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» An Engineering Approach to Formal Methods
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ICDM
2007
IEEE
154views Data Mining» more  ICDM 2007»
15 years 10 months ago
Cocktail Ensemble for Regression
This paper is motivated to improve the performance of individual ensembles using a hybrid mechanism in the regression setting. Based on an error-ambiguity decomposition, we formal...
Yang Yu, Zhi-Hua Zhou, Kai Ming Ting
SIGIR
2010
ACM
15 years 10 months ago
Estimating advertisability of tail queries for sponsored search
Sponsored search is one of the major sources of revenue for search engines on the World Wide Web. It has been observed that while showing ads for every query maximizes shortterm r...
Sandeep Pandey, Kunal Punera, Marcus Fontoura, Van...
199
Voted
TCBB
2011
15 years 1 months ago
Ensemble Learning with Active Example Selection for Imbalanced Biomedical Data Classification
—In biomedical data, the imbalanced data problem occurs frequently and causes poor prediction performance for minority classes. It is because the trained classifiers are mostly d...
Sangyoon Oh, Min Su Lee, Byoung-Tak Zhang
KBSE
2005
IEEE
16 years 11 days ago
Prufrock: a framework for constructing polytypic theorem provers
Current formal software engineering methodologies provide a vast array of languages for specifying correctness properties, as well as a wide assortment automated tools that aid in...
Justin Ward, Garrin Kimmell, Perry Alexander
ICSR
2009
Springer
15 years 4 months ago
Reusing Patterns through Design Refinement
Abstract. Refinement concepts, such as procedural and data refinement, are among the most important ideas of software engineering. In this paper, we investigate the idea of design ...
Jason O. Hallstrom, Neelam Soundarajan