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» Data Mining to Support Engineering Design Decision
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93
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SIGSOFT
2010
ACM
14 years 9 months ago
Software is data too
Software systems are designed and engineered to process data. However, software is data too. The size and variety of today's software artifacts and the multitude of stakehold...
Andrian Marcus, Tim Menzies
ICDM
2008
IEEE
99views Data Mining» more  ICDM 2008»
15 years 6 months ago
Kernels for the Investigation of Localized Spatiotemporal Transitions of Drought with Support Vector Machines
We present and discuss several spatiotemporal kernels designed to mine real-life and simulated data in support of drought prediction. We implement and empirically validate these k...
Matthew W. Collier, Amy McGovern
PAKDD
2005
ACM
103views Data Mining» more  PAKDD 2005»
15 years 5 months ago
Subgroup Discovery Techniques and Applications
This paper presents the advances in subgroup discovery and the ways to use subgroup discovery to generate actionable knowledge for decision support. Actionable knowledge is explici...
Nada Lavrac
92
Voted
ICSE
1997
IEEE-ACM
15 years 3 months ago
Argo: A Design Environment for Evolving Software Architectures
Software architectures evolve as the result of numerous, interrelated design decisions. At any point in an architecture’s evolution, current decisions can critically affect alte...
Jason E. Robbins, David M. Hilbert, David F. Redmi...
EMO
2003
Springer
98views Optimization» more  EMO 2003»
15 years 4 months ago
Visualization and Data Mining of Pareto Solutions Using Self-Organizing Map
Self-Organizing Maps (SOMs) have been used to visualize tradeoffs of Pareto solutions in the objective function space for engineering design obtained by Evolutionary Computation. F...
Shigeru Obayashi, Daisuke Sasaki