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» Using Formal Methods in a Retrospective Safety Case
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JMLR
2002
111views more  JMLR 2002»
13 years 7 months ago
The Learning-Curve Sampling Method Applied to Model-Based Clustering
We examine the learning-curve sampling method, an approach for applying machinelearning algorithms to large data sets. The approach is based on the observation that the computatio...
Christopher Meek, Bo Thiesson, David Heckerman
ASWC
2008
Springer
13 years 9 months ago
ROC: A Method for Proto-ontology Construction by Domain Experts
Abstract. Ontology construction is a labour-intensive and costly process. Even though many formal and semi-formal vocabularies are available, creating an ontology for a specific ap...
Nicole J. J. P. Koenderink, Mark van Assem, J. Lar...
TKDE
2012
253views Formal Methods» more  TKDE 2012»
11 years 10 months ago
Horizontal Aggregations in SQL to Prepare Data Sets for Data Mining Analysis
—Preparing a data set for analysis is generally the most time consuming task in a data mining project, requiring many complex SQL queries, joining tables and aggregating columns....
Carlos Ordonez, Zhibo Chen 0002
ECRTS
1998
IEEE
13 years 12 months ago
Tool-supported hierarchical design of distributed real-time systems
In this paper we demonstrate the usage of a formal description technique for real-time systems called PLCAutomaton [4] by applying this method to a real-world case study. To this ...
Henning Dierks, Josef Tapken
ICFCA
2007
Springer
13 years 11 months ago
Performances of Galois Sub-hierarchy-building Algorithms
Abstract. The Galois Sub-hierarchy (GSH) is a polynomial-size representation of a concept lattice which has been applied to several fields, such as software engineering and linguis...
Gabriela Arévalo, Anne Berry, Marianne Huch...