1578 search results - page 55 / 316 » Temporal Data Classification Using Linear Classifiers |
108
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ICPR
2004
IEEE
16 years 3 months ago
2004
IEEE
A measure of stability for a wide class of pattern recognition algorithms is introduced to cope with overfitting in classification problems. Based on this concept, constructive me...
ICPR
2002
IEEE
16 years 3 months ago
2002
IEEE
The nearest neighbor (NN) rule is a simple and intuitive method for solving classification problems. Originally, it uses distances to the complete training set. It performs well, ...
105
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AI
2001
Springer
15 years 6 months ago
2001
Springer
Abstract. This paper investigates the methods for learning predictive classifiers based on Bayesian belief networks (BN) – primarily unrestricted Bayesian networks and Bayesian m...
134
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EMNLP
2009
14 years 12 months ago
2009
Polarity lexicons have been a valuable resource for sentiment analysis and opinion mining. There are a number of such lexical resources available, but it is often suboptimal to us...
139
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IEEECIT
2007
IEEE
15 years 8 months 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...