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AIPRF
2007
15 years 2 months ago
Empirical Study: Initial Population Diversity and Genetic Algorithm Performance
This article presents an empirical study regarding the hypothesis that higher diversity in initial populations for Genetic Algorithms can reduce the number of iterations required ...
Pedro A. Diaz-Gomez, Dean F. Hougen
DMIN
2007
214views Data Mining» more  DMIN 2007»
15 years 2 months ago
A Fast KNN Algorithm Based on Simulated Annealing
K-Nearest Neighbor is used broadly in text classification, but it has one deficiency—computational efficiency. In this paper, we propose a heuristic search way to find out the k ...
Chuanyao Yang, Yuqin Li, Chenghong Zhang, Yunfa Hu
66
Voted
SODA
2004
ACM
58views Algorithms» more  SODA 2004»
15 years 2 months ago
Point containment in the integer hull of a polyhedron
We show that the point containment problem in the integer hull of a polyhedron, which is defined by m inequalities, with coefficients of at most bits can be solved in time O(m + ...
Ernst Althaus, Friedrich Eisenbrand, Stefan Funke,...
104
Voted
AAAI
1990
15 years 1 months ago
What Should Be Minimized in a Decision Tree?
In this paper, we address the issue of evaluating decision trees generated from training examples by a learning algorithm. We give a set of performance measures and show how some ...
Usama M. Fayyad, Keki B. Irani
100
Voted
GI
2008
Springer
15 years 1 months ago
Utilization of Semantic Annotations in Interactive User Interfaces for Large Documents
Abstract: With new techniques, such as Microformats or RDFa, for integrating semantics into existing web formats, we expect a strong increase of semantically annotated documents in...
Mark Giereth, Michael Wörner, Harald Bosch, P...