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EWCBR
2004
Springer
15 years 5 months ago
Facilitating CBR for Incompletely-Described Cases: Distance Metrics for Partial Problem Descriptions
A fundamental problem for case-based reasoning systems is how to select relevant prior cases. Numerous strategies have been developed for determining the similarity of prior cases,...
Steven Bogaerts, David B. Leake
93
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JMLR
2010
118views more  JMLR 2010»
14 years 7 months ago
On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation
Model selection strategies for machine learning algorithms typically involve the numerical optimisation of an appropriate model selection criterion, often based on an estimator of...
Gavin C. Cawley, Nicola L. C. Talbot
128
Voted
CCGRID
2009
IEEE
15 years 1 months ago
Efficient Grid Task-Bundle Allocation Using Bargaining Based Self-Adaptive Auction
To address coordination and complexity issues, we formulate a grid task allocation problem as a bargaining based self-adaptive auction and propose the BarSAA grid task-bundle alloc...
Han Zhao, Xiaolin Li
126
Voted
SIGECOM
2008
ACM
151views ECommerce» more  SIGECOM 2008»
15 years 9 days ago
Security and insurance management in networks with heterogeneous agents
Computer users express a strong desire to prevent attacks and to reduce the losses from computer and information security breaches. However, security compromises are common and wi...
Jens Grossklags, Nicolas Christin, John Chuang
116
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PPDP
2005
Springer
15 years 5 months ago
Self-tuning resource aware specialisation for prolog
The paper develops a self-tuning resource aware partial evaluation technique for Prolog programs, which derives its own control strategies tuned for the underlying computer archit...
Stephen-John Craig, Michael Leuschel