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From data to models and back = 12th International Symposium, DataMod 2024, Aveiro, Portugal, November 4-5, 2024 : revised selected papers /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	From data to models and back/ edited by Ricardo M. Czekster, Paolo Milazzo.
其他題名:	12th International Symposium, DataMod 2024, Aveiro, Portugal, November 4-5, 2024 : revised selected papers /
其他題名:	DataMod 2024
其他作者:	Czekster, Ricardo M.
團體作者:	DataMod (International Symposium)
出版者:	Cham :Springer Nature Switzerland : : 2025.,
面頁冊數:	xv, 159 p. :ill. (chiefly color), digital ;24 cm.
內容註:	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.
Contained By:	Springer Nature eBook
標題:	Electronic data processing - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-87908-1
ISBN:	9783031879081

From data to models and back = 12th International Symposium, DataMod 2024, Aveiro, Portugal, November 4-5, 2024 : revised selected papers /
From data to models and back12th International Symposium, DataMod 2024, Aveiro, Portugal, November 4-5, 2024 : revised selected papers /[electronic resource] :DataMod 2024edited by Ricardo M. Czekster, Paolo Milazzo. - Cham :Springer Nature Switzerland :2025. - xv, 159 p. :ill. (chiefly color), digital ;24 cm. - Lecture notes in computer science,155561611-3349 ;. - Lecture notes in computer science ;15556..

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.

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.

ISBN: 9783031879081

Standard No.: 10.1007/978-3-031-87908-1doiSubjects--Topical Terms:

660077
Electronic data processing
--Congresses.

LC Class. No.: QA75.5

Dewey Class. No.: 004

From data to models and back = 12th International Symposium, DataMod 2024, Aveiro, Portugal, November 4-5, 2024 : revised selected papers /
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