Bowles / Broccia / Pellungrini From Data to Models and Back

10th International Symposium, DataMod 2021, Virtual Event, December 6–7, 2021, Revised Selected Papers
1. Auflage 2022
ISBN: 978-3-031-16011-0
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 193 Seiten

Reihe: Lecture Notes in Computer Science

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 veri?cation; data mining and processing related approaches; and other approaches.

Zielgruppe

Research

Autoren/Hrsg.

Bowles, Juliana

Broccia, Giovanna

Pellungrini, Roberto

Inhaltsverzeichnis

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 Veri?cation.- Analysis and veri?cation of robustness properties in Becker-D?ring model.- A Secure User-Centred Healthcare System: Design and Veri?cation.- 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 speci?cations 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.