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PAKDD
2011
ACM
253views Data Mining» more  PAKDD 2011»
14 years 3 months ago
Balance Support Vector Machines Locally Using the Structural Similarity Kernel
A structural similarity kernel is presented in this paper for SVM learning, especially for learning with imbalanced datasets. Kernels in SVM are usually pairwise, comparing the sim...
Jianxin Wu
KDD
2006
ACM
165views Data Mining» more  KDD 2006»
16 years 1 months ago
Training linear SVMs in linear time
Linear Support Vector Machines (SVMs) have become one of the most prominent machine learning techniques for highdimensional sparse data commonly encountered in applications like t...
Thorsten Joachims
PRICAI
2000
Springer
15 years 4 months ago
A Comparative Study on Chinese Text Categorization Methods
Abstract. This paper reports our comparative evaluation of three machine learning methods on Chinese text categorization. Whereas a wide range of methods have been applied to Engli...
Ji He, Ah-Hwee Tan, Chew Lim Tan
LISA
2007
15 years 3 months ago
Stork: Package Management for Distributed VM Environments
In virtual machine environments each application is often run in its own virtual machine (VM), isolating it from other applications running on the same physical machine. Contentio...
Justin Cappos, Scott M. Baker, Jeremy Plichta, Duy...
APVIS
2006
15 years 2 months ago
Increasing the readability of graph drawings with centrality-based scaling
A common problem in visualising some networks is the presence of localised high density areas in an otherwise sparse graph. Applying common graph drawing algorithms on such networ...
Damian Merrick, Joachim Gudmundsson