From Data to Models and Back -

From Data to Models and Back

10th International Symposium, DataMod 2021, Virtual Event, December 6–7, 2021, Revised Selected Papers
Buch | Softcover
X, 193 Seiten
2022 | 1st ed. 2022
Springer International Publishing (Verlag)
978-3-031-16010-3 (ISBN)
58,84 inkl. MwSt
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.

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 Verification.- Analysis and verification of robustness properties in Becker-Döring 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.

Erscheinungsdatum
Reihe/Serie Lecture Notes in Computer Science
Zusatzinfo X, 193 p. 50 illus., 44 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 320 g
Themenwelt Mathematik / Informatik Informatik Software Entwicklung
Schlagworte Architecting • architecture verification and validation • Artificial Intelligence • Computer Networks • Correlation Analysis • Data Analysis • Databases • Data Mining • Embedded Systems • formal languages and automata theory • Formal Logic • formal methods • machine learning • Model Checking • Network Protocols • Signal Processing • software architecture • Software Design • Software engineering • theoretical computer science
ISBN-10 3-031-16010-X / 303116010X
ISBN-13 978-3-031-16010-3 / 9783031160103
Zustand Neuware
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