1577 search results - page 128 / 316 » Data Mining: Machine Learning, Statistics, and Databases |
124
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NIPS
2004
15 years 3 months ago
2004
Various problems in machine learning, databases, and statistics involve pairwise distances among a set of objects. It is often desirable for these distances to satisfy the propert...
103
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KDD
2010
ACM
15 years 5 months ago
2010
ACM
Modern data mining settings involve a combination of attributevalued descriptors over entities as well as specified relationships between these entities. We present an approach t...
129
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GECCO
2003
Springer
15 years 7 months ago
2003
Springer
This paper presents an approach for classifying students in order to predict their final grade based on features extracted from logged data in an education web-based system. A comb...
114
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SIGIR
2003
ACM
15 years 7 months ago
2003
ACM
Collaborative filtering aims at learning predictive models of user preferences, interests or behavior from community data, i.e. a database of available user preferences. In this ...
104
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PAKDD
2005
ACM
15 years 7 months ago
2005
ACM
Self-training is a semi-supervised learning algorithm in which a learner keeps on labeling unlabeled examples and retraining itself on an enlarged labeled training set. Since the s...