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From Data to Models and Back: 12th International Symposium, DataMod 2024, Aveiro, Portugal, November 45, 2024, Revised Selected Papers [Pehme köide]

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  • Formaat: Paperback / softback, 159 pages, kõrgus x laius: 235x155 mm, 36 Illustrations, color; 8 Illustrations, black and white; XV, 159 p. 44 illus., 36 illus. in color., 1 Paperback / softback
  • Sari: Lecture Notes in Computer Science 15556
  • Ilmumisaeg: 19-Apr-2025
  • Kirjastus: Springer International Publishing AG
  • ISBN-10: 3031879074
  • ISBN-13: 9783031879074
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From Data to Models and Back: 12th International Symposium, DataMod 2024, Aveiro, Portugal, November 45, 2024, Revised Selected PapersSuurem pilt
  • Formaat: Paperback / softback, 159 pages, kõrgus x laius: 235x155 mm, 36 Illustrations, color; 8 Illustrations, black and white; XV, 159 p. 44 illus., 36 illus. in color., 1 Paperback / softback
  • Sari: Lecture Notes in Computer Science 15556
  • Ilmumisaeg: 19-Apr-2025
  • Kirjastus: Springer International Publishing AG
  • ISBN-10: 3031879074
  • ISBN-13: 9783031879074
Teised raamatud teemal:
Püsilink: https://www.kriso.ee/db/9783031879074.html
Märksõnad:

This book constitutes revised selected papers of the 12th International Symposium on From Data Models and Back, DataMod 2024, held in Aveiro, Portugal, during November 4–5, 2024.

The 9 full papers included in this book were carefully reviewed and selected from 15 submissions. These papers present research results in the areas of knowledge management, data mining and machine learning, as well as application experiences, tools and promising preliminary ideas. 

.- A Critique on Transductive Evaluation for GNN Node Classification.
.- Gene Importance Assessment based on Shapley Values for Boolean Networks:
Validation and Scalability Analysis.
.- Modelling COVID 19 with a SIR Variant using Real-World Data: a Case Study
in Brazil.
.- Verifying properties of Activities of Daily Living.
.- Explaining Pain: on the Impact of Physiological Signals in Pain
Prediction.
.- Exploring the Trade Offs in ECG Biometrics: Impact of Acquisition Time and
Temporal Separation.
.- Risk Management and Process Optimization in Industry 4.0: Integrating
Sensors with Critical Path and FMEA.
.- Beyond Flattening: Detecting Concurrency Anomalies Using K NN Graph-based
Modeling in Object Centric Event Logs.
.- Towards Achieving Energy Efficiency and Service Availability in 6G O RAN
via Formal Verification.