Machine Learning and Pattern Recognition Methods in Chemistry from Multivariate and Data Driven Modeling
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Machine Learning and Pattern Recognition Methods in Chemistry from Multivariate and Data Driven Modeling
Ghasemi, Jahan B.
Elsevier - Health Sciences Division
10/2022
216
Mole
Inglês
9780323904087
15 a 20 dias
Descrição não disponível.
1. Statistical Methods in Chemical Data Analysis 2. Multivariate Predictive Modeling and Validation 3. Multivariate Pattern Recognition by Machine Learning Methods 4. Tuning the Apparent Thermodynamic Parameters of Chemical Systems 5. The Analytical/Measurement Sources of Multivariate Errors 6. Autoencoders in Analytical Chemistry 7. Uniqueness in Resolving Multivariate Chemical Data
Appendix 1. Introduction to Python
Appendix 1. Introduction to Python
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Statistical Analysis; Multivariate Data Analysis; Multivariate Errors; Machine Learning; Pattern Recognition; Autoencodeing; Softmodeling; Chemical Data
1. Statistical Methods in Chemical Data Analysis 2. Multivariate Predictive Modeling and Validation 3. Multivariate Pattern Recognition by Machine Learning Methods 4. Tuning the Apparent Thermodynamic Parameters of Chemical Systems 5. The Analytical/Measurement Sources of Multivariate Errors 6. Autoencoders in Analytical Chemistry 7. Uniqueness in Resolving Multivariate Chemical Data
Appendix 1. Introduction to Python
Appendix 1. Introduction to Python
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.