Navneet Panda's Homepage



Resume

Undergraduate Study

Indian Institute of Technology, Kharagpur
Department of Mathematics
MSc Mathematics and Computing( Integrated 5-year course )

Current

University of California Santa Barbara
Department of Computer Science
PhD Computer Science
Advisor Edward Y. Chang
Research Interests: Machine Learning and Data Mining
Current Work: Speeding up Training and Classification

Publications

Efficient Top-k Hyperplane Query Processing for Multimedia Information Retrieval
Navneet Panda and Edward Y. Chang
ACM International Conference on Multimedia, MM Oct. 2006

Concept Boundary Detection for Speeding up SVMs
Navneet Panda, Edward Y. Chang and Gang Wu
International Conference on Machine Learning, 2006

KDX: An Indexer for Support Vector Machines
Navneet Panda and Edward Y. Chang
(Transactions of Knowledge and Data Engg., Jun 2006)

Exploiting Geometry for Support Vector Machine Indexing
Navneet Panda and Edward Y. Chang
(2005 SIAM International Conference on Data Mining)

Hypersphere Indexer
Navneet Panda, Edward Y. Chang and Arun Qamra
Database and Expert Systems Applications, DEXA 2006

Active Learning in Very Large Databases
Navneet Panda, Kingshy Goh and Edward Y. Chang
(Journal of Multimedia Tools and Applications Special Issue on Computer
Vision Meets Databases (invited submission))

Formulating Context-dependent Similarity
Gang Wu, Navneet Panda and Edward Y. Chang
ACM International Conference on Multimedia (MM), Singapore, November 2005

Formulating Distance Functions via the Kernel Trick
Gang Wu, Navneet Panda and Edward Y. Chang
ACM International Conference on Data Mining and Knowledge Discovery KDD, 2005

Speeding up Approximate SVM Classification for Data Streams
Navneet Panda and Ching-Yung Lin
(IBM Technical Report, Aug 2005)

Improving Accuracy of SVMs by Allowing Support Vector Control
Navneet Panda, Gang Wu and Edward Y. Chang
(UCSB Technical Report, 2004)

Interesting Sites Conferences and Journals

Personal

"Webster's Revised Unabridged Dictionary (1913)"
Panda Pan"da, n. (Zo"ol.) : A small Asiatic mammal (Ailurus fulgens) having fine soft fur. It is related to the bears, and inhabits the mountains of Northern India.

"Urbandictionary.com"
A strange magical creature that lives in bamboo forests and trains in the Many Ways of the Samurai and Kung Fu. Every 3rd friday all the world's panda population have a grand meeting to discuss when and how to strike and therefore dominate the world. And also new techniques to get chicks.


navneet panda
Last modified: Thu Oct 13 08:17:57 PST 2006