352 search results - page 55 / 71 » A Fast Decision Tree Learning Algorithm |
101
Voted
JMLR
2010
14 years 5 months ago
2010
In this paper we learn a dissimilarity measure for categorical data, for effective classification of the data points. Each categorical feature (with values taken from a finite set...
87
Voted
ICTAI
2002
IEEE
15 years 3 months ago
2002
IEEE
There are many machine learning algorithms currently available. In the 21st century, the problem no longer lies in writing the learner, but in choosing which learners to run on a ...
111
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COLING
2002
14 years 10 months ago
2002
In this paper we investigate the task of automatically identifying the correct argument structure for a set of verbs. The argument structure of a verb allows us to predict the rel...
100
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HIS
2008
15 years 10 days ago
2008
Classification in imbalanced domains is a recent challenge in machine learning. We refer to imbalanced classification when data presents many examples from one class and few from ...
NN
2006
Springer
14 years 10 months ago
2006
Springer
In a number of engineering problems, e.g. in geotechnics, petroleum engineering, etc. intervals of measured series data (signals) are to be attributed a class maintaining the cons...