A global approach to data value maximization : integration, machine learning and multimodal analysis / by Paolo Dell'Aversana.

Format:

Book

Author/Creator:

Dell'Aversana, Paolo, author.

Language:

English

Subjects (All):

Electronic data processing--Acronyms.

Electronic data processing.

Genre:

Libros electrónicos.

Physical Description:

1 online resource (226 pages)

Edition:

1st ed.

Place of Publication:

Newcastle upon Tyne, UK : Cambridge Scholars Publishing, [2019]

Summary:

This book presents a systematic discussion about methods and techniques used to extract the maximum informative value from complex data sets. A multitude of approaches and techniques can be applied for that purpose, including data fusion and model integration, multimodal data analysis in different physical domains, audio-video display of data through techniques of "sonification", multimedia machine learning, and hybrid methods of data analysis. The book begins with the domain of geosciences, before moving on to other scientific areas, like diagnostic medicine and various engineering sectors. As such, it will appeal to a large audience, including geologists and geophysicists, data scientists, physicians and cognitive scientists, and experts in social sciences and knowledge management.

Contents:

Intro

Table of Contents

Preface

Chapter One

Chapter Two

Chapter Three

Chapter Four

Chapter Five

Colour Centrefold

Chapter Six

Chapter Seven

Chapter Eight

Appendix One

Appendix Two

Appendix Three

Appendix Four

Appendix Five

Appendix Six.

Notes:

Description based on print version record.

Description based on publisher supplied metadata and other sources.

ISBN:

1-5275-3337-9

OCLC:

1099434657