), Volume 5, No. 2, 2014. (pdf) (ACM TIST Volume 5, No. 2)
  8. Marjan Momtazpour, Patrick Butler, Naren Ramakrishnan, M. Shahriar Hossain, Mohammad C. Bozchalui, Ratnesh Sharma. Charging and Storage Infrastructure Design for EVs. ACM Transactions on Intelligent Systems and Technology (ACM TIST), Volume 5, No. 3. 2014. (pdf)
  9. Rhonda D. Phillips, M. Shahriar Hossain, Layne T. Watson, Randolph H. Wynne, Naren Ramakrishnan. Enrichment Procedures for Soft Clusters: a Statistical Test and its Applications. Computer Modeling Engrg. Sci. 2014, Volume 97, No. 2, Pages: 175–197.
  10. Alex Endert, M. Shahriar Hossain, Naren Ramakrishnan, Chris North, Patrick Fiaux, Christopher Andrews. The Human is the Loop: New Directions for Visual Analytics. Journal of Intelligent Information Systems, Springer, 2014. (pdf) (Springer US link)
  11. David R. Easterling, M. Shahriar Hossain, Layne T. Watson, Naren Ramakrishnan. Probability-one homotopy maps for tracking constrained clustering solutions. High Performance Computing Symposium (HPC ’13), International Society for Computer Simulation, Article No. 17, 2013. (pdf)
  12. Lauren Bradel, Jessica Zeitz Self, Alex Endert, M. Shahriar Hossain, Chris North, Naren Ramakrishnan. How Analysts Cognitively “Connect the Dots”. IEEE Intelligence and Security Informatics Conference (ISI’13), Pages: 24-26, 2013. (pdf)
  13. M. Shahriar Hossain, Naren Ramakrishnan, Ian Davidson, and Layne T. Watson. How to Alternatize a Clustering Algorithm. Data Mining and Knowledge Discovery Journal, Springer, 27(2):193-224, September 2013. (Old version)
  14. M. Shahriar Hossain, Patrick Butler, Arnold P. Boedihardjo, and, Naren Ramakrishnan. Storytelling in Entity Networks to Support Intelligence Analysts. ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD’12), 2012. (paper)
  15. Marjan Momtazpour, Patrick Butler, M. Shahriar Hossain, Mohammad C. Bozchalui, Naren Ramakrishnan, Ratnesh Sharma. Coordinated Clustering Algorithms to Support Charging Infrastructure Design for Electric Vehicles. ACM SIGKDD International Workshop on Urban Computing (UrbComp 2012), 2012. (paper)
  16. Hao Wu, Michael Mampaey, Nikolaj Tatti, Jilles Vreeken, M. Shahriar Hossain, Naren Ramakrishnan. Where Do I Start? Algorithmic Strategies to Guide Intelligence Analysts. ACM SIGKDD Workshop on Intelligence and Security Informatics (ISI-KDD 2012), 2012. (paper)
  17. M. Shahriar Hossain, Praveen Kumar Reddy Ojili, Cindy Grimm, Rolf Mueller, Layne T. Watson, Naren Ramakrishnan. Scatter/Gather Clustering: Flexibly Incorporating User Feedback to Steer Clustering Results. IEEE Conference on Visual Analytics Science and Technology (VAST), 2012. (paper)
  18. M. Shahriar Hossain, Monika Akbar, Nicholas F. Polys. Narratives in the Network: Interactive Methods for Mining Cell Signaling Networks. Journal of Computational Biology, Volume, 19, No, 9, 2012, Pages: 1043-1059. (paper)
  19. M. Shahriar Hossain, Joseph Gresock, Yvette Edmonds, Richard Helm, Malcolm Potts, and Naren Ramakrishnan. Connecting the Dots between PubMed Abstracts. PLoS ONE, Vol. 7, No. 1: e29509, 2012. The paper is available here.
  20. Justin Jee, Lee Case Klippel, M. Shahriar Hossain, Naren Ramakrishnan, and Bud Mishra. Discovering the Ebb and Flow of Ideas from Text Corpora. IEEE Computer, Vol. 45, No. 1, January 2012.