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141
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ESA
2008
Springer
115views Algorithms» more  ESA 2008»
15 years 5 months ago
Deterministic Sampling Algorithms for Network Design
For several NP-hard network design problems, the best known approximation algorithms are remarkably simple randomized algorithms called Sample-Augment algorithms in [11]. The algor...
Anke van Zuylen
112
Voted
IJCAI
1997
15 years 4 months ago
Interleaved Depth-First Search
In tree search, depth-first search (DFS) often uses ordering successor heuristics. If the heuristic makes a mistake ordering a bad successor (without goals in its subtree) before ...
Pedro Meseguer
CORR
2007
Springer
76views Education» more  CORR 2007»
15 years 3 months ago
Tripartitions do not always discriminate phylogenetic networks
Phylogenetic networks are a generalization of phylogenetic trees that allow for the representation of non-treelike evolutionary events, like recombination, hybridization, or later...
Gabriel Cardona, Francesc Rosselló, Gabriel...
JMLR
2008
111views more  JMLR 2008»
15 years 3 months ago
Ranking Categorical Features Using Generalization Properties
Feature ranking is a fundamental machine learning task with various applications, including feature selection and decision tree learning. We describe and analyze a new feature ran...
Sivan Sabato, Shai Shalev-Shwartz
NECO
2006
157views more  NECO 2006»
15 years 3 months ago
Experiments with AdaBoost.RT, an Improved Boosting Scheme for Regression
The application of boosting technique to the regression problems has received relatively little attention in contrast to the research aimed at classification problems. This paper ...
Durga L. Shrestha, Dimitri P. Solomatine