Related Books

Machine Learning for Data Streams
Language: en
Pages: 289
Authors: Albert Bifet
Categories: Computers
Type: BOOK - Published: 2023-05-09 - Publisher: MIT Press

DOWNLOAD EBOOK

A hands-on approach to tasks and techniques in data stream mining and real-time analytics, with examples in MOA, a popular freely available open-source software
Transactional Machine Learning with Data Streams and AutoML
Language: en
Pages: 276
Authors: Sebastian Maurice
Categories: Computers
Type: BOOK - Published: 2021-05-20 - Publisher: Apress

DOWNLOAD EBOOK

Understand how to apply auto machine learning to data streams and create transactional machine learning (TML) solutions that are frictionless (require minimal t
Knowledge Discovery from Data Streams
Language: en
Pages: 256
Authors: Joao Gama
Categories: Business & Economics
Type: BOOK - Published: 2010-05-25 - Publisher: CRC Press

DOWNLOAD EBOOK

Since the beginning of the Internet age and the increased use of ubiquitous computing devices, the large volume and continuous flow of distributed data have imp
Learning from Data Streams
Language: en
Pages: 486
Authors: João Gama
Categories: Computers
Type: BOOK - Published: 2007-10-11 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Processing data streams has raised new research challenges over the last few years. This book provides the reader with a comprehensive overview of stream data p
Learning from Data Streams in Dynamic Environments
Language: en
Pages: 75
Authors: Moamar Sayed-Mouchaweh
Categories: Technology & Engineering
Type: BOOK - Published: 2015-12-10 - Publisher: Springer

DOWNLOAD EBOOK

This book addresses the problems of modeling, prediction, classification, data understanding and processing in non-stationary and unpredictable environments. It