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COLT
1999
Springer
15 years 11 months ago
Beating the Hold-Out: Bounds for K-fold and Progressive Cross-Validation
The empirical error on a test set, the hold-out estimate, often is a more reliable estimate of generalization error than the observed error on the training set, the training estim...
Avrim Blum, Adam Kalai, John Langford
246
Voted
GECCO
2007
Springer
166views Optimization» more  GECCO 2007»
15 years 10 months ago
Crossover: the divine afflatus in search
The traditional GA theory is pillared on the Building Block Hypothesis (BBH) which states that Genetic Algorithms (GAs) work by discovering, emphasizing and recombining low order ...
David Iclanzan
ICAIL
2007
ACM
15 years 10 months ago
Opinion mining in legal blogs
We perform a survey into the scope and utility of opinion mining in legal Weblogs (a.k.a. blawgs). The number of `blogs' in the legal domain is growing at a rapid pace and ma...
Jack G. Conrad, Frank Schilder
FASE
2006
Springer
15 years 10 months ago
Trace-Based Memory Aliasing Across Program Versions
One of the major costs of software development is associated with testing and validation of successive versions of software systems. An important problem encountered in testing and...
Murali Krishna Ramanathan, Suresh Jagannathan, Ana...
ICSE
2010
IEEE-ACM
15 years 8 months ago
An exploratory study of fault-proneness in evolving aspect-oriented programs
This paper presents the results of an exploratory study on the fault-proneness of aspect-oriented programs. We analysed the faults collected from three evolving aspect-oriented sy...
Fabiano Cutigi Ferrari, Rachel Burrows, Otá...