661 search results - page 55 / 133 » Generalized clustering, supervised learning, and data assign... |
111
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ICDM
2009
IEEE
15 years 10 months ago
2009
IEEE
— Learning Vector Quantization (LVQ) is a popular class of nearest prototype classifiers for multiclass classification. Learning algorithms from this family are widely used becau...
236
Voted
SIGMOD
2009
ACM
16 years 3 months ago
2009
ACM
Entity Resolution (ER) is an important real world problem that has attracted significant research interest over the past few years. It deals with determining which object descript...
102
Voted
ICDM
2006
IEEE
15 years 9 months ago
2006
IEEE
This paper presents a novel algorithm to cluster emails according to their contents and the sentence styles of their subject lines. In our algorithm, natural language processing t...
112
Voted
GECCO
2007
Springer
15 years 9 months ago
2007
Springer
This paper presents a novel approach to clustering using an accuracy-based Learning Classifier System. Our approach achieves this by exploiting the generalization mechanisms inher...
159
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KDD
2009
ACM
16 years 4 months ago
2009
ACM
Spectral clustering refers to a flexible class of clustering procedures that can produce high-quality clusterings on small data sets but which has limited applicability to large-s...