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» Applying Conventional Testing Techniques for Class Testing
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146
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IPM
2008
196views more  IPM 2008»
15 years 3 months ago
Author identification: Using text sampling to handle the class imbalance problem
Authorship analysis of electronic texts assists digital forensics and anti-terror investigation. Author identification can be seen as a single-label multi-class text categorizatio...
Efstathios Stamatatos
105
Voted
SEMWEB
2009
Springer
15 years 10 months ago
Exploiting Partial Information in Taxonomy Construction
One of the core services provided by OWL reasoners is classification: the discovery of all subclass relationships between class names occurring in an ontology. Discovering these r...
Rob Shearer, Ian Horrocks
132
Voted
METRICS
2003
IEEE
15 years 8 months ago
An Analogy-Based Approach for Predicting Design Stability of Java Classes
Predicting stability in object-oriented (OO) software, i.e., the ease with which a software item evolves while preserving its design, is a key feature for software maintenance. In...
David Grosser, Houari A. Sahraoui, Petko Valtchev
117
Voted
NIPS
2008
15 years 5 months ago
Generative and Discriminative Learning with Unknown Labeling Bias
We apply robust Bayesian decision theory to improve both generative and discriminative learners under bias in class proportions in labeled training data, when the true class propo...
Miroslav Dudík, Steven J. Phillips
111
Voted
ESTIMEDIA
2003
Springer
15 years 8 months ago
An Energy Optimization Technique for Latency and Quality Constrained Video Applications
This paper proposes an energy optimization technique for latency and quality constrained video applications. It consists of two key techniques: frame-skipping technique and buffer...
Chaeseok Im, Soonhoi Ha