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» The Problems of Data Modeling in Software Practice
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ESWA
2007
100views more  ESWA 2007»
15 years 2 months ago
Treatment of multi-dimensional data to enhance neural network estimators in regression problems
This paper proposes and explains a data treatment technique to improve the accuracy of a neural network estimator in regression problems, where multi-dimensional input data set is...
H. Altun, A. Bilgil, B. C. Fidan
120
Voted
ISMIS
1999
Springer
15 years 7 months ago
Machine Learning Method for Software Quality Model Building
Software quality prediction can be cast as a concept learning problem. In this paper, we discuss the full cycle of an application of Machine Learning to software quality predictio...
Mauricio Amaral de Almeida, Stan Matwin
138
Voted
CC
2010
Springer
150views System Software» more  CC 2010»
15 years 9 months ago
Practical Extensions to the IFDS Algorithm
Abstract. This paper presents four extensions to the Interprocedural Finite Distributive Subset (IFDS) algorithm that make it applicable to a wider class of analysis problems. IFDS...
Nomair A. Naeem, Ondrej Lhoták, Jonathan Ro...
117
Voted
ANOR
2007
108views more  ANOR 2007»
15 years 2 months ago
Towards a practical engineering tool for rostering
The profitability and morale of many organizations (such as factories, hospitals and airlines) are affected by their ability to schedule their personnel properly. Sophisticated an...
Edward P. K. Tsang, John A. Ford, Patrick Mills, R...
ICSM
2006
IEEE
15 years 8 months ago
Guiding the Application of Design Patterns Based on UML Models
Software design patterns are documented best practice solutions that can be applied to reoccurring problems. Although well documented, there are often opportunities to apply them ...
Lionel C. Briand, Yvan Labiche, Alexandre Sauve