scholarly journals Classification of degenerative parkinsonism subtypes by support-vector-machine analysis and striatal 123I-FP-CIT indices

2019 ◽  
Vol 266 (7) ◽  
pp. 1771-1781 ◽  
Author(s):  
Nicolas Nicastro ◽  
Jennifer Wegrzyk ◽  
Maria Giulia Preti ◽  
Vanessa Fleury ◽  
Dimitri Van de Ville ◽  
...  
Keyword(s):  
Support Vector Machine ◽  
Support Vector ◽  
Machine Analysis ◽  
Degenerative Parkinsonism

scholarly journals Individual Classification of Mild Cognitive Impairment Subtypes by Support Vector Machine Analysis of White Matter DTI

2012 ◽  
Vol 34 (2) ◽  
pp. 283-291 ◽  
Author(s):  
S. Haller ◽  
P. Missonnier ◽  
F.R. Herrmann ◽  
C. Rodriguez ◽  
M.-P. Deiber ◽  
...  
Keyword(s):  
Support Vector Machine ◽  
Cognitive Impairment ◽  
Mild Cognitive Impairment ◽  
White Matter ◽  
Support Vector ◽  
Machine Analysis

Methods of Support Vector Machine on Classification of Expansive Soils

2012 ◽  
Vol 531 ◽  
pp. 562-565 ◽  
Author(s):  
Hai Ying Yang ◽  
Yun Liu
Keyword(s):  
Support Vector Machine ◽  
Expansive Soils ◽  
Expansive Soil ◽  
Liquid Limit ◽  
Classification Model ◽  
Support Vector ◽  
Large Set ◽  
Practical Engineering ◽  
Machine Analysis

The classification of the grade of shrink and expansion for the expansive soils was the initial and essential work for engineering construction in expansive soil area. Based on the principle of support vector machine analysis, a classification model of expansive was established in this paper, including five indexes reflecting the shrink and expansion of expansive soil, liquid limit, swell-shrink total ratio, plasticity index, water contents and free expansive ratio and functions were obtained through training a large set of expansive samples. It was shown that the classification model of SVM analysis is an effective method performed excellently with high prediction accuracy and could be used in practical engineering.

Classification of Fatigued Bills Based on a Support Vector Machine by Using the Amplitude Difference Features of Acoustic Signals

2011 ◽  
Vol 131 (8) ◽  
pp. 1495-1501
Author(s):  
Dongshik Kang ◽  
Masaki Higa ◽  
Hayao Miyagi ◽  
Ikugo Mitsui ◽  
Masanobu Fujita ◽  
...  
Keyword(s):  
Support Vector Machine ◽  
Acoustic Signals ◽  
Support Vector ◽  
Amplitude Difference

Classification of hyperspectral images based on multifractal features and support vector machine

2018 ◽  
Vol 62 (5) ◽  
pp. 558-562
Author(s):  
Uchaev D.V. ◽  
◽  
Uchaev Dm.V. ◽  
Malinnikov V.A. ◽  
◽  
...  
Keyword(s):  
Support Vector Machine ◽  
Hyperspectral Images ◽  
Support Vector

Color Region Classification of Flue-cured Tobacco Leaves Based on the Image Processing and Support Vector Machine

2013 ◽  
Vol 38 (2) ◽  
pp. 374-379 ◽  
Author(s):  
Zhi-Li PAN ◽  
Meng QI ◽  
Chun-Yang WEI ◽  
Feng LI ◽  
Shi-Xiang ZHANG ◽  
...  
Keyword(s):  
Image Processing ◽  
Support Vector Machine ◽  
Support Vector ◽  
Tobacco Leaves ◽  
Region Classification
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