Introduction to algorithms for data mining and machine learning. (2019)
- Record Type:
- Book
- Title:
- Introduction to algorithms for data mining and machine learning. (2019)
- Main Title:
- Introduction to algorithms for data mining and machine learning
- Further Information:
- Note: Xin-She Yang.
- Authors:
- Yang, Xin-She
- Contents:
- 1. Introduction; 2. Mathematical Foundations; 3. Data Fitting and Method of Least Squares; 4. Logistic Regression and PCA; 5. Data Mining; 6. Artificial Neural Networks; 7. Support Vector Machine; 8. Deep Learning
- Publisher Details:
- Amsterdam : Academic Press
- Publication Date:
- 2019
- Extent:
- 1 online resource
- Subjects:
- 006.312028551
Data mining -- Mathematics
Machine learning -- Mathematics - Languages:
- English
- ISBNs:
- 9780128172179
- Related ISBNs:
- 9780128172162
- 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.433921
- Ingest File:
- 02_553.xml