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1D Gradient-Weighted Class Activation Mapping, Visualizing Decision Process of Convolutional Neural Network-Based Models in Spectroscopy Analysis.
Shi, Guo-Yang; Wu, Hao-Ping; Luo, Si-Heng; Lu, Xin-Yu; Ren, Bin; Zhang, Qian; Lin, Wei-Qi; Chen, Rui-Yun; Guo, Ping; Chen, Hua-Bin; Tian, Zhong-Qun; Shao, Gui-Fang; Yang, Liu; Liu, Guo-Kun.
Affiliation
  • Shi GY; Xiamen Key Lab. of Big Data Intelligent Analysis and Decision, School of Aerospace Engineering, Xiamen University, Xiamen, Fujian 361102, China.
  • Wu HP; State Key Laboratory of Marine Environmental Science, Fujian Provincial Key Laboratory for Coastal Ecology and Environmental Studies, Center for Marine Environmental Chemistry & Toxicology, College of the Environment and Ecology, Xiamen University, Xiamen, Fujian 361102, China.
  • Luo SH; State Key Laboratory of Marine Environmental Science, Fujian Provincial Key Laboratory for Coastal Ecology and Environmental Studies, Center for Marine Environmental Chemistry & Toxicology, College of the Environment and Ecology, Xiamen University, Xiamen, Fujian 361102, China.
  • Lu XY; State Key Laboratory of Marine Environmental Science, Fujian Provincial Key Laboratory for Coastal Ecology and Environmental Studies, Center for Marine Environmental Chemistry & Toxicology, College of the Environment and Ecology, Xiamen University, Xiamen, Fujian 361102, China.
  • Ren B; State Key Laboratory for Physical Chemistry of Solid Surfaces, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, Fujian 361005, China.
  • Zhang Q; State Key Laboratory for Physical Chemistry of Solid Surfaces, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, Fujian 361005, China.
  • Lin WQ; State Key Laboratory for Physical Chemistry of Solid Surfaces, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, Fujian 361005, China.
  • Chen RY; Xiamen Products Quality Supervision & Inspection Institute, Xiamen, Fujian 361005, China.
  • Guo P; Xiamen Products Quality Supervision & Inspection Institute, Xiamen, Fujian 361005, China.
  • Chen HB; Food Inspection and Testing Research Institute of Jiangxi General Institute of Testing and Certification, Nanchang, Jiangxi 330046, China.
  • Tian ZQ; Food Inspection and Testing Research Institute of Jiangxi General Institute of Testing and Certification, Nanchang, Jiangxi 330046, China.
  • Shao GF; School of Electronic Science and Engineering, Xiamen University, Xiamen, Fujian 361102, China.
  • Yang L; State Key Laboratory for Physical Chemistry of Solid Surfaces, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, Fujian 361005, China.
  • Liu GK; Xiamen Key Lab. of Big Data Intelligent Analysis and Decision, School of Aerospace Engineering, Xiamen University, Xiamen, Fujian 361102, China.
Anal Chem ; 95(26): 9959-9966, 2023 Jul 04.
Article in En | MEDLINE | ID: mdl-37351568
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Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Prognostic_studies / Qualitative_research Language: En Journal: Anal Chem Year: 2023 Type: Article Affiliation country: China
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Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Prognostic_studies / Qualitative_research Language: En Journal: Anal Chem Year: 2023 Type: Article Affiliation country: China