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» The data mining approach to automated software testing
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MSR
2006
ACM
15 years 3 months ago
Predicting defect densities in source code files with decision tree learners
With the advent of open source software repositories the data available for defect prediction in source files increased tremendously. Although traditional statistics turned out t...
Patrick Knab, Martin Pinzger, Abraham Bernstein
ICRA
2007
IEEE
178views Robotics» more  ICRA 2007»
15 years 4 months ago
Increased Mars Rover Autonomy using AI Planning, Scheduling and Execution
—This paper presents technology for performing autonomous commanding of a planetary rover. Through the use of AI planning, scheduling and execution techniques, the OASIS autonomo...
Tara A. Estlin, Daniel M. Gaines, Caroline Chouina...
ICSM
2002
IEEE
15 years 2 months ago
Combining Software Quality Predictive Models: An Evolutionary Approach
During the past ten years, a large number of quality models have been proposed in the literature. In general, the goal of these models is to predict a quality factor starting from...
Salah Bouktif, Houari A. Sahraoui, Balázs K...
PKDD
2000
Springer
108views Data Mining» more  PKDD 2000»
15 years 1 months ago
Application of Reinforcement Learning to Electrical Power System Closed-Loop Emergency Control
This paper investigates the use of reinforcement learning in electric power system emergency control. The approach consists of using numerical simulations together with on-policy M...
Christophe Druet, Damien Ernst, Louis Wehenkel
WWW
2009
ACM
15 years 10 months ago
Smart Miner: a new framework for mining large scale web usage data
In this paper, we propose a novel framework called SmartMiner for web usage mining problem which uses link information for producing accurate user sessions and frequent navigation...
Murat Ali Bayir, Ismail Hakki Toroslu, Ahmet Cosar...