Mining Temporal Data with Chronicles

Name: Mining Temporal Data with Chronicles
Brand: Springer, Berlin
SKU: 9783031336928
Price: 1147 CZK
Availability: InStock

Autor: Thomas Guyet, Philippe Besnard

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer, Berlin

Dostupnost: Skladem u dodavatele

Odesíláme za 5-8 dnů

1 147 Kč

This book is intended as an introduction to a versatile model for temporal data. It exhibits an orig...

Informace o knize

Autor

Thomas Guyet, Philippe Besnard

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2023

Stránek

140

EAN

9783031336928

Enbook ID

43312541

Vydavatel

Springer, Berlin

Hmotnost

204

Rozměry

155 x 235

Kompletní popis

This book is intended as an introduction to a versatile model for temporal data. It exhibits an original lattice structure on the space of chronicles and proposes new counting approach for multiple occurrences of chronicle occurrences. This book also proposes a new approach for frequent temporal pattern mining using pattern structures. This book was initiated by the work of Ch. Dousson in the 1990's. At that time, the prominent format was Temporal Constraint Networks for which the article by Richter, Meiri and Pearl is seminal.Chronicles do not conflict with temporal constraint networks, they are closely related. Not only do they share a similar graphical representation, they also have in common a notion of constraints in the timed succession of events. However, chronicles are definitely oriented towards fairly specific tasks in handling temporal data, by making explicit certain aspects of temporal data such as repetitions of an event. The notion of chronicle has been applied both for situation recognition and temporal sequence abstraction. The first challenge benefits from the simple but expressive formalism to specify temporal behavior to match in a temporal sequence. The second challenge aims to abstract a collection of sequences by chronicles with the objective to extract characteristic behaviors.This book targets researchers and students in computer science (from logic to data science). Engineers who would like to develop algorithms based on temporal models will also find this book useful.

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také

Nejčastěji hledané

Categories

Authors

Publishers

Produkty

Produkty

Nejčastěji hledané

Categories

Authors

Publishers

Produkty

Produkty

Mining Temporal Data with Chronicles

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Effective Practice in Spatial Planning

Freddie Ramos Takes Off

Civil Litigation, Evidence and Remedies 2015 - 2016

Finance Curse

Wireless Telegraphy and Hertzian Waves

Zákaznicí kteří koupili tuto knihu koupili také

Flore magique et astrologique de l'Antiquité

Teribear

Histoire Géographie 1ere/Terminale Bac Pro Agricole- Manuel- Module MG2