657 search results - page 37 / 132 » Scaling-Up Support Vector Machines Using Boosting Algorithm |
123
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ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
In this paper, we extend the recently proposed Core Vector Machine algorithm to the regression setting by generalizing the underlying minimum enclosing ball problem. The resultant...
124
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CEAS
2005
Springer
15 years 8 months ago
2005
Springer
This paper explores the use of the naive Bayes classifier as the basis for personalised spam filters. Several machine learning algorithms, including variants of naive Bayes, hav...
179
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IGARSS
2010
14 years 9 months ago
2010
This paper investigates the performance of machine learning methods for classifying rock types from hyperspectral data. The main objective is to test the impact on classification ...
130
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ACCV
2010
Springer
14 years 9 months ago
2010
Springer
Support Vector Regression (SVR) has been a long standing problem in machine learning, and gains its popularity on various computer vision tasks. In this paper, we propose a structu...
107
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ESANN
2008
15 years 3 months ago
2008
This work advances the Support Vector Machine (SVM) based approach for predictive modelling of failure time data as proposed in [1]. The main results concern a drastic reduction in...