Intelligent Technologies and Robotics (R0) – Advances in Machine Learning for Big Data AnalysisEbook

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This book focuses on research aspects of ensemble approaches of machine learning techniques that can be applied to address the big data problems. In this book, various advancements of machine learning algorithms to extract data-driven decisions from big data in diverse domains such as the banking sector, healthcare, social media, and video surveillance are presented in several chapters. Each of them has separate functionalities, which can be leveraged to solve a specific set of big data applications. This book is a potential resource for various advances in the field of machine learning and data science to solve big data problems…

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Description

This book focuses on research aspects of ensemble approaches of machine learning techniques that can be applied to address the big data problems.

In this book, various advancements of machine learning algorithms to extract data-driven decisions from big data in diverse domains such as the banking sector, healthcare, social media, and video surveillance are presented in several chapters. Each of them has separate functionalities, which can be leveraged to solve a specific set of big data applications. This book is a potential resource for various advances in the field of machine learning and data science to solve big data problems with many objectives. It has been observed from the literature that several works have been focused on the advancement of machine learning in various fields like biomedical, stock prediction, sentiment analysis, etc. However, limited discussions have been carried out on application of advanced machine learning techniques in solving big data problems.

Langue
en
Version
livre numérique
Date de sortie initiale
24 février 2022
Format ebook
EPUB3

Personnes impliquées

Rédacteur en chef

Satchidananda Dehuri

Deuxième rédacteur

Yen-Wei Chen

Editeur principal

Springer

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Livre d‘étude
Non

EAN

EAN
9789811689307

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Opérateur économique responsable dans l’UE

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Catégories

Ordinateurs et Informatique

Technologies informatiques

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Intelligence artificielle

Apprentissage automatique

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Ebook

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Disponible à l’adresse suivante

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Anglais

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