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» Data Mining to Support Engineering Design Decision
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ICDM
2003
IEEE
158views Data Mining» more  ICDM 2003»
15 years 9 months ago
Identifying Markov Blankets with Decision Tree Induction
The Markov Blanket of a target variable is the minimum conditioning set of variables that makes the target independent of all other variables. Markov Blankets inform feature selec...
Lewis Frey, Douglas H. Fisher, Ioannis Tsamardinos...
SIGSOFT
2004
ACM
16 years 4 months ago
Reasoning about partial goal satisfaction for requirements and design engineering
Exploring alternative options is at the heart of the requirements and design processes. Different alternatives contribute to different degrees of achievement of non-functional goa...
Emmanuel Letier, Axel van Lamsweerde
IEAAIE
2004
Springer
15 years 9 months ago
Data Mining Approach for Analyzing Call Center Performance
Abstract. The aim of our research was to apply well-known data mining techniques (such as linear neural networks, multi-layered perceptrons, probabilistic neural networks, classifi...
Marcin Paprzycki, Ajith Abraham, Ruiyuan Guo, Srin...
SIGMOD
2011
ACM
218views Database» more  SIGMOD 2011»
14 years 6 months ago
A data-oriented transaction execution engine and supporting tools
Conventional OLTP systems assign each transaction to a worker thread and that thread accesses data, depending on what the transaction dictates. This thread-to-transaction work ass...
Ippokratis Pandis, Pinar Tözün, Miguel B...
ICSE
1999
IEEE-ACM
15 years 8 months ago
Pattern-Based Reverse-Engineering of Design Components
Many reverse-engineering tools have been developed to detract representations from source code. Yet, most of these tools completely ignore recovery of the all-important rationale ...
Rudolf K. Keller, Reinhard Schauer, Sébasti...