1025 search results - page 75 / 205 » Constraint Programming for Data Mining and Machine Learning |
101
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ICDM
2007
IEEE
15 years 9 months ago
2007
IEEE
Supervised learning is a classic data mining problem where one wishes to be be able to predict an output value associated with a particular input vector. We present a new twist on...
135
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ICDM
2010
IEEE
15 years 29 days ago
2010
IEEE
The growth of the web has directly influenced the increase in the availability of relational data. One of the key problems in mining such data is computing the similarity between o...
108
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ICML
2008
IEEE
16 years 3 months ago
2008
IEEE
We consider feature extraction (dimensionality reduction) for compositional data, where the data vectors are constrained to be positive and constant-sum. In real-world problems, t...
128
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ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
This paper presents an approach to build Sparse Large Margin Classifiers (SLMC) by adding one more constraint to the standard Support Vector Machine (SVM) training problem. The ad...
119
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KDD
2005
ACM
16 years 3 months ago
2005
ACM
This paper presents a novel approach for using clickthrough data to learn ranked retrieval functions for web search results. We observe that users searching the web often perform ...