From Data to Models and Back: 10th International Symposium, DataMod 2021, Virtual Event, December 6–7, 2021, Revised Selected Papers

ISBN-13: 9783031160103 / Angielski / Miękka / 2022 / 193 str.

Juliana Bowles; Giovanna Broccia; Roberto Pellungrini

Opis

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.

Spis treści

​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 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.