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» Facilitating and automating empirical evaluation
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ECSQARU
2001
Springer
15 years 1 months ago
An Empirical Investigation of the K2 Metric
Abstract. The K2 metric is a well-known evaluation measure (or scoring function) for learning Bayesian networks from data [7]. It is derived by assuming uniform prior distributions...
Christian Borgelt, Rudolf Kruse
90
Voted
SERP
2004
14 years 10 months ago
Design and Evaluation of an Automated Aspect Mining Tool
Attention to aspect oriented programming (AOP) is rapidly growing as its benefits in large software system development and maintenance are increasingly recognized. However, existin...
David Shepherd, Emily Gibson, Lori L. Pollock
IJCAI
2007
14 years 11 months ago
Automated Benchmark Model Generators for Model-Based Diagnostic Inference
This article proposes a Diagnosis Interchange Format (DIF), an XML-based interchange format for Model-Based Diagnosis (MBD). Its main purposes are to allow sharing of diagnostic m...
Gregory M. Provan, Jun Wang
56
Voted
QEST
2007
IEEE
15 years 3 months ago
Distritrack: Automated Average-Case Analysis
—MOQA is a language specifically designed to facilitate average-case execution time analysis. It incorporates some innovative techniques to make this possible. Following on from...
David Hickey
75
Voted
CHI
2001
ACM
15 years 9 months ago
Empirically validated web page design metrics
A quantitative analysis of a large collection of expert-rated web sites reveals that page-level metrics can accurately predict if a site will be highly rated. The analysis also pr...
Melody Y. Ivory, Rashmi R. Sinha, Marti A. Hearst