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Database and Expert Systems Applications - DEXA 2023 Workshops [[electronic resource] ] : 34th International Conference, DEXA 2023, Penang, Malaysia, August 28–30, 2023, Proceedings / / edited by Gabriele Kotsis, A Min Tjoa, Ismail Khalil, Bernhard Moser, Atif Mashkoor, Johannes Sametinger, Maqbool Khan



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Autore: Kotsis Gabriele Visualizza persona
Titolo: Database and Expert Systems Applications - DEXA 2023 Workshops [[electronic resource] ] : 34th International Conference, DEXA 2023, Penang, Malaysia, August 28–30, 2023, Proceedings / / edited by Gabriele Kotsis, A Min Tjoa, Ismail Khalil, Bernhard Moser, Atif Mashkoor, Johannes Sametinger, Maqbool Khan Visualizza cluster
Pubblicazione: Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023
Edizione: 1st ed. 2023.
Descrizione fisica: 1 online resource (106 pages)
Disciplina: 005.74
Soggetto topico: Database management
Data mining
Data structures (Computer science)
Information theory
Software engineering
Artificial intelligence
Computer engineering
Computer networks
Database Management
Data Mining and Knowledge Discovery
Data Structures and Information Theory
Software Engineering
Artificial Intelligence
Computer Engineering and Networks
Altri autori: TjoaA. Min  
KhalilIsmail  
MoserBernhard  
MashkoorAtif  
SametingerJohannes  
KhanMaqbool  
Nota di contenuto: Intro -- Preface -- Organization -- Contents -- AI System Engineering: Math, Modelling and Software -- DSD: The Data Source Description Vocabulary -- 1 Introduction -- 2 Related Work -- 3 The Data Source Description Vocabulary (DSD) -- 4 Use Cases and Applications of DSD -- 5 Evaluation Against the FAIR Principles -- 5.1 Automatic Evaluation -- 5.2 Manual Evaluation -- 6 Conclusion and Outlook on Future Work -- References -- Analyzing the Innovative Potential of Texts Generated by Large Language Models: An Empirical Evaluation -- 1 Introduction -- 2 Background -- 3 Methods -- 4 Results -- 5 Conclusion and Outlook -- References -- LocBERT: Improving Social Media User Location Prediction Using Fine-Tuned BERT -- 1 Introduction -- 2 Related Work -- 3 Predicting User Location -- 3.1 Data -- 3.2 LocBERT -- 4 Experimental Results and Discussion -- 5 Conclusion -- References -- Measuring Overhead Costs of Federated Learning Systems by Eavesdropping -- 1 Introduction -- 2 Related Work -- 3 Design -- 4 Reference Implementation -- 5 Challenges -- 6 Results -- 6.1 Bytes Sent -- 6.2 Synchronisation Time -- 6.3 The Cost of Eavesdropping -- 7 Conclusion and Future Work -- References -- Cyber-Security and Functional Safety in Cyber-Physical Systems -- A Context Ontology-Based Model to Mitigate Root Causes of Uncertainty in Cyber-Physical Systems -- 1 Introduction -- 2 Literature Review -- 3 Context Ontology-Based Uncertainty Mitigation (COUM) Model -- 3.1 Justification -- 3.2 Proposed Meta-Model -- 3.3 COUM Model -- 4 Care-o-Bot System Case Study -- 5 Results and Discussion -- 6 Conclusion and Future Directions -- References -- Architecture for Self-protective Medical Cyber-Physical Systems -- 1 Introduction -- 2 Related Work -- 3 Security and Privacy Challenges -- 4 Self-protective MCPS Architecture -- 5 Sample Scenario -- 6 Discussion -- 7 Conclusion.
References -- An Approach for Safe and Secure Software Protection Supported by Symbolic Execution -- 1 Introduction -- 2 Control State ASMs -- 3 Threat Model -- 4 PUF-Based Software Protection Method -- 4.1 Approach -- 4.2 Method -- 5 Security Evaluation -- 6 Summary -- References -- Towards Increasing Safety in Collaborative CPS Environments -- 1 Introduction -- 2 Motivation -- 3 Challenges -- 4 Framework Architecture -- 5 Proof of Concept -- 6 Related Work -- 7 Conclusion -- References -- An Intermediate Representation for Rewriting Cypher Queries -- 1 Introduction -- 2 Related Work -- 3 Abstract Syntax Tree for Cypher Queries -- 3.1 Types of AST Nodes -- 3.2 AST Classes -- 4 Implementation -- 5 Conclusion -- References -- An Effective Feature Selection for Diabetes Prediction -- 1 Introduction -- 2 Related Work -- 3 Proposed Method -- 3.1 Data Collection -- 3.2 Pre-processing -- 3.3 Prediction -- 4 Experimentation -- 4.1 Result -- 5 Conclusion -- References -- Author Index.
Sommario/riassunto: This volume constitutes the refereed proceedings of the workshops held at the 34th International Conference on Database and Expert Systems Applications, DEXA 2023, held in Penang, Malaysia, in August 2023: The 7th International Workshop on Cyber-Security and Functional Safety in Cyber-Physical Systems, IWCFS 2023, and The 3rd International Workshop on AI System Engineering: Math, Modelling and Software, AISys2023. The 7 full papers and 3 short papers were thoroughly reviewed and selected from 20 submissions, and discuss a range of topics including: knowledge discovery, biological data, cyber security, cyber-physical system, machine learning, knowledge graphs, information retriever, data base, and artificial intelligence.
Titolo autorizzato: Database and Expert Systems Applications - DEXA 2023 Workshops  Visualizza cluster
ISBN: 3-031-39689-8
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 996546821003316
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Serie: Communications in Computer and Information Science, . 1865-0937 ; ; 1872