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Chronicles: Formalization of a Temporal Model [[electronic resource] /] / by Thomas Guyet, Philippe Besnard
| Chronicles: Formalization of a Temporal Model [[electronic resource] /] / by Thomas Guyet, Philippe Besnard |
| Autore | Guyet Thomas |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (132 pages) |
| Disciplina | 006.312 |
| Altri autori (Persone) | BesnardPhilippe |
| Collana | SpringerBriefs in Computer Science |
| Soggetto topico |
Data mining
Pattern recognition systems Space in economics Data Mining and Knowledge Discovery Automated Pattern Recognition Spatial Economics |
| ISBN | 3-031-33693-3 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Contents -- List of Symbols -- List of Figures -- 1 Introduction -- 1.1 Why Study Chronicles? -- 1.1.1 Situation Recognition -- 1.1.2 Abstracting Sequences -- 1.2 The Role of a Chronicle and Its Components -- 1.2.1 Injective Mapping from Events in Chronicles to Events in Sequences -- 1.2.2 Consistency and Redundancy of Temporal Constraints -- 1.3 Notions of Temporal Constraints -- 1.3.1 Edge Directions and Negativity of the Temporal Constraints -- 1.3.2 Unlimited Edges vs. Absence of Edges -- 1.3.3 What Is the Meaning of Multiple Temporal Constraints Between Two Events? -- 2 A Formal Account of Chronicles -- 2.1 Preliminary Definitions -- 2.1.1 Event Types and Events -- 2.1.2 Chronicles -- 2.2 Multiset Embeddings -- 2.3 A Preorder Between Chronicles -- 2.4 Chronicles and Subgraph Isomorphisms -- 3 Structuring the Space of Chronicles -- 3.1 Introduction -- 3.2 A Partial Order Between Slim Chronicles -- 3.3 Simple Chronicles -- 3.4 Intersection Between Chronicles -- 3.5 Semilattice Structure for Subspaces of the Chronicles -- 3.6 Summary -- 4 Occurrences of a Chronicle -- 4.1 Introduction -- 4.2 Occurrence of a Chronicle -- 4.3 Counting Occurrences of a Chronicle -- 4.4 Conclusion -- 5 Inducing Chronicles from Event Sequences -- 5.1 Introduction -- 5.2 Generating a Chronicle from a Sequence -- 5.3 Inducing a Chronicle from Event Sequences -- 5.3.1 Dataset of Event Sequences -- 5.3.2 Abstracting a Dataset of Sequences with Chronicles -- 5.3.3 A Dataset Chronicles Reduct -- 5.3.4 Summary -- 5.4 Mining Chronicles from Event Sequences -- 5.4.1 Basic Notions -- 5.4.2 Frequent Chronicles -- 5.4.3 Formal Concept Analysis and Pattern Structures -- 5.4.4 Applying Pattern Structures to Chronicles -- 5.5 Conclusion -- 6 Conclusion -- 6.1 Summary -- 6.2 Perspectives -- A Proofs -- A.1 Proofs for Sect.2.1.2 -- A.2 Proofs for Sect.3.2.
A.3 Proofs for Sect.3.3 -- A.4 Proofs for Sect.3.5 -- A.5 Proofs for Sect.4.2 -- A.6 Proofs for Sect.5.2 -- A.7 Proofs for Sect.5.3.3 -- A.8 Proofs for Sect.5.4.1 -- A.9 Proofs for Sect.5.4.4 -- B Additional Content -- B.1 Joint Intersection on the Set of Simple Chronicles -- References -- Index. |
| Record Nr. | UNISA-996546822503316 |
Guyet Thomas
|
||
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Chronicles: Formalization of a Temporal Model / / by Thomas Guyet, Philippe Besnard
| Chronicles: Formalization of a Temporal Model / / by Thomas Guyet, Philippe Besnard |
| Autore | Guyet Thomas |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (132 pages) |
| Disciplina | 006.312 |
| Altri autori (Persone) | BesnardPhilippe |
| Collana | SpringerBriefs in Computer Science |
| Soggetto topico |
Data mining
Pattern recognition systems Space in economics Data Mining and Knowledge Discovery Automated Pattern Recognition Spatial Economics |
| ISBN | 3-031-33693-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Contents -- List of Symbols -- List of Figures -- 1 Introduction -- 1.1 Why Study Chronicles? -- 1.1.1 Situation Recognition -- 1.1.2 Abstracting Sequences -- 1.2 The Role of a Chronicle and Its Components -- 1.2.1 Injective Mapping from Events in Chronicles to Events in Sequences -- 1.2.2 Consistency and Redundancy of Temporal Constraints -- 1.3 Notions of Temporal Constraints -- 1.3.1 Edge Directions and Negativity of the Temporal Constraints -- 1.3.2 Unlimited Edges vs. Absence of Edges -- 1.3.3 What Is the Meaning of Multiple Temporal Constraints Between Two Events? -- 2 A Formal Account of Chronicles -- 2.1 Preliminary Definitions -- 2.1.1 Event Types and Events -- 2.1.2 Chronicles -- 2.2 Multiset Embeddings -- 2.3 A Preorder Between Chronicles -- 2.4 Chronicles and Subgraph Isomorphisms -- 3 Structuring the Space of Chronicles -- 3.1 Introduction -- 3.2 A Partial Order Between Slim Chronicles -- 3.3 Simple Chronicles -- 3.4 Intersection Between Chronicles -- 3.5 Semilattice Structure for Subspaces of the Chronicles -- 3.6 Summary -- 4 Occurrences of a Chronicle -- 4.1 Introduction -- 4.2 Occurrence of a Chronicle -- 4.3 Counting Occurrences of a Chronicle -- 4.4 Conclusion -- 5 Inducing Chronicles from Event Sequences -- 5.1 Introduction -- 5.2 Generating a Chronicle from a Sequence -- 5.3 Inducing a Chronicle from Event Sequences -- 5.3.1 Dataset of Event Sequences -- 5.3.2 Abstracting a Dataset of Sequences with Chronicles -- 5.3.3 A Dataset Chronicles Reduct -- 5.3.4 Summary -- 5.4 Mining Chronicles from Event Sequences -- 5.4.1 Basic Notions -- 5.4.2 Frequent Chronicles -- 5.4.3 Formal Concept Analysis and Pattern Structures -- 5.4.4 Applying Pattern Structures to Chronicles -- 5.5 Conclusion -- 6 Conclusion -- 6.1 Summary -- 6.2 Perspectives -- A Proofs -- A.1 Proofs for Sect.2.1.2 -- A.2 Proofs for Sect.3.2.
A.3 Proofs for Sect.3.3 -- A.4 Proofs for Sect.3.5 -- A.5 Proofs for Sect.4.2 -- A.6 Proofs for Sect.5.2 -- A.7 Proofs for Sect.5.3.3 -- A.8 Proofs for Sect.5.4.1 -- A.9 Proofs for Sect.5.4.4 -- B Additional Content -- B.1 Joint Intersection on the Set of Simple Chronicles -- References -- Index. |
| Record Nr. | UNINA-9910736009603321 |
|
Guyet Thomas
|
||
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||