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TCOS
2008
13 years 4 months ago
On Reduct Construction Algorithms
This paper critically analyzes reduct construction methods evels. At a high level, one can abstract commonalities from the existing algorithms, and classify them into three basic g...
Yiyu Yao, Yan Zhao, Jue Wang
TRS
2008
13 years 4 months ago
A Model of User-Oriented Reduct Construction for Machine Learning
An implicit assumption of many machine learning algorithms is that all attributes are of the same importance. An algorithm typically selects attributes based solely on their statis...
Yiyu Yao, Yan Zhao, Jue Wang, Suqing Han
GECCO
2006
Springer
265views Optimization» more  GECCO 2006»
13 years 8 months ago
Cutting stock waste reduction using genetic algorithms
A new model for the One-dimensional Cutting Stock problem using Genetic Algorithms (GA) is developed to optimize construction steel bars waste. One-dimensional construction stocks...
Yaser M. A. Khalifa, O. Salem, A. Shahin
EOR
2006
110views more  EOR 2006»
13 years 4 months ago
A constructive algorithm for realizing a distance matrix
The natural metric of a weighted graph is the length of the shortest paths between all pairs of vertices. The investigated problem consists in a representation of a given metric b...
Sacha C. Varone
IJON
2010
121views more  IJON 2010»
13 years 2 months ago
Sample-dependent graph construction with application to dimensionality reduction
Graph construction plays a key role on learning algorithms based on graph Laplacian. However, the traditional graph construction approaches of -neighborhood and k-nearest-neighbor...
Bo Yang, Songcan Chen