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CVPR
2007
IEEE
16 years 1 months ago
Integrating Global and Local Structures: A Least Squares Framework for Dimensionality Reduction
Linear Discriminant Analysis (LDA) is a popular statistical approach for dimensionality reduction. LDA captures the global geometric structure of the data by simultaneously maximi...
Jianhui Chen, Jieping Ye, Qi Li
CIVR
2006
Springer
201views Image Analysis» more  CIVR 2006»
15 years 2 months ago
Efficient Margin-Based Rank Learning Algorithms for Information Retrieval
Learning a good ranking function plays a key role for many applications including the task of (multimedia) information retrieval. While there are a few rank learning methods availa...
Rong Yan, Alexander G. Hauptmann
INFOCOM
1997
IEEE
15 years 3 months ago
Performance Analysis of Multicast Flow Control Algorithms over Combined Wired/Wireless Networks
Abstract—A multicast flow control framework for data traffic traversing both a wired and wireless network is proposed. Markov-modulated fluid (MMF) models are used for the rec...
Huayan Amy Wang, Mischa Schwartz
ICDE
2008
IEEE
141views Database» more  ICDE 2008»
16 years 15 days ago
A General Framework for Fast Co-clustering on Large Datasets Using Matrix Decomposition
Abstract-- Simultaneously clustering columns and rows (coclustering) of large data matrix is an important problem with wide applications, such as document mining, microarray analys...
Feng Pan, Xiang Zhang, Wei Wang 0010
ICDAR
1999
IEEE
15 years 3 months ago
Character and Document Research in the Open Mind Initiative
We describe the Open Mind Initiative, a framework for large-scale collaborative efforts in building components of "intelligent" systems that address common-sense reasoni...
David G. Stork