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AUSAI
1998
Springer
15 years 9 months ago
The Problem of Missing Values in Decision Tree Grafting
Decision tree grafting adds nodes to inferred decision trees. Previous research has demonstrated that appropriate grafting techniques can improve predictive accuracy across a wide ...
Geoffrey I. Webb
IPPS
1997
IEEE
15 years 9 months ago
A Parallel Tabu Search Algorithm For The 0-1 Multidimensional Knapsack Problem
The 0 1 MultidimensionalKnapsack Problem (0 1 MKP) is a NP-complete problem. Its resolution for large scale instances requires a prohibitive processing time. In this paper we prop...
Smaïl Niar, Arnaud Fréville
GECCO
2007
Springer
300views Optimization» more  GECCO 2007»
15 years 10 months ago
Methodology to select solutions from the pareto-optimal set: a comparative study
The resolution of a Multi-Objective Optimization Problem (MOOP) does not end when the Pareto-optimal set is found. In real problems, a single solution must be selected. Ideally, t...
José C. Ferreira, Carlos M. Fonseca, Ant&oa...
ISTA
2003
15 years 6 months ago
Support Vector Machine Parameter Optimization for Text Categorization Problems
: This paper analyzes the influence of different parameters of Support Vector Machine (SVM) on text categorization performance. The research is carried out on different text collec...
Mikhail S. Ageev, Boris V. Dobrov
ALENEX
2009
118views Algorithms» more  ALENEX 2009»
15 years 5 months ago
Solving Maximum Flow Problems on Real World Bipartite Graphs
In this paper we present an experimental study of several maximum flow algorithms in the context of unbalanced bipartite networks. Our experiments are motivated by a real world pr...
Cosmin Silvestru Negruseri, Mircea Bogdan Pasoi, B...