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ICML
2000
IEEE
16 years 7 months ago
Duality and Geometry in SVM Classifiers
We develop an intuitive geometric interpretation of the standard support vector machine (SVM) for classification of both linearly separable and inseparable data and provide a rigo...
Kristin P. Bennett, Erin J. Bredensteiner
ICSE
2009
IEEE-ACM
16 years 7 months ago
FlexSync: An aspect-oriented approach to Java synchronization
Designers of concurrent programs are faced with many choices of synchronization mechanisms, among which clear functional trade-offs exist. Making synchronization customizable is h...
Charles Zhang
WWW
2007
ACM
16 years 7 months ago
Towards the theoretical foundation of choreography
With the growth of interest on the web services, people pay increasingly attention to the choreography, that is, to describe collaborations of participants in accomplishing a comm...
Zongyan Qiu, Xiangpeng Zhao, Chao Cai, Hongli Yang
WWW
2005
ACM
16 years 7 months ago
TotalRank: ranking without damping
PageRank is defined as the stationary state of a Markov chain obtained by perturbing the transition matrix of a web graph with a damping factor that spreads part of the rank. The...
Paolo Boldi
PLDI
2009
ACM
16 years 7 months ago
Chameleon: adaptive selection of collections
Languages such as Java and C#, as well as scripting languages like Python, and Ruby, make extensive use of Collection classes. A collection implementation represents a fixed choic...
Ohad Shacham, Martin T. Vechev, Eran Yahav