1306 search results - page 25 / 262 » Unsupervised feature selection using a neuro-fuzzy approach |
110
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ICDM
2006
IEEE
15 years 5 months ago
2006
IEEE
Several spatio-temporal data collected in many applications, such as fMRI data in medical applications, can be represented as a Multivariate Time Series (MTS) matrix with m rows (...
ICCV
2009
IEEE
14 years 9 months ago
2009
IEEE
This paper proposes a learnt data-driven approach for accurate, real-time tracking of facial features using only intensity information. Constraints such as a-priori shape models o...
94
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ICPR
2004
IEEE
16 years 26 days ago
2004
IEEE
Feature subset selection, applied as a pre-processing step to machine learning, is valuable in dimensionality reduction, eliminating irrelevant data and improving classifier perfo...
103
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CIKM
2011
Springer
13 years 11 months ago
2011
Springer
Traditional feature selection methods assume that the data are independent and identically distributed (i.i.d.). In real world, tremendous amounts of data are distributed in a net...
114
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ACL
2012
13 years 2 months ago
2012
We present a novel approach to the automatic acquisition of a Verbnet like classification of French verbs which involves the use (i) of a neural clustering method which associate...