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Titlebook: Chronicles: Formalization of a Temporal Model; Thomas Guyet,Philippe Besnard Book 2023 The Editor(s) (if applicable) and The Author(s), un

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发表于 2025-3-21 18:32:03 | 显示全部楼层 |阅读模式
书目名称Chronicles: Formalization of a Temporal Model
编辑Thomas Guyet,Philippe Besnard
视频videohttp://file.papertrans.cn/227/226433/226433.mp4
丛书名称SpringerBriefs in Computer Science
图书封面Titlebook: Chronicles: Formalization of a Temporal Model; Thomas Guyet,Philippe Besnard Book 2023 The Editor(s) (if applicable) and The Author(s), un
描述.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 se
出版日期Book 2023
关键词Mining Temporal Data; Data mining; Spatial data; Pattern Recognition; Spatial Science; temporal model; tem
版次1
doihttps://doi.org/10.1007/978-3-031-33693-5
isbn_softcover978-3-031-33692-8
isbn_ebook978-3-031-33693-5Series ISSN 2191-5768 Series E-ISSN 2191-5776
issn_series 2191-5768
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
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Structuring the Space of Chronicles, we would like to identify semi-lattice structure in subclasses of chronicles. This section successively introduces the notion of slim, simple and pairwise flush chronicles. The slim chronicle is briefly introduced as a technical construction. Then, we introduce the class of simple chronicles to dis
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Occurrences of a Chronicle,system monitoring applications. A chronicle defines a temporal arrangement of events whose occurrences have to be monitored (for instance, for firing alarms). This section exploits our formal account of chronicles to formalize the notion of occurrence of a chronicle in a sequence. In addition, we in
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https://doi.org/10.1007/978-3-642-60168-2ing a set of temporal sequences. In the former problem, a chronicle is the description of a situation to be recognized in a temporal sequence. The main application field is the monitoring of system behaviour. Given a set of temporal sequences, the latter problem consists in building a chronicle that
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https://doi.org/10.1007/978-3-642-60168-2them as diagrams. Mathematically, a chronicle is a pair of a multiset of events types and a set of temporal constraints. Then the chapter starts to report our investigation about how the space of chronicles can be structured. More specifically, it introduces a relation between chronicles which is ba
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https://doi.org/10.1007/978-3-663-19732-4 we would like to identify semi-lattice structure in subclasses of chronicles. This section successively introduces the notion of slim, simple and pairwise flush chronicles. The slim chronicle is briefly introduced as a technical construction. Then, we introduce the class of simple chronicles to dis
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https://doi.org/10.1007/978-3-658-40433-8system monitoring applications. A chronicle defines a temporal arrangement of events whose occurrences have to be monitored (for instance, for firing alarms). This section exploits our formal account of chronicles to formalize the notion of occurrence of a chronicle in a sequence. In addition, we in
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