Behavior Analysis with Machine Learning Us...

Dekorationsartikel gehören nicht zum Leistungsumfang.

Sprache: Englisch

69,10 €

inkl. MwSt.

Versandkostenfrei per Post / DHL

Lieferzeit 1-2 Wochen

Kategorien:

Beschreibung

This book introduces machine learning and deep learning concepts and algorithms applied to a diverse set of behavior analysis problems. It focuses on the practical aspects of solving such problems based on data collected from sensors or stored in electronic records.

Über den Autor

Enrique is a Data Scientist at Optimeering. He was previously a Researcher at SINTEF, Norway. He also worked as a PostDoc at the University of Oslo. For the last 11 years, he has been conducting research on behavior analysis using machine learning. Feel free to contact him for any questions, comments, and feedback.
e-mail: e.[...] [at] [...]
twitter: [...]
website: [...]

Inhaltsverzeichnis

1. Introduction to Behavior and Machine Learning
2. Predicting Behavior with Classification Models
3. Predicting Behavior with Ensemble Learning
4. Exploring and Visualizing Behavioral Data
5. Preprocessing Behavioral Data
6. Discovering Behaviors with Unsupervised Learning
7. Encoding Behavioral Data
8. Predicting Behavior with Deep Learning
9. Multi-User Validation
10. Detecting Abnormal Behaviors
Appendix A. Setup Your Environment
Appendix B. Datasets

Details

Erscheinungsjahr:	2024
Fachbereich:	Allgemeines
Genre:	Importe , Psychologie
Rubrik:	Geisteswissenschaften
Thema:	Lexika
Medium:	Taschenbuch
Inhalt:	Einband - flex.(Paperback)
ISBN-13:	9781032067056
ISBN-10:	1032067055
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Ceja, Enrique Garcia
Hersteller:	Chapman and Hall/CRC
Verantwortliche Person für die EU:	Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße:	234 x 156 x 23 mm
Von/Mit:	Enrique Garcia Ceja
Erscheinungsdatum:	29.01.2024
Gewicht:	0,652 kg