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From Data to Models and Back
Details
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 verication; data mining and processing related approaches; and other approaches.
Inhalt
Invited Talks.- MultiVeStA: Statistical Analysis of Economic Agent-Based Models byStatistical Model Checking.- 10 Years of DataMod: the Synergy of Data-driven and Model-basedApproaches.- Model Verication.- Analysis and verication of robustness properties in Becker-Dring model.- A Secure User-Centred Healthcare System: Design and Verication.- 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 quantitative data with logic-based specications 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.
Weitere Informationen
- Allgemeine Informationen
- GTIN 09783031160103
- Genre Information Technology
- Auflage 1st edition 2022
- Editor Juliana Bowles, Roberto Pellungrini, Giovanna Broccia
- Lesemotiv Verstehen
- Anzahl Seiten 204
- Größe H235mm x B155mm x T12mm
- Jahr 2022
- EAN 9783031160103
- Format Kartonierter Einband
- ISBN 303116010X
- Veröffentlichung 15.10.2022
- Titel From Data to Models and Back
- Untertitel 10th International Symposium, DataMod 2021, Virtual Event, December 6-7, 2021, Revised Selected Papers
- Gewicht 318g
- Herausgeber Springer International Publishing
- Sprache Englisch