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» Selection of Generative Models in Classification
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ICMLA
2009
14 years 7 months ago
Improving Clinical Relevance in Ensemble Support Vector Machine Models of Radiation Pneumonitis Risk
Patients undergoing thoracic radiation therapy can develop radiation pneumonitis (RP), a potentially fatal inflammation of the lungs. Support vector machines (SVMs), a statistical...
Todd W. Schiller, Yixin Chen, Issam El-Naqa, Josep...
ISMIS
2011
Springer
14 years 27 days ago
An Evolutionary Algorithm for Global Induction of Regression Trees with Multivariate Linear Models
In the paper we present a new evolutionary algorithm for induction of regression trees. In contrast to the typical top-down approaches it globally searches for the best tree struct...
Marcin Czajkowski, Marek Kretowski
ISCAS
2007
IEEE
80views Hardware» more  ISCAS 2007»
15 years 4 months ago
Probabilistic Modelling of Phase-tuned Disparity Energy Neuron Populations
- We present a low dimensional Bayes probabilistic model for the population of binocular disparity energy neurons centered at the same retinal location, but selective to different ...
Eric K. C. Tsang, Bertram Emil Shi
MABS
2004
Springer
15 years 3 months ago
Patchiness and Prosociality: An Agent-Based Model of Plio/Pleistocene Hominid Food Sharing
Anthropologists have yet to adequately investigate the evolution of food sharing despite its prevalence among contemporary human societies. As an initial step toward rectifying thi...
L. S. Premo
GI
2009
Springer
15 years 2 months ago
Tapir: Language Support to Reduce the State Space in Model-Checking
: Model-checking is a way of testing the correctness of concurrent programs. To do so, a model of the program is proven to match properties and constraints specified by the progra...
Ronald Veldema, Michael Philippsen