Chronicles Formalization of a Temporal Model is popular PDF and ePub book, written by Thomas Guyet in 2023-07-25, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Chronicles Formalization of a Temporal Model can be Read Online from any device for your convenience.
Chronicles Formalization of a Temporal Model Book PDF Summary
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.
Detail Book of Chronicles Formalization of a Temporal Model PDF
- Author : Thomas Guyet
- Release : 25 July 2023
- Publisher : Springer Nature
- ISBN : 9783031336935
- Genre : Computers
- Total Page : 132 pages
- Language : English
- PDF File Size : 15,6 Mb
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