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, 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
  • 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 1
  • 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

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

  • 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
  • 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