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» Intelligent Pattern Recognition and Applications
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81
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MCS
2004
Springer
15 years 3 months ago
Learn++.MT: A New Approach to Incremental Learning
An ensemble of classifiers based algorithm, Learn++, was recently introduced that is capable of incrementally learning new information from datasets that consecutively become avail...
Michael Muhlbaier, Apostolos Topalis, Robi Polikar
65
Voted
IBPRIA
2009
Springer
15 years 2 months ago
Match Selection in Batch Mosaicing Using Mutual Information
Abstract. Large area photo-mosaics are widely used in many different applications such as optical mapping, panorama creation and autonomous vehicle navigation. When the trajectory...
Armagan Elibol, Nuno Gracias, Rafael García
IBPRIA
2009
Springer
15 years 2 months ago
Toward Robust Myocardial Blush Grade Estimation in Contrast Angiography
Abstract. The assessment of Myocardial Blush Grade after primary angioplasty is a precious diagnostic tool to understand if the patient needs further medication or the use of speci...
Carlo Gatta, Juan Diego Gomez Valencia, Francesco ...
MCS
2001
Springer
15 years 2 months ago
Input Decimation Ensembles: Decorrelation through Dimensionality Reduction
Using an ensemble of classifiers instead of a single classifier has been shown to improve generalization performance in many machine learning problems [4, 16]. However, the exten...
Nikunj C. Oza, Kagan Tumer
CIARP
2009
Springer
15 years 2 months ago
Particle Swarm Model Selection for Authorship Verification
Authorship verification is the task of determining whether documents were or were not written by a certain author. The problem has been faced by using binary classifiers, one per a...
Hugo Jair Escalante, Manuel Montes-y-Gómez,...