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» Generalization Improvement in Multi-Objective Learning
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KDD
1999
ACM
152views Data Mining» more  KDD 1999»
13 years 9 months ago
Applying General Bayesian Techniques to Improve TAN Induction
Tree Augmented Naive Bayes (TAN) has shown to be competitive with state-of-the-art machine learning algorithms [3]. However, the TAN induction algorithm that appears in [3] can be...
Jesús Cerquides
GECCO
2006
Springer
156views Optimization» more  GECCO 2006»
13 years 9 months ago
Improving GP classifier generalization using a cluster separation metric
Genetic Programming offers freedom in the definition of the cost function that is unparalleled among supervised learning algorithms. However, this freedom goes largely unexploited...
Ashley George, Malcolm I. Heywood
PKDD
2005
Springer
85views Data Mining» more  PKDD 2005»
13 years 10 months ago
Improving Generalization by Data Categorization
In most of the learning algorithms, examples in the training set are treated equally. Some examples, however, carry more reliable or critical information about the target than the ...
Ling Li, Amrit Pratap, Hsuan-Tien Lin, Yaser S. Ab...
IACR
2011
91views more  IACR 2011»
12 years 4 months ago
Improved Generalized Birthday Attack
Let r, B and w be positive integers. Let C be a linear code of length Bw and subspace of Fr 2. The k-regular-decoding problem is to find a nonzero codeword consisting of w length...
Paul Kirchner