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» The data mining approach to automated software testing
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BMCBI
2006
181views more  BMCBI 2006»
14 years 10 months ago
Array2BIO: from microarray expression data to functional annotation of co-regulated genes
Background: There are several isolated tools for partial analysis of microarray expression data. To provide an integrative, easy-to-use and automated toolkit for the analysis of A...
Gabriela G. Loots, Patrick S. G. Chain, Shalini Ma...
SIGMOD
2006
ACM
89views Database» more  SIGMOD 2006»
15 years 10 months ago
Testing database applications
Testing of database applications is crucial for ensuring high software quality as undetected faults can result in unrecoverable data corruption. The problem of database applicatio...
Carsten Binnig, Donald Kossmann, Eric Lo
FORTE
2008
14 years 11 months ago
An SMT Approach to Bounded Reachability Analysis of Model Programs
Model programs represent transition systems that are used fy expected behavior of systems at a high level of abstraction. The main application area is application-level network pro...
Margus Veanes, Nikolaj Bjørner, Alexander R...
PAKDD
2009
ACM
127views Data Mining» more  PAKDD 2009»
15 years 4 months ago
Clustering Documents Using a Wikipedia-Based Concept Representation
Abstract. This paper shows how Wikipedia and the semantic knowledge it contains can be exploited for document clustering. We first create a concept-based document representation b...
Anna Huang, David N. Milne, Eibe Frank, Ian H. Wit...
ICDM
2007
IEEE
138views Data Mining» more  ICDM 2007»
15 years 4 months ago
Bandit-Based Algorithms for Budgeted Learning
We explore the problem of budgeted machine learning, in which the learning algorithm has free access to the training examples’ labels but has to pay for each attribute that is s...
Kun Deng, Chris Bourke, Stephen D. Scott, Julie Su...