Related Books

Machine Learning for Data Streams
Language: en
Pages: 262
Authors: Albert Bifet
Categories: Computers
Type: BOOK - Published: 2018-03-16 - 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
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
Transactional Machine Learning with Data Streams and AutoML
Language: en
Pages: 0
Authors: Sebastian Maurice
Categories:
Type: BOOK - Published: 2021 - Publisher:

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
Adaptive Stream Mining
Language: en
Pages: 224
Authors: Albert Bifet
Categories: Computers
Type: BOOK - Published: 2010 - Publisher: IOS Press

DOWNLOAD EBOOK

This book is a significant contribution to the subject of mining time-changing data streams and addresses the design of learning algorithms for this purpose. It