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Searching for "Comparing Support Vector Machines" – sorted by Relevance.

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55 documents found, showing 1 through 10. Next 10 →

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Comparing Support Vector Machines with Gaussian Kernels to Radial Basis Function Classifiers
by Bernhard Schölkopf, B. Scholkopf, K. Sung, C. Burges, F. Girosi, P. Niyogi, T. Poggio, V. Vapnik — 1997 — IEEE Transactions on Signal Processing
…, 1996 C.B.C.L. Paper No. 142 Comparing Support Vector Machines with Gaussian Kernels to Radial Basis…
Cited by 87 (13 self) – Add To MetaCart

Support vector machine for regression and applications to financial forecasting
by Theodore B. Trafalis, Huseyin Ince — 2000 — In Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN2000
… of this paper is to compare the support vector machine (SVM) developed by Vapnik with other techniques…
Cited by 12 (0 self) – Add To MetaCart

The set covering machine with data-dependent halfspaces
by Mario Marchand, Département D’informatique Université Laval, Mohak Shah — 2003 — Proc. 20th International Conf. on Machine Learning
… compared the practical performance of the SCM with the Support Vector Machine (SVM) equipped with a…
Cited by 2 (1 self) – Add To MetaCart

Intrusion Detection Systems Using Decision Trees and Support Vector Machines
by Sandhya Peddabachigari, Ajith Abraham, Johnson Thomas — 2004 — VECTOR MACHINES, INTERNATIONAL JOURNAL OF APPLIED SCIENCE AND COMPUTATIONS
… compare decision tress with support vector machines. We investigate and evaluate intelligent systems…
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Sketched symbol recognition using zernike moments
by Heloise Hse, A. Richard Newton — 2004 — International Conference on Pattern Recognition
… symbols and three different classification techniques are compared: Support Vector Machines (SVM), Minimum…
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Evolutionary Selection of Kernels in Support Vector Machines
by Kanchan Thadani, V. K. Jayaraman, V. Sundararajan
… that the Evolutionary Support Vector Machine has good generalization properties when compared with Support Vector…
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T.: Fast n-fold cross-validation for regularized least-squares
by Tapio Pahikkala, Jorma Boberg, Tapio Salakoski — 2006 — In: Proceedings of the Ninth Scandinavian Conference on Artificial Intelligence (SCAI
… comparable to that of the support vector machines in several machine learning tasks. In small scale problems…
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Capturing fine-phonetic variation in speech through automatic classification of articulatory features
by Odette Scharenborg, Vincent Wan, Roger K. Moore — 2006 — In: Proceedings of the workshop on Speech Recognition and Intrinsic Variation
… here, we compared support vector machines (SVMs) with multilayer perceptrons (MLPs). MLPs have been…
Cited by 3 (2 self) – Add To MetaCart

Slovenian Pattern Recognition Society, Ljubljana, Slovenia Temporal Segmentation of Group Motion using Gaussian Mixture Models
by Matej Kristan, Goran Vučkovič, Stanislav Kovačič
… continuity of the game. The presented approach is compared to the Support Vector Machine (SVM) classifier…
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Severe Storm Cell Classification Using Support Vector Machines And Radial Basis Function Approaches
by Ramirez Pedrycz Pizzi, L. Ramirez, W. Pedrycz, N. Pizzi — Proc IEEE Canadian Conf Elec Comp Eng
… in the classification over a testing set. The three approaches compared are the support vector machine (SVM) classifier…
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