Data Science Applications and Architectures

2016

  • C. Verma, S. Bhatkar, M. Hart, A. Parker-Wood, S. Dey, "Improving Scalability of Personalized Recommendation Systems for Enterprise Knowledge Workers". IEEE Access,Jan. 2016.    IEEE Xplore

2015

  • C. Verma, S. Bhatkar, M. Hart, A. Parker-Wood, S. Dey, "Access prediction for knowledge workers in enterprise data repositories". in Proc. of International Conference on Enterprise Information Systems (ICEIS), Barcelona, Spain, Apr. 2015. Nominated for best student paper award     PDF
  • C. Verma, V. Mahadevan, N. Rasiwasia, G. Aggarwal, R. Kant, A. Jaimes and S. Dey, "Construction and Evaluation of Ontological Tag Trees". Elsevier Expert Systems and Applications VOL.42, NO.24, Dec. 2015.    PDF    Science Direct
  • Y. Liu, S.Dey, F. Ulupinar, M. Luby, Y. Mao, "Deriving and Validating User Experience Model for DASH Video Streaming", IEEE Transactions on Broadcasting, Volume PP, Issue 99, Aug. 2015.    PDF
  • C. Verma and S. Dey, "Methods to Obtain Training Videos for Fully Automated Application-Specific Classification". IEEE Access, pp.1188 - 1205, Jul. 2015.    PDF ,    IEEE Xplore

2014

  • C. Verma, V. Mahadevan, N. Rasiwasia, G. Aggarwal, R. Kant, A. Jaimes and S. Dey, "Construction of Tag Ontological Graphs by Locally Minimizing Weighted Average Hops", in ACM World Wide Web (WWW poster), Apr. 2014    PDF

2013

  • C. Verma and S. Dey, "Fully Automated Categorization or Internet Videos to Application Specific Categories", in Proc. of , IEEE/WIC/ACM International Conference on Web Intelligence, Atlanta, Nov. 2013    PDF
  • Y. Liu, S. Dey, D. Gillies, F. Ulupinar and M. Luby, "User Experience Modeling for DASH Video", in Proc. of Packet Video Workshop (PV2013), San Jose, Dec. 2013.    PDF