Tsoukalos Time Series Indexing

Implement iSAX in Python to index time series with confidence
1. Auflage 2023
ISBN: 978-1-83882-287-3
Verlag: De Gruyter
Format: EPUB
Kopierschutz: 0 - No protection

E-Book, Englisch, 248 Seiten

No detailed description available for "Time Series Indexing".

Autoren/Hrsg.

Tsoukalos, Mihalis

Fachgebiete

• Mathematik | Informatik Mathematik Stochastik
• Interdisziplinäres Wissenschaften Wissenschaften: Allgemeines Enzyklopädien, Nachschlagewerke, Wörterbücher
• Technische Wissenschaften Technik Allgemein Technik: Allgemeines
• Mathematik | Informatik Mathematik Mathematik Allgemein
• Interdisziplinäres Wissenschaften Wissenschaften: Forschung und Information Forschungsmethodik, Wissenschaftliche Ausstattung

Inhaltsverzeichnis

Table of Contents - An Introduction to Time Series and the Required Python Knowledge
- Implementing SAX
- iSAX
- iSAX - The implementation
- Joining and Comparing iSAX Indexes
- Visualizing iSAX Indexes
- Using iSAX to Approximate MPdist
- Conclusions and Next Steps

Über Autor(innen)

Tsoukalos Mihalis:
Mihalis Tsoukalos holds a BSc in Mathematics from the University of Patras and an MSc in IT from University College London. His previous books Go Systems Programming and Mastering Go have become must-reads for UNIX and Linux systems professionals. He works as a UNIX systems engineer and a technical author. He enjoys writing technical articles and has written for Sys Admin, MacTech, C/C++ Users Journal, USENIX;login:, Linux Journal, Linux User and Developer, Linux Format, and Linux Voice. His research interests include time series data mining, time series indexing, and databases.