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SADM
2008
106views more  SADM 2008»
13 years 11 months ago
Harmonium Models for Video Classification
: Accurate and efficient video classification demands the fusion of multimodal information and the use of intermediate representations. Combining the two ideas into one framework, ...
Jun Yang 0003, Rong Yan, Yan Liu, Eric P. Xing
SADM
2008
178views more  SADM 2008»
13 years 11 months ago
Fast Projection-Based Methods for the Least Squares Nonnegative Matrix Approximation Problem
: Nonnegative matrix approximation (NNMA) is a popular matrix decomposition technique that has proven to be useful across a diverse variety of fields with applications ranging from...
Dongmin Kim, Suvrit Sra, Inderjit S. Dhillon
SADM
2008
70views more  SADM 2008»
13 years 11 months ago
A Scalable Local Algorithm for Distributed Multivariate Regression
Kanishka Bhaduri, Hillol Kargupta
SADM
2008
90views more  SADM 2008»
13 years 11 months ago
ORIGAMI: A Novel and Effective Approach for Mining Representative Orthogonal Graph Patterns
: In this paper, we introduce the concept of -orthogonal patterns to mine a representative set of graph patterns. Intuitively, two graph patterns are -orthogonal if their similarit...
Vineet Chaoji, Mohammad Al Hasan, Saeed Salem, J&e...
SADM
2008
73views more  SADM 2008»
13 years 11 months ago
Distributed Decision-Tree Induction in Peer-to-Peer Systems
Kanishka Bhaduri, Ran Wolff, Chris Giannella, Hill...
SADM
2008
165views more  SADM 2008»
13 years 11 months ago
Global Correlation Clustering Based on the Hough Transform
: In this article, we propose an efficient and effective method for finding arbitrarily oriented subspace clusters by mapping the data space to a parameter space defining the set o...
Elke Achtert, Christian Böhm, Jörn David...