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» Exploiting Unlabeled Data to Enhance Ensemble Diversity
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ICPR
2004
IEEE
14 years 7 months ago
Nearest Neighbor Ensemble
Recent empirical work has shown that combining predictors can lead to significant reduction in generalization error. The individual predictors (weak learners) can be very simple, ...
Bojun Yan, Carlotta Domeniconi
ICMCS
2007
IEEE
133views Multimedia» more  ICMCS 2007»
14 years 22 days ago
Data Modeling Strategies for Imbalanced Learning in Visual Search
In this paper we examine a novel approach to the difficult problem of querying video databases using visual topics with few examples. Typically with visual topics, the examples a...
Jelena Tesic, Apostol Natsev, Lexing Xie, John R. ...
DSN
2004
IEEE
13 years 10 months ago
Impact of Path Diversity on Multi-homed and Overlay Networks
Multi-homed and overlay networks are two widely studied approaches aimed at leveraging the inherent redundancy of the Internet's underlying routing infrastructure to enhance ...
Junghee Han, Farnam Jahanian
GCC
2003
Springer
13 years 11 months ago
A Distributed Media Service System Based on Globus Data-Management Technologies
Recently, emerging high performance applications require the ability to exploit diverse, geographically distributed resources, specifically, in a Grid environment. A collection of ...
Xiang Yu, Shoubao Yang, Yu Hong
TIP
2010
145views more  TIP 2010»
13 years 1 months ago
Joint Manifolds for Data Fusion
The emergence of low-cost sensing architectures for diverse modalities has made it possible to deploy sensor networks that capture a single event from a large number of vantage po...
Mark A. Davenport, Chinmay Hegde, Marco F. Duarte,...