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

by Juliana Bowles (Editor), Giovanna Broccia (Editor), Roberto Pellungrini (Editor)

Overview

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.

Product Details

ISBN-13:	9783031160103
Publisher:	Springer International Publishing
Publication date:	10/14/2022
Series:	Lecture Notes in Computer Science , #13268
Edition description:	1st ed. 2022
Pages:	193
Product dimensions:	6.10(w) x 9.25(h) x (d)

Table of Contents

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.