Machine learning and pattern recognition methods in chemistry from multivariate and data driven modeling. (2022)
- Record Type:
- Book
- Title:
- Machine learning and pattern recognition methods in chemistry from multivariate and data driven modeling. (2022)
- Main Title:
- Machine learning and pattern recognition methods in chemistry from multivariate and data driven modeling
- Further Information:
- Note: Edited by Jahan B. Ghasemi.
- Editors:
- Ghasemi, Jahan B
- Contents:
- 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
- Publisher Details:
- Amsterdam : Elsevier
- Publication Date:
- 2022
- Extent:
- 1 online resource
- Subjects:
- 540.285631
Chemistry -- Data processing
Machine learning
Pattern recognition systems
Multivariate analysis - Languages:
- English
- ISBNs:
- 9780323907064
- Related ISBNs:
- 9780323904087
- Notes:
- Note: Description based on CIP data; resource not viewed.
- Access Rights:
- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
- Access Usage:
- Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.730336
- Ingest File:
- 14_058.xml