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Record Nr. |
UNINA9910616208803321 |
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Autore |
Bowles Juliana |
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Titolo |
From Data to Models and Back : 10th International Symposium, DataMod 2021, Virtual Event, December 6–7, 2021, Revised Selected Papers / / edited by Juliana Bowles, Giovanna Broccia, Roberto Pellungrini |
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Pubbl/distr/stampa |
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Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 |
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ISBN |
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Edizione |
[1st ed. 2022.] |
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Descrizione fisica |
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1 online resource (199 pages) |
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Collana |
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Lecture Notes in Computer Science, , 1611-3349 ; ; 13268 |
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Disciplina |
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Soggetti |
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Software engineering |
Computer engineering |
Computer networks |
Artificial intelligence |
Computer science |
Software Engineering |
Computer Engineering and Networks |
Artificial Intelligence |
Theory of Computation |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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Invited Talks -- MultiVeStA: Statistical Analysis of Economic Agent-Based Models by Statistical Model Checking -- 10 Years of DataMod: the Synergy of Data-driven and Model-based Approaches -- Model Verification -- Analysis and verification of robustness properties in Becker-Dӧring model -- A Secure User-Centred Healthcare System: Design and Verification -- Model-based Security Assessment on the Design of a Patient-centric Data Sharing Platform -- Model Checking Video Streams using VoxLogicA on GPU -- Data Mining and Processing Related Approaches -- Privacy Risk and Data Utility Assessment on Network Data -- Detecting Anxiety Trends Using Wearable Sensor Data in Real-world Situations -- Other Approaches -- Combining |
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quantitative data with logic-based specifications for parameter inference -- Learning Program Input Grammars with Help from Abstract Syntax Trees -- Spatio-temporal model checking for 3D individual-based biofilm simulations -- A Web-based Tool for Collaborative Modelling and Analysis in Human-Computer Interaction and Cognitive Science. |
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Sommario/riassunto |
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This book constitutes the refereed proceedings of the 10th International Symposium "From Data Models and Back", DataMod 2021, which was held virtually during December 6-7, 2021, as a satellite event of SEFM 2021. The 9 full papers and 1 short paper included in this book were carefully reviewed and selected from 12 submissions. They were organized in topical sections as follows: Model verification; data mining and processing related approaches; and other approaches. |
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