Chronicles: Formalization of a Temporal Model

Language: English

Published by Springer, Springer International Publishing Jul 2023, 2023

3031336925 / 9783031336928

Series: Book 36 of 103 - SpringerBriefs in Computer Science

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This item is printed on demand - Print on Demand Titel. Neuware -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.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 140 pp. Englisch.…

Seller Inventory # 9783031336928

Title
Chronicles: Formalization of a Temporal Model
Author
Thomas Guyet
Publisher
Springer, Springer International Publishing Jul 2023
Publication year
2023
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3031336925
ISBN 13
9783031336928
Item weight
224 grams
Dimensions
235x155x8 mm
Series
Book 36 of 103: SpringerBriefs in Computer Science

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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