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» Modeling Program Predictability
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CP
2006
Springer
15 years 6 months ago
Performance Prediction and Automated Tuning of Randomized and Parametric Algorithms
Abstract. Machine learning can be utilized to build models that predict the runtime of search algorithms for hard combinatorial problems. Such empirical hardness models have previo...
Frank Hutter, Youssef Hamadi, Holger H. Hoos, Kevi...
AIED
2011
Springer
14 years 6 months ago
Early Prediction of Cognitive Tool Use in Narrative-Centered Learning Environments
Narrative-centered learning environments introduce novel opportunities for supporting student problem solving and learning. By incorporating cognitive tools into plots and characte...
Lucy R. Shores, Jonathan P. Rowe, James C. Lester
INFSOF
2007
139views more  INFSOF 2007»
15 years 3 months ago
Predicting software defects in varying development lifecycles using Bayesian nets
An important decision problem in many software projects is when to stop testing and release software for use. For many software products, time to market is critical and therefore ...
Norman E. Fenton, Martin Neil, William Marsh, Pete...
BMCBI
2010
109views more  BMCBI 2010»
15 years 3 months ago
Free energy estimation of short DNA duplex hybridizations
Background: Estimation of DNA duplex hybridization free energy is widely used for predicting cross-hybridizations in DNA computing and microarray experiments. A number of software...
Dan C. Tulpan, Mirela Andronescu, Serge Leger
ICFEM
2004
Springer
15 years 8 months ago
Software Model Checking Using Linear Constraints
Iterative abstraction refinement has emerged in the last few years as the leading approach to software model checking. In this context Boolean programs are commonly employed as si...
Alessandro Armando, Claudio Castellini, Jacopo Man...