Parameter Optimization of Support Vector Machine to Improve the Predictive Performance for Determination of Aflatoxin B

Aflatoxin B1 Arachis Coloring Agents Neural Networks, Computer Support Vector Machine
aflatoxin B1 determination feature optimization olfactory visualization technique peanut

Journal

Molecules (Basel, Switzerland)
ISSN: 1420-3049
Titre abrégé: Molecules
Pays: Switzerland
ID NLM: 100964009

Informations de publication

Date de publication:
09 Oct 2022
Historique:
received: 07 09 2022
revised: 07 10 2022
accepted: 08 10 2022
entrez: 14 10 2022
pubmed: 15 10 2022
medline: 18 10 2022
Statut: epublish

Résumé

This study proposes a novel method for detection of aflatoxin B

Identifiants

DOI: 10.3390/molecules27196730 PMID: 36235267 PMC: PMC9573054
pubmed: 36235267
pii: molecules27196730
doi: 10.3390/molecules27196730
pmc: PMC9573054
pii:
doi:

Substances chimiques

Coloring Agents 0
Aflatoxin B1 9N2N2Y55MH

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Subventions

Organisme : National Key Research and Development Program of China
ID : 2017YFC1600603

Références

Food Chem. 2019 Aug 1;288:22-28
pubmed: 30902285
Comput Intell Neurosci. 2021 Aug 6;2021:3946958
pubmed: 34413887
Food Chem. 2020 Jul 30;319:126584
pubmed: 32197216
Chem Rev. 2019 Jan 9;119(1):231-292
pubmed: 30207700
Toxins (Basel). 2020 Nov 13;12(11):
pubmed: 33202953
J Agric Food Chem. 2020 Dec 9;68(49):14364-14373
pubmed: 32458686
Food Chem. 2021 Feb 15;338:127828
pubmed: 32822904
J Food Sci Technol. 2021 Jul;58(7):2714-2724
pubmed: 34194107
Nature. 2000 Aug 17;406(6797):710-3
pubmed: 10963592
Food Res Int. 2019 Dec;126:108605
pubmed: 31732085

Auteurs

Chengyun Zhu (C)

School of Physics and Electronic Engineering, Yancheng Teachers University, Yancheng 224007, China.
Jiangsu Intelligent Optoelectronic Devices and Measurement and Control Engineering Research Center, Yancheng 224007, China.

Jihong Deng (J)

School of Electrical and Information Engineering, Jiangsu University, Zhenjiang 212013, China.

Hui Jiang (H)

School of Electrical and Information Engineering, Jiangsu University, Zhenjiang 212013, China.
ORCID: 0000-0001-6754-1125

Articles similaires

Exploring blood-brain barrier passage using atomic weighted vector and machine learning.

Yoan Martínez-López, Paulina Phoobane, Yanaima Jauriga et al.
1.00
Blood-Brain Barrier Machine Learning Humans Support Vector Machine Software

Unsupervised learning for real-time and continuous gait phase detection.

Dollaporn Anopas, Yodchanan Wongsawat, Jetsada Arnin
1.00
Humans Gait Neural Networks, Computer Unsupervised Machine Learning Walking

Detection, classification, and characterization of proximal humerus fractures on plain radiographs.

Reinier W A Spek, William J Smith, Marat Sverdlov et al.
1.00
Humans Shoulder Fractures Tomography, X-Ray Computed Neural Networks, Computer Female

Editorial: Artificial Intelligence (AI), Digital Image Analysis, and the Future of Cancer Diagnosis and Prognosis.

Dinah V Parums
1.00
Humans Artificial Intelligence Neoplasms Prognosis Image Processing, Computer-Assisted

Classifications MeSH

questionsmedicales.fr › Facteurs biologiques › Toxines biologiques › Mycotoxines › Aflatoxines › Aflatoxine B1 › Parameter Optimization of Support Vector...
questionsmedicales.fr › Eucaryotes › Viridiplantae › Streptophyta › Embryophyta › Tracheobionta › Magnoliopsida › Fabaceae › Arachis › Parameter Optimization of Support Vector...
questionsmedicales.fr › Actions chimiques et utilisations › Utilisations spécialisées de produits chimiques › Agents colorants › Parameter Optimization of Support Vector...
questionsmedicales.fr › Sciences de l'information › Méthodologies informatiques › Algorithmes › Intelligence artificielle › Réseaux neuronaux (ordinateur) › Parameter Optimization of Support Vector...
questionsmedicales.fr › Sciences de l'information › Méthodologies informatiques › Algorithmes › Intelligence artificielle › Apprentissage machine › Apprentissage machine supervisé › Machine à vecteur de support › Parameter Optimization of Support Vector...