Big Data Analysis: New Algorithms for a New Society

Produkt bewerten

Nathalie Japkowicz

▪Jerzy Stefanowski

Verlag:

Springer Verlag

Unsere-Artikel-Nr.: 53PEWN3

EAN: 9783319269870

Erhältlich:

Nicht auf Lager

Zustellung: Di, 14.07.2026

Versand: Kostenlos

-25.2 %

CHF 207.–

CHF 154.80

Beschreibung

This edited volume is devoted to Big Data Analysis from a Machine Learning standpoint as presented by some of the most eminent researchers in this area. It demonstrates that Big Data Analysis opens up new research problems which were either never considered before, or were only considered within a limited range. In addition to providing methodological discussions on the principles of mining Big Data and the difference between traditional statistical data analysis and newer computing frameworks, this book presents recently developed algorithms affecting such areas as business, financial forecasting, human mobility, the Internet of Things, information networks, bioinformatics, medical systems and life science. It explores, through a number of specific examples, how the study of Big Data Analysis has evolved and how it has started and will most likely continue to affect society. While the benefits brought upon by Big Data Analysis are underlined, the book also discusses some of the warnings that have been issued concerning the potential dangers of Big Data Analysis along with its pitfalls and challenges.

Spezifikationen

Sprache

Englisch

Autor

Nathalie Japkowicz
Jerzy Stefanowski

Thema

Künstliche Intelligenz: Allgemein

Kollektion

Studies in Big Data

Zielgruppe

Research

Erscheinungsjahr

2015

Erscheinungsland

Schweiz

Format

Buch (Hardcover)

Anzahl Seiten