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» Label Ranking Methods based on the Plackett-Luce Model
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ECML
2007
Springer
15 years 6 months ago
Dual Strategy Active Learning
Abstract. Active Learning methods rely on static strategies for sampling unlabeled point(s). These strategies range from uncertainty sampling and density estimation to multi-factor...
Pinar Donmez, Jaime G. Carbonell, Paul N. Bennett
DAGM
2005
Springer
15 years 5 months ago
Cluster-Based Point Cloud Analysis for Rapid Scene Interpretation
A histogram-based method for the interpretation of three-dimensional (3D) point clouds is introduced, where point clouds represent the surface of a scene of multiple objects and ba...
Eric Wahl, Gerd Hirzinger
ESANN
2008
15 years 1 months ago
Selection of important input variables for RBF network using partial derivatives
In regression problems, making accurate predictions is often the primary goal. Also, relevance of inputs in the prediction of an output would be valuable information in many cases....
Jarkko Tikka, Jaakko Hollmén
97
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HICSS
2008
IEEE
129views Biometrics» more  HICSS 2008»
15 years 6 months ago
Strategic Business and IT Alignment Assessment: A Case Study Applying an Enterprise Architecture-Based Metamodel
Strategic Business and IT Alignment (SBITA) is still ranked amongst the top concerns of the enterprise’s management executives. Such alignment is an organization-wide issue that...
Leonel Plazaola, Johnny Flores, Norman Vargas, Mat...
CLOR
2006
15 years 3 months ago
Comparison of Generative and Discriminative Techniques for Object Detection and Classification
Many approaches to object recognition are founded on probability theory, and can be broadly characterized as either generative or discriminative according to whether or not the dis...
Ilkay Ulusoy, Christopher M. Bishop