Udayan Khurana  Udayan Khurana photo       

contact information

Research Staff Member
Thomas J. Watson Research Center, Yorktown Heights, NY USA

links



2018

Transformation-based Feature Engineering in Supervised Learning: Strategies towards Automation (chapter)
Udayan Khurana
Feature Engineering for Machine Learning and Data Analytics, Taylor and Francis, 2018


Dataset Evolver: An Interactive Feature Engineering Notebook (Demo)
Fatemeh Nargesian, Udayan Khurana, Horst Samulowitz, Deepak Turaga, Tejaswini Pedapati
AAAI, 2018


2017



2016




Automating Feature Engineering
Udayan Khurana, Fatemeh Nargesian, Horst Samulowitz, Elias Khalil, Deepak Turaga
NIPS workshop on Artificial Intelligence for Data Science, 2016


2015


GraphGen: exploring interesting graphs in relational data
Konstantinos Xirogiannopoulos, Udayan Khurana, Amol Deshpande
VLDB, pp. 2032--2035, 2015


2014

FAQ: A Framework for Fast Approximate Query Processing on Temporal Data.
Khurana, Udayan and Parthasarathy, Srinivasan and Turaga, Deepak S
BigMine, pp. 29--45, 2014



2013


Efficient snapshot retrieval over historical graph data
Udayan Khurana, Amol Deshpande
Data Engineering (ICDE), 2013 IEEE 29th International Conference on, pp. 997--1008


2012

An Introduction to Temporal Graph Data Management
Khurana, Udayan
Technical Report, Technical report, May, 2012


2011

NetEvViz: Extending NodeXL for Dynamic Network Visualization
Khurana, Udayan and Nguyen, Viet-An and Cheng, Hsueh-Chien and Chen, Xi Stephen
HCIL Tech Reports, 2011

Optimizing display advertisements based on historic user trails
Gupta, Neha and Khurana, Udayan and Lee, T and Nawathe, Sandeep
SIGIR Workshop on Internet Advertising, 2011

Speeding up network layout and centrality measures for social computing goals
Puneet Sharma, Udayan Khurana, Ben Shneiderman, Max Scharrenbroich, and John Locke
Social Computing, Behavioral-Cultural Modeling and Prediction, 2011

Visual analysis of temporal trends in social networks using edge color coding and metric timelines
Udayan Khurana, Viet-An Nguyen, Hsueh-Chien Cheng, Jae-wook Ahn, Xi Chen, Ben Shneiderman
IEEE Third Inernational Conference on Social Computing (SocialCom), pp. 549--554, 2011


2010

Speeding up Network Layout and Centrality Measures with NodeXL and the Nvidia CUDA Technology
Sharma, Puneet and Khurana, Udayan and Shneiderman, Ben and Scharrenbroich, Max and Locke, John
Technical Report, Citeseer, 2010


2008

Crosslingual location search
Tanuja Joshi, Joseph Joy, Tobias Kellner, Udayan Khurana, A. Kumaran, and Vibhuti Sengar
ACM SIGIR, 2008


2005

Text compression and superfast searching
Khurana, Udayan and Koul, Anirudh
arXiv preprint cs/0505056, 2005

Using patterns to generate prime numbers
Khurana, Udayan and Koul, Anirudh
Pattern Recognition and Data Mining, pp. 325--334, Springer, 2005