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» A Practical Algorithm to Find the Best Subsequence Patterns
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DIS
2000
Springer
13 years 8 months ago
A Practical Algorithm to Find the Best Subsequence Patterns
Given two sets of strings, consider the problem to find a subsequence that is common to one set but never appears in the other set. The problem is known to be NP-complete. We gene...
Masahiro Hirao, Hiromasa Hoshino, Ayumi Shinohara,...
DIS
2001
Springer
13 years 9 months ago
A Practical Algorithm to Find the Best Episode Patterns
Episode pattern is a generalized concept of subsequence pattern where the length of substring containing the subsequence is bounded. Given two sets of strings, consider an optimiza...
Masahiro Hirao, Shunsuke Inenaga, Ayumi Shinohara,...
IADIS
2003
13 years 5 months ago
Capturing Best Practices in Web Development
This paper describes capturing design experiences by applying grounded theory to pattern mining. The presented approach aims at inducing expert development knowledge and its subse...
Tanya Linden, Jacob L. Cybulski
CAI
2010
Springer
13 years 1 months ago
Constrained Longest Common Subsequence Computing Algorithms in Practice
The problem of finding a constrained longest common subsequence (CLCS) for the sequences A and B with respect to the sequence P was introduced recently. Its goal is to find a longe...
Sebastian Deorowicz, J. Obstoj
JMLR
2010
118views more  JMLR 2010»
12 years 11 months ago
On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation
Model selection strategies for machine learning algorithms typically involve the numerical optimisation of an appropriate model selection criterion, often based on an estimator of...
Gavin C. Cawley, Nicola L. C. Talbot