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» Query-level loss functions for information retrieval
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KDD
2012
ACM
205views Data Mining» more  KDD 2012»
11 years 7 months ago
Rank-loss support instance machines for MIML instance annotation
Multi-instance multi-label learning (MIML) is a framework for supervised classification where the objects to be classified are bags of instances associated with multiple labels....
Forrest Briggs, Xiaoli Z. Fern, Raviv Raich
BTW
2009
Springer
240views Database» more  BTW 2009»
13 years 6 months ago
Efficient Adaptive Retrieval and Mining in Large Multimedia Databases
Abstract: Multimedia databases are increasingly common in science, business, entertainment and many other applications. Their size and high dimensionality of features are major cha...
Ira Assent
JIPS
2006
59views more  JIPS 2006»
13 years 5 months ago
A Light-weight and Dynamically Reconfigurable RMON Agent System
: A RMON agent system, which locates on a subnet, collects the network traffic information for management by retrieving and analyzing all of the packets on the subnet. The RMON age...
Jun-Hyung Lee, Zinwon Park, Myung-Kyun Kim
SIGIR
2011
ACM
12 years 8 months ago
A boosting approach to improving pseudo-relevance feedback
Pseudo-relevance feedback has proven effective for improving the average retrieval performance. Unfortunately, many experiments have shown that although pseudo-relevance feedback...
Yuanhua Lv, ChengXiang Zhai, Wan Chen
SDM
2009
SIAM
140views Data Mining» more  SDM 2009»
14 years 2 months ago
Straightforward Feature Selection for Scalable Latent Semantic Indexing.
Latent Semantic Indexing (LSI) has been validated to be effective on many small scale text collections. However, little evidence has shown its effectiveness on unsampled large sca...
Jun Yan, Shuicheng Yan, Ning Liu, Zheng Chen