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Publications | Technical Reports

Found 23 results

Filters: author is Shi [Clear All Filters]

2009

Combinatorial Algorithms for Nearest Neighbors, Ner-Duplicates and Small World Design Lifshits, Y.; Zhang, S. , SODA 2009, (2009)

2007

A Fast Tracking Algorithm for Generalized LARS/LASSO. Keerthi, S.S.; Shevade, S.K. , IEEE Transactions on Neural Networks, Volume 18, Number 4, (2007)

Anchor-Based Proximity Measures Joshi, A.; Kumar, R.; Reed, B.; Tomkins, A. , Poster Proceedings of the Sixteenth International World Wide Web Conference (WWW), (2007)

Floodlight Illumination of Infinite Wedges Cary, M.; Rudra, A.; Sabharwal, A.; Vee, E. , Computational Geometry: Theory and Applications, (2007)

Fast Generalized Cross-Validation Algorithm for Sparse Model Learning. Sundararajan, S.; Shevade, S.K.; Keerthi, S.S. , Neural Computation, Volume 19, Number 1, p.283-301, (2007)

Robust Classification of Rare Queries Using Web Knowledge Broder, r.Z.; Fontoura, M.; Gabrilovich, E.; Joshi, A.; Josifovski, V.; Zhang, T. , SIGIR, (2007)

Web-Scale Data Integration: You can afford to Pay as You Go. Madhavan, J.; Cohen, S.; Dong, X.L.; Halevy, A.Y.; Jeffery, S.R.; Ko, D.; Yu, C. , CIDR, p.342-350, (2007)

2006

Discrimination of speech from non-speech based on multiscale spectro-temporal modulations Mesgarani, N.; Slaney, M.; Shamma, S. , IEEE Transactions on Audio, Speech and Language Processing, 05/2006, Volume 14, Issue 6, p.920–930, (2006) Abstract

Dynamic data fusion for future sensor networks Ramachandran, U.; Kumar, R.; Wolenetz, M.; Cooper, B.; Agarwalla, B.; Shin, J.; Hutto, P.W.; Paul, A. , TOSN, Volume 2, Number 3, p.404-443, (2006)

Structured Data Meets the Web: A Few Observations. Madhavan, J.; Halevy, A.Y.; Cohen, S.; Dong, X.L.; Jeffery, S.R.; Ko, D.; Yu, C. , IEEE Data Eng. Bull., Volume 29, Number 4, p.19-26, (2006)

2004

Floodlight Illumination of Infinite Wedges Cary, M.; Rudra, A.; Sabharwal, A.; Vee, E. , 14th Annual Fall Workshop on Computational Geometry, nov, (2004)

Exploiting \it -constraints to reduce memory overhead in continuous queries over data streams Babu, S.; Srivastava, U.; Widom, J. , ACM Trans. Database Syst., Volume 29, Number 3, p.545-580, (2004)

Multidimensional Cube Packing. Kohayakawa, Y.; Miyazawa, F.K.; Raghavan, P.; Wakabayashi, Y. , Algorithmica, Volume 40, Number 3, p.173-187, (2004)

Predictive Approaches for Sparse Model Learning. Shevade, S.K.; Sundararajan, S.; Keerthi, S.S. , ICONIP, p.434-439, (2004)

2003

DTD Inference from XML Documents: The XTRACT Approach. Garofalakis, M.N.; Gionis, A.; Rastogi, R.; Seshadri, S.; Shim, K. , IEEE Data Eng. Bull., Volume 26, Number 3, p.19-25, (2003)

XTRACT: Learning Document Type Descriptors from XML Document Collections. Garofalakis, M.N.; Gionis, A.; Rastogi, R.; Seshadri, S.; Shim, K. , Data Min. Knowl. Discov., Volume 7, Number 1, p.23-56, (2003)

A simple and efficient algorithm for gene selection using sparse logistic regression. Shevade, S.K.; Keerthi, S.S. , Bioinformatics, Volume 19, Number 17, p.2246-2253, (2003)

A Machine Learning Approach for the Curation of Biomedical Literature. Shi, M.; Edwin, D.S.; Menon, R.; Shen, L.; Lim, J.Y.K.; Loh, H.T.; Keerthi, S.S.; Ong, C.J. , ECIR, p.597-604, (2003)

Building Decision Trees with Constraints. Garofalakis, M.N.; Hyun, D.; Rastogi, R.; Shim, K. , Data Min. Knowl. Discov., Volume 7, Number 2, p.187-214, (2003)

Multi-category Classification by Soft-Max Combination of Binary Classifiers. Duan, K.; Keerthi, S.S.; Chu, W.; Shevade, S.K.; Poo, A.N. , Multiple Classifier Systems, p.125-134, (2003)

SMO Algorithm for Least-Squares SVM Formulation. Keerthi, S.S.; Shevade, S.K. , Neural Computation, Volume 15, Number 2, p.487-507, (2003)

STREAM: The Stanford Stream Data Manager Arasu, A.; Babcock, B.; Babu, S.; Datar, M.; Ito, K.; Motwani, R.; Nishizawa, I.; Srivastava, U.; Thomas, D.; Varma, R.; Widom, J. , IEEE Data Eng. Bull., Volume 26, Number 1, p.19-26, (2003)

2002

Thumbs up? Sentiment Classification using Machine Learning Techniques Pang, B.; Lee, L.; Vaithyanathan, S. , Proceedings of EMNLP, (2002)