scholarly journals Voltammetric Electronic Tongue and Support Vector Machines for Identification of Selected Features in Mexican Coffee

Sensors ◽  
2014 ◽  
Vol 14 (9) ◽  
pp. 17770-17785 ◽  
Author(s):  
Rocio Domínguez ◽  
Laura Moreno-Barón ◽  
Roberto Muñoz ◽  
Juan Gutiérrez
Keyword(s):  
Support Vector Machines ◽  
Electronic Tongue ◽  
Support Vector ◽  
Vector Machines ◽  
Voltammetric Electronic Tongue

scholarly journals Detection of Adulteration in Argan Oil by Using an Electronic Nose and a Voltammetric Electronic Tongue

2014 ◽  
Vol 2014 ◽  
pp. 1-10 ◽  
Author(s):  
Madiha Bougrini ◽  
Khalid Tahri ◽  
Zouhair Haddi ◽  
Tarik Saidi ◽  
Nezha El Bari ◽  
...  
Keyword(s):  
Pattern Recognition ◽  
Electronic Tongue ◽  
Principal Component ◽  
Oxide Semiconductor ◽  
Support Vector ◽  
Pattern Recognition Methods ◽  
Argan Oil ◽  
Vector Machines ◽  
Voltammetric Electronic Tongue ◽  
Ensure Product Quality

Adulteration detection of argan oil is one of the main aspects of its quality control. Following recent fraud scandals, it is mandatory to ensure product quality and customer protection. The aim of this study is to detect the percentages of adulteration of argan oil with sunflower oil by using the combination of a voltammetric e-tongue and an e-nose based on metal oxide semiconductor sensors and pattern recognition techniques. Data analysis is performed by three pattern recognition methods: principal component analysis (PCA), discriminant factor analysis (DFA), and support vector machines (SVMs). Excellent results were obtained in the differentiation between unadulterated and adulterated argan oil with sunflower one. To the best of our knowledge, this is the first attempt to demonstrate whether the combined e-nose and e-tongue technologies could be successfully applied to the detection of adulteration of argan oil.

Soft Biometrics Classification Using Denoising Convolutional Autoencoders and Support Vector Machines

2018 ◽  
Author(s):  
Nelson Marcelo Romero Aquino ◽  
Matheus Gutoski ◽  
Leandro Takeshi Hattori ◽  
Heitor Silvério Lopes
Keyword(s):  
Support Vector Machines ◽  
Support Vector ◽  
Soft Biometrics ◽  
Vector Machines

scholarly journals Classification of hyperspectral endocrine tissue images using support vector machines

2020 ◽  
Vol 16 (5) ◽  
pp. 1-10
Author(s):  
Marianne Maktabi ◽  
Hannes Köhler ◽  
Magarita Ivanova ◽  
Thomas Neumuth ◽  
Nada Rayes ◽  
...  
Keyword(s):  
Support Vector Machines ◽  
Support Vector ◽  
Endocrine Tissue ◽  
Vector Machines
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