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» Learning Business Process Models: A Case Study
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MLDM
2009
Springer
15 years 11 months ago
Regional Pattern Discovery in Geo-referenced Datasets Using PCA
Existing data mining techniques mostly focus on finding global patterns and lack the ability to systematically discover regional patterns. Most relationships in spatial datasets ar...
Oner Ulvi Celepcikay, Christoph F. Eick, Carlos Or...
212
Voted
ECML
2007
Springer
15 years 10 months ago
Avoiding Boosting Overfitting by Removing Confusing Samples
Boosting methods are known to exhibit noticeable overfitting on some datasets, while being immune to overfitting on other ones. In this paper we show that standard boosting algorit...
Alexander Vezhnevets, Olga Barinova
143
Voted
MLCW
2005
Springer
15 years 10 months ago
Estimating Predictive Variances with Kernel Ridge Regression
In many regression tasks, in addition to an accurate estimate of the conditional mean of the target distribution, an indication of the predictive uncertainty is also required. Ther...
Gavin C. Cawley, Nicola L. C. Talbot, Olivier Chap...
136
Voted
DAC
2008
ACM
16 years 5 months ago
The mixed signal optimum energy point: voltage and parallelism
An energy optimization is proposed that addresses the nontrivial digital contribution to power and impact on performance in high-speed mixed-signal circuits. Parallel energy and b...
Brian P. Ginsburg, Anantha P. Chandrakasan
149
Voted
B
2007
Springer
15 years 10 months ago
Time Constraint Patterns for Event B Development
Distributed applications are based on algorithms which should be able to deal with time constraints. It is mandatory to express time constraints in (mathematical) models and the cu...
Dominique Cansell, Dominique Méry, Joris Re...