MATLAB Machine Learning Recipes A Problem-Solution Approach /

Harness the power of MATLAB to resolve a wide range of machine learning challenges. This book provides a series of examples of technologies critical to machine learning. Each example solves a real-world problem. All code in MATLAB Machine Learning Recipes: A Problem-Solution Approach is executable....

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Paluszek, Michael (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Thomas, Stephanie (http://id.loc.gov/vocabulary/relators/aut)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Berkeley, CA : Apress : Imprint: Apress, 2019.
Έκδοση:2nd ed. 2019.
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • 1 Overview
  • 2 Data Representation
  • 3 MATLAB Graphics
  • 4 Kalman Filters
  • 5 Adaptive Control
  • 6 Fuzzy Logic
  • 7 Data Classification with Decision Trees
  • 8 Simple Neural Nets
  • 9 Classification with Neural Nets
  • 10 Neural Nets with Deep Learning
  • 11 Neural Aircraft Control
  • 12 Multiple Hypothesis Testing
  • 13 Autonomous Driving with MHT
  • 14 Case-Based Expert Systems
  • Appendix A: A Brief History of Autonomous Learning
  • Appendix B: Software for Machine Learning.