Sciweavers

1578 search results - page 111 / 316
» Temporal Data Classification Using Linear Classifiers
Sort
View
126
Voted
ICPR
2006
IEEE
16 years 3 months ago
Dissimilarity-based classification for vectorial representations
General dissimilarity-based learning approaches have been proposed for dissimilarity data sets [11, 10]. They arise in problems in which direct comparisons of objects are made, e....
Elzbieta Pekalska, Robert P. W. Duin
117
Voted
SODA
2010
ACM
146views Algorithms» more  SODA 2010»
15 years 12 months ago
Classified Stable Matching
We introduce the classified stable matching problem, a problem motivated by academic hiring. Suppose that a number of institutes are hiring faculty members from a pool of applican...
Chien-Chung Huang
168
Voted
BMCBI
2006
150views more  BMCBI 2006»
15 years 2 months ago
Instance-based concept learning from multiclass DNA microarray data
Background: Various statistical and machine learning methods have been successfully applied to the classification of DNA microarray data. Simple instance-based classifiers such as...
Daniel P. Berrar, Ian Bradbury, Werner Dubitzky
CLEF
2010
Springer
15 years 3 months ago
Patent Classification Experiments with the Linguistic Classification System LCS
In the context of the CLEF-IP 2010 classification task, we conducted a series of experiments with the Linguistic Classification System (LCS). We compared ment representations for p...
Suzan Verberne, Merijn Vogel, Eva D'hondt
112
Voted
KDD
2002
ACM
157views Data Mining» more  KDD 2002»
16 years 3 months ago
Exploiting unlabeled data in ensemble methods
An adaptive semi-supervised ensemble method, ASSEMBLE, is proposed that constructs classification ensembles based on both labeled and unlabeled data. ASSEMBLE alternates between a...
Kristin P. Bennett, Ayhan Demiriz, Richard Maclin