Statistical Machine Learning for Human Behaviour Analysis

Statistical Machine Learning for Human Behaviour Analysis
Author :
Publisher : MDPI
Total Pages : 300
Release :
ISBN-10 : 9783039362288
ISBN-13 : 3039362283
Rating : 4/5 (283 Downloads)

Book Synopsis Statistical Machine Learning for Human Behaviour Analysis by : Thomas Moeslund

Download or read book Statistical Machine Learning for Human Behaviour Analysis written by Thomas Moeslund and published by MDPI. This book was released on 2020-06-17 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Special Issue focused on novel vision-based approaches, mainly related to computer vision and machine learning, for the automatic analysis of human behaviour. We solicited submissions on the following topics: information theory-based pattern classification, biometric recognition, multimodal human analysis, low resolution human activity analysis, face analysis, abnormal behaviour analysis, unsupervised human analysis scenarios, 3D/4D human pose and shape estimation, human analysis in virtual/augmented reality, affective computing, social signal processing, personality computing, activity recognition, human tracking in the wild, and application of information-theoretic concepts for human behaviour analysis. In the end, 15 papers were accepted for this special issue. These papers, that are reviewed in this editorial, analyse human behaviour from the aforementioned perspectives, defining in most of the cases the state of the art in their corresponding field.


Statistical Machine Learning for Human Behaviour Analysis Related Books

Statistical Machine Learning for Human Behaviour Analysis
Language: en
Pages: 300
Authors: Thomas Moeslund
Categories: Technology & Engineering
Type: BOOK - Published: 2020-06-17 - Publisher: MDPI

DOWNLOAD EBOOK

This Special Issue focused on novel vision-based approaches, mainly related to computer vision and machine learning, for the automatic analysis of human behavio
Behavior Analysis with Machine Learning Using R
Language: en
Pages: 370
Authors: Enrique Garcia Ceja
Categories: Psychology
Type: BOOK - Published: 2021-11-26 - Publisher: CRC Press

DOWNLOAD EBOOK

Behavior Analysis with Machine Learning Using R introduces machine learning and deep learning concepts and algorithms applied to a diverse set of behavior analy
Behavior Computing
Language: en
Pages: 371
Authors: Longbing Cao
Categories: Computers
Type: BOOK - Published: 2012-04-10 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

'Behavior' is an increasingly important concept in the scientific, societal, economic, cultural, political, military, living and virtual worlds. Behavior comput
Understanding Machine Learning
Language: en
Pages: 415
Authors: Shai Shalev-Shwartz
Categories: Computers
Type: BOOK - Published: 2014-05-19 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying thei
Interpretable Machine Learning
Language: en
Pages: 320
Authors: Christoph Molnar
Categories: Computers
Type: BOOK - Published: 2020 - Publisher: Lulu.com

DOWNLOAD EBOOK

This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will learn about simp