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» Using Classification as a Programming Language
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PLDI
1999
ACM
15 years 6 months ago
Whole Program Paths
Whole program paths (WPP) are a new approach to capturing and representing a program’s dynamic—actually executed—control flow. Unlike other path profiling techniques, which ...
James R. Larus
FORTE
2010
15 years 3 months ago
Heap-Dependent Expressions in Separation Logic
Abstract. Separation logic is a popular specification language for imperative programs where the heap can only be mentioned through pointsto assertions. However, separation logic&#...
Jan Smans, Bart Jacobs, Frank Piessens
CEC
2007
IEEE
15 years 6 months ago
Evolution of classification rules for comprehensible knowledge discovery
This article, which lies within the data mining framework, proposes a method to build classifiers based on the evolution of rules. The method, named REC (Rule Evolution for Classif...
Emiliano Carreno, Guillermo Leguizamón, Nea...
ICMCS
2000
IEEE
131views Multimedia» more  ICMCS 2000»
15 years 5 months ago
Joint Video Scene Segmentation and Classification based on Hidden Markov Model
Video classi cation and segmentation are fundamental steps for e cient accessing, retrieving and browsing large amount of video data. We have developed a scene classi cationscheme...
Jincheng Huang, Zhu Liu, Yao Wang
NIPS
2000
15 years 3 months ago
Active Support Vector Machine Classification
An active set strategy is applied to the dual of a simple reformulation of the standard quadratic program of a linear support vector machine. This application generates a fast new...
Olvi L. Mangasarian, David R. Musicant