Support vector machine firefly algorithm based ... - OSA Publishing
Recommend Documents
Jul 22, 2011 - Post-Fault Transient Stability Status Prediction. Using Synchronized ... Udaya D. Annakkage, Senior Member, IEEE, and Ioni T. Fernando.
vector machine (SVM) is a kernel-based machine learning method that is widely used in QSAR .... trostatic, quantum-chemical, and thermodynamic descrip- tors.
physical processes, such as soil shrinking-swelling, soil crusting, and/or water ...... tention data at one or two points (at the field capacity and the wilting point).
Jul 7, 2011 ... Numerals belonging to Gujarati script are shown in figure 1. ..... [2] Antani S. and
Agnihotri L.: (1999) Gujarati Character Recognition 5th ICDAR, ...
Sep 22, 2009 - remote sensing, support vector machines (SVMs). I. INTRODUCTION. HYPERSPECTRAL remote sensors acquire radiant flux data in typically ...
system. In this context, works were consecrated on algorithm developing of the original image processing, minutiae and singular ... contain two main modules feature extraction and feature matching. ... objects of interest into one of a number of cate
digital Support Vector Machine (SVM) classifier using LNS in which considerable ... software-based solutions executing on general-purpose machines.
devices, the usage rate of SMS will increase more and more in years. SMS is a practical ... evaluated their proposed model on five email and SMS datasets.
Klipsch School of Electrical and Computer Engineering. Las Cruces, New ... build a SVM classifier which separates a group of speakers. Thus each hyperplane built ..... brid kernel, Gaussian radial basis kernel KG(xi, xj) = exp(. â||xiâxj ||2. 2Ï
Abstractâ In this study, we discuss the use of Support Vector. Machine (SVM) learning to classify heart rate signals. Each signal is represented by an attribute ...
Jan 27, 2014 - including the bacterial activators streptokinase and staphylokinase, which ... Keywords: Pg-activators, Plasminogen activators, Streptokinase, ...
Chung-Yao Hsu5. Geng Qiu Jia Cheng6. Chih-Lung Lin1,*. 1Department of Electrical Engineering, National Cheng Kung University, Tainan 701, Taiwan, ROC.
Hardware-Based Support Vector Machine. Classification in Logarithmic Number Systems. Faisal M. Khan, Mark G. Arnold and William M. Pottenger. Computer ...
rithm using the heart rate variability (HRV) signal. The proposed ... the generalized discriminant analysis (GDA) feature reduction scheme and the support.
Hierarchical Support Vector Machine ..... This study was supported by a Silver Technology. Development ... machine-based expert system for reliable heartbeat.
However, to our best knowledge, the method has not been used yet for identification ... to a series of experimental data measured for different selected wavelengths ... (3) all fonts and special characters are correct, and (4) all text and figures fi
observed in EEG is proportional to the increase in alpha power in the left ... (CART) [22-27], and support vector machine (SVM) [28-34]. ...... instruction manual.
l(f(xi,α),yi) = Training Error where l is the zero-one loss function, l(y, Ëy)=1, if y = Ëy, and 0 otherwise. Remp is called the empirical risk. ⢠By doing this we are trying ...
Non-separable case: allow training errors min w,b,ξ. 1. 2 w. T w + C l. â i=1 ξi yi((w. T ..... So performance bette
Department of Civil and Construction Engineering, National Taiwan University of Science and ... firefly colony algorithm-based support vector regression.
resort to a self-training SVM algorithm, which is similar to the case of the ... Our real-world data analysis results will demonstrate the fast convergence and the ...
classifying very large datasets on standard personal computers. We extend the .... function of degree d, a RBF (Radial Basis Function) or a sigmoid function. ..... Institute Technical Report 00-07, Computer Sciences Department, University of.
classifying very large datasets on standard personal computers. We extend the .... function of degree d, a RBF (Radial Basis Function) or a sigmoid function. ..... Institute Technical Report 00-07, Computer Sciences Department, University of.
Support vector machine firefly algorithm based ... - OSA Publishing
Jan 1, 2015 - 1Department of Computer System and Technology, Faculty of ... computing scheme support vector machines (SVMs) coupled with the firefly ...
