86 search results - page 11 / 18 » Bagging, Boosting, and C4.5 |
172
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MCS
2009
Springer
16 years 24 days ago
2009
Springer
There are a variety of methods for inducing predictive systems from observed data. Many of these methods fall into the field of study of machine learning. Some of the most effec...
165
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MCS
2009
Springer
16 years 24 days ago
2009
Springer
The classification of hyperspectral imagery, using multiple classifier systems is discussed and an SVM-based ensemble is introduced. The data set is separated into separate featu...
197
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IEEECIT
2007
IEEE
16 years 9 days ago
2007
IEEE
In machine learning, ensemble classifiers have been introduced for more accurate pattern classification than single classifiers. We propose a new ensemble learning method that emp...
171
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IJCNN
2007
IEEE
16 years 9 days ago
2007
IEEE
— Forecasting the tide level in the Venezia lagoon is a very compelling task. In this work we propose a new approach to the learning of tide level time series based on the local ...
179
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SETN
2004
Springer
15 years 11 months ago
2004
Springer
Abstract. Single classifiers, such as Neural Networks, Support Vector Machines, Decision Trees and other, can be used to perform classification of data for relatively simple proble...