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» The Inverse Classification Problem
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INFOCOM
2009
IEEE
15 years 9 months ago
Packet Classification Algorithms: From Theory to Practice
—During the past decade, the packet classification problem has been widely studied to accelerate network applications such as access control, traffic engineering and intrusion de...
Yaxuan Qi, Lianghong Xu, Baohua Yang, Yibo Xue, Ju...
136
Voted
KDD
2008
ACM
259views Data Mining» more  KDD 2008»
16 years 2 months ago
Using ghost edges for classification in sparsely labeled networks
We address the problem of classification in partially labeled networks (a.k.a. within-network classification) where observed class labels are sparse. Techniques for statistical re...
Brian Gallagher, Hanghang Tong, Tina Eliassi-Rad, ...
128
Voted
KDD
2009
ACM
152views Data Mining» more  KDD 2009»
16 years 3 months ago
A multi-relational approach to spatial classification
Spatial classification is the task of learning models to predict class labels based on the features of entities as well as the spatial relationships to other entities and their fe...
Richard Frank, Martin Ester, Arno Knobbe
BMCBI
2004
205views more  BMCBI 2004»
15 years 2 months ago
A combinational feature selection and ensemble neural network method for classification of gene expression data
Background: Microarray experiments are becoming a powerful tool for clinical diagnosis, as they have the potential to discover gene expression patterns that are characteristic for...
Bing Liu, Qinghua Cui, Tianzi Jiang, Songde Ma
132
Voted
KDD
2010
ACM
197views Data Mining» more  KDD 2010»
15 years 11 days ago
Semi-supervised feature selection for graph classification
The problem of graph classification has attracted great interest in the last decade. Current research on graph classification assumes the existence of large amounts of labeled tra...
Xiangnan Kong, Philip S. Yu