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ML
1998
ACM
113views Machine Learning» more  ML 1998»
13 years 7 months ago
Machine Learning for the Detection of Oil Spills in Satellite Radar Images
During a project examining the use of machine learning techniques for oil spill detection, we have encountered several essential questions that we believe deserve the attention of ...
Miroslav Kubat, Robert C. Holte, Stan Matwin
ISMIR
2005
Springer
175views Music» more  ISMIR 2005»
14 years 1 months ago
A Classification Approach to Melody Transcription
Melodies provide an important conceptual summarization of polyphonic audio. The extraction of melodic content has practical applications ranging from content-based audio retrieval...
Graham E. Poliner, Daniel P. W. Ellis
ICDM
2007
IEEE
138views Data Mining» more  ICDM 2007»
14 years 2 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...
ENTCS
2008
79views more  ENTCS 2008»
13 years 7 months ago
j-POST: a Java Toolchain for Property-Oriented Software Testing
Abstract. j-POST is an integrated toolchain for property-oriented software testing. This toolchain includes a test designer, a test generator, and a test execution engine. The test...
Yliès Falcone, Laurent Mounier, Jean-Claude...
ICSEA
2009
IEEE
14 years 2 months ago
Virtualization Techniques for Cross Platform Automated Software Builds, Tests and Deployment
—In this paper, an integrated approach for cross platform automated software builds and the implementation of a test framework is described. The system introduced here utilizes s...
Thomas Müller, Alois Knoll