نتایج جستجو برای: support vector machine

تعداد نتایج: 1028308  

2012
Koji Kashihara Momoyo Ito Minoru Fukumi

An automatic filtering system to classify individual unpleasant emotions represented by pupil-size changes was proposed. The support vector machines classifier was applied to single-trial data of pupil size and indicated the possibility of the correct judgment of individually unpleasant states immediately after looking at emotional pictures. The framework was then constructed to automatically f...

2007
Juliang Zhang Yong Shi

In this paper, we propose a framework of optimization method for classification problem and show that Support Vector Machine (SVM), Glover’s method and Shi’s Method (MCLP) are special cases of the model.

2013
Ihab Nahlus

Abstract—In this paper, we apply a probabilistic method to predict the effect of quantization in a digital implementation of a Support Vector Machine (SVM). the quantization effects taken into consideration are both, input data and calculations done inside the processor. We derived a closed-form expression for these effects for an SVM using a 2 order polynomial Kernel and matched it with simula...

Journal: :Journal of chemical information and modeling 2005
Chun Wei Yap Yu Zong Chen

Statistical learning methods have been used in developing filters for predicting inhibitors of two P450 isoenzymes, CYP3A4 and CYP2D6. This work explores the use of different statistical learning methods for predicting inhibitors of these enzymes and an additional P450 enzyme, CYP2C9, and the substrates of the three P450 isoenzymes. Two consensus support vector machine (CSVM) methods, "positive...

1999
A. Amnon Shashua

We show that the orientation and location of the separating hyperplane for 2-class supervised pattern classiication obtained by the Support Vector Machine (SVM) proposed by Vapnik and his colleagues, is equivalent to the solution obtained by Fisher's Linear Discriminant on the set of Support Vectors. In other words, SVM can be seen as a way to \sparsify" Fisher's Linear Discriminant in order to...

Journal: :International Journal of Computer and Communication Technology 2010

Journal: :Proceedings of the American Society for Information Science and Technology 2011

Journal: :International Journal of Computer Applications Technology and Research 2018

Journal: :DEStech Transactions on Computer Science and Engineering 2017

2012
Wang Yan Xiaoye Han Vladimir Pavlovic

Many adaptive tracking-by-detection methods have been proposed to track object with slowly changing appearance. However, most of those methods are designed for single object tracking. This paper proposes a method for adaptively tracking multiple objects based on a modified structured Support Vector Machine (SVM). The method utilizes the inter-object constraints and the layout information, which...

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