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Profile Details
Subject Matter Expertise
Services
- Services details not provided.
Work Experience
Research Staff member
IBM Research
August 2015 - Present
Education
PhD
University of Maryland
August 2009 - August 2015
Certifications
- Certification details not provided.
Publications
JOURNAL ARTICLE
Khurana, Udayan and Samulowitz, Horst and Turaga, Deepak(2018). Feature Engineering for Predictive Modeling using Reinforcement Learning. To appear in AAAI, also, arXiv preprint arXiv:1709.07150.
Khurana, Udayan and Parthasarathy, Srinivasan and Turaga, Deepak(2016). Graph-based exploration of non-graph datasets. Proceedings of the VLDB Endowment. 9. (13). p. 1557--1560. VLDB Endowment
Xirogiannopoulos, Konstantinos and Khurana, Udayan and Deshpande, Amol(2015). Graphgen: Exploring interesting graphs in relational data. Proceedings of the VLDB Endowment. 8. (12). p. 2032--2035. VLDB Endowment
Khurana, Udayan(2012). An introduction to temporal graph data management. Computer Science Department, University of Maryland MA thesis. Online at https://www. cs. umd. edu/sites/default/files/scholarly_papers/Khurana_SchPaper_1. pdf.
Koul, Anirudh and Khurana, Udayan(2005). Determination of Sequential Pattern in Prime Numbers. Soft Computing. p. 275. Allied Publishers
Khurana, Udayan and Koul, Anirudh(2005). Text compression and superfast searching. arXiv preprint cs/0505056.
Khurana, Udayan and Nargesian, Fatemeh and Samulowitz, Horst and Khalil, Elias and Turaga, DeepakAutomating Feature Engineering. Transformation. 10. (10). p. 10.
Khurana, Udayan and Nguyen, Viet-An and Cheng, Hsueh-Chien and Chen, Xi StephenNetEvViz: Extending NodeXL for Dynamic Network Visualization.
CONFERENCE PAPER
Nargesian, Fatemeh and Samulowitz, Horst and Khurana, Udayan and Khalil, Elias B and Turaga, Deepak(2017). Learning Feature Engineering for Classification. International Joint Conference on Artificial Intelligence (IJCAI). p. 2529--2535.
Khurana, Udayan and Turaga, Deepak and Samulowitz, Horst and Partharathy, Srinivasan(2016). Cognito: Automated Feature Engineering for Supervised Learning. International Conference on Data Mining.
Khurana, Udayan and Deshpande, Amol(2016). Storing and Analyzing Historical Graph Data at Scale. 19th International Conference on Extending Database Technology (EDBT). p. 65--76.
Khurana, Udayan and Parthasarathy, Srinivasan and Turaga, Deepak(2014). FAQ: a framework for fast approximate query processing on temporal data. Proceedings of the 3rd International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications. p. 29--45.
Khurana, Udayan and Parthasarathy, Srinivasan and Turaga, Deepak(2014). READ: Rapid data Exploration, Analysis and Discovery. Extending Database Technology. p. 612--615.
Khurana, Udayan and Deshpande, Amol(2013). Hinge: enabling temporal network analytics at scale. Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data. p. 1089--1092.
Khurana, Udayan and Deshpande, Amol(2013). Efficient Snapshot Retrieval over Historical Graph Data. ICDE'13. Proceedings of the 29th International Conference on Data Engineering 2013. p. 997--1008.
Gupta, Neha and Khurana, Udayan and Lee, T and Nawathe, Sandeep(2011). Optimizing display advertisements based on historic user trails. SIGIR Workshop on Internet Advertising.
Khurana, Udayan and Nguyen, Viet-An and Cheng, Hsueh-Chien and Ahn, Jae-wook and Chen, Xi and Shneiderman, Ben(2011). Visual analysis of temporal trends in social networks using edge color coding and metric timelines. Privacy, Security, Risk and Trust (PASSAT) and 2011 IEEE Third Inernational Conference on Social Computing (SocialCom), 2011 IEEE Third International Conference on. p. 549--554.
Sharma, Puneet and Khurana, Udayan and Shneiderman, Ben and Scharrenbroich, Max and Locke, John(2011). Speeding up network layout and centrality measures for social computing goals. International Conference on Social Computing, Behavioral-Cultural Modeling, and Prediction. p. 244--251.
Joshi, Tanuja and Joy, Joseph and Kellner, Tobias and Khurana, Udayan and Kumaran, A and Sengar, Vibhuti(2008). Crosslingual location search. Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval. p. 211--218.
Khurana, Udayan and Koul, Anirudh(2005). Using patterns to generate prime numbers. International Conference on Pattern Recognition and Image Analysis. p. 325--334.
OTHER
Al Hasan, Mohammad and Parikh, Nishith and Singh, Gyanit and Sundaresan, Neelakantan and Johnson, Brian Scott and Khurana, Udayan(2016). Query suggestion for e-commerce sites.
Al Hasan, Mohammad and Parikh, Nishith and Singh, Gyanit and Sundaresan, Neelakantan and Johnson, Brian Scott and Khurana, Udayan(2016). Query suggestion for e-commerce sites.
Khurana, Udayan and Parthasarathy, Srinivasan and Pavuluri, Venkata N and Turaga, Deepak S and Vu, Long H(2015). Automatic enumeration of data analysis options and rapid analysis of statistical models.
Khurana, Udayan and Parthasarathy, Srinivasan and Pavuluri, Venkata N and Turaga, Deepak S and Vu, Long H(2014). Automatic enumeration of data analysis options and rapid analysis of statistical models.
Joy, Joseph M and Joshi, Tanuja Abhay and Khurana, Udayan and Kumaran, Arumugam and Sengar, Vibhuti Singh and Kellner, Tobias WM(2013). Cross lingual location search.
Joy, Joseph and Joshi, Tanuja and Sengar, Vibhuti and Khurana, Udayan(2007). Generalized location identification.
DISSERTATION THESIS
Khurana, Udayan(2015). Historical Graph Data Management.
REPORT
Sharma, Puneet and Khurana, Udayan and Shneiderman, Ben and Scharrenbroich, Max and Locke, John(2010). Speeding up Network Layout and Centrality Measures with NodeXL and the Nvidia CUDA Technology.
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