522 search results - page 66 / 105 » Dynamic Time-Alignment Kernel in Support Vector Machine |
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ICFCA
2009
Springer
14 years 8 months ago
2009
Springer
Abstract. Standard Support Vector Machines (SVM) text classification relies on bag-of-words kernel to express the similarity between documents. We show that a document lattice can ...
100
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JAVA
2001
Springer
15 years 3 months ago
2001
Springer
We present efficient support for generalized arrays of parallel data driven objects. Array elements are regular C++ objects, and are scattered across the parallel machine. An indi...
128
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AIA
2007
15 years 3 days ago
2007
Kernel Ridge Regression (KRR) and the recently developed Kernel Aggregating Algorithm for Regression (KAAR) are regression methods based on Least Squares. KAAR has theoretical adv...
100
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ICDM
2006
IEEE
15 years 4 months ago
2006
IEEE
Kernel methods have been shown to be very effective for applications requiring the modeling of structured objects. However kernels for structures usually are too computational dem...
109
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ICANN
2005
Springer
15 years 4 months ago
2005
Springer
Abstract. Tuning hyper-parameters is a necessary step to improve learning algorithm performances. For Support Vector Machine classifiers, adjusting kernel parameters increases dra...