661 search results - page 50 / 133 » Generalized clustering, supervised learning, and data assign... |
166
Voted
CVPR
2009
IEEE
16 years 10 months ago
2009
IEEE
Feature selection plays a fundamental role in many pattern
recognition problems. However, most efforts have been
focused on the supervised scenario, while unsupervised feature
s...
103
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KDD
2006
ACM
16 years 4 months ago
2006
ACM
Often the best performing supervised learning models are ensembles of hundreds or thousands of base-level classifiers. Unfortunately, the space required to store this many classif...
106
Voted
AINA
2007
IEEE
15 years 10 months ago
2007
IEEE
Event-related potentials (ERP) are brain electrophysiological patterns created by averaging electroencephalographic (EEG) data, time-locking to events of interest (e.g., stimulus ...
175
Voted
ESANN
2006
15 years 5 months ago
2006
The Self-Organizing map (SOM), a powerful method for data mining and cluster extraction, is very useful for processing data of high dimensionality and complexity. Visualization met...
240
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AUSDM
2008
Springer
15 years 5 months ago
2008
Springer
Supervised text categorization is a machine learning task where a predefined category label is automatically assigned to a previously unlabelled document based upon characteristic...