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Database and Expert Systems Applications : DEXA 2019 International Workshops BIOKDD, IWCFS, MLKgraphs and TIR, Linz, Austria, August 26–29, 2019, Proceedings / / edited by Gabriele Anderst-Kotsis, A Min Tjoa, Ismail Khalil, Mourad Elloumi, Atif Mashkoor, Johannes Sametinger, Xabier Larrucea, Anna Fensel, Jorge Martinez-Gil, Bernhard Moser, Christin Seifert, Benno Stein, Michael Granitzer
| Database and Expert Systems Applications : DEXA 2019 International Workshops BIOKDD, IWCFS, MLKgraphs and TIR, Linz, Austria, August 26–29, 2019, Proceedings / / edited by Gabriele Anderst-Kotsis, A Min Tjoa, Ismail Khalil, Mourad Elloumi, Atif Mashkoor, Johannes Sametinger, Xabier Larrucea, Anna Fensel, Jorge Martinez-Gil, Bernhard Moser, Christin Seifert, Benno Stein, Michael Granitzer |
| Edizione | [1st ed. 2019.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 |
| Descrizione fisica | 1 online resource (XV, 222 p. 59 illus., 30 illus. in color.) |
| Disciplina | 005.74 |
| Collana | Communications in Computer and Information Science |
| Soggetto topico |
Database management
Data mining Information storage and retrieval Machine learning Computer security Optical data processing Database Management Data Mining and Knowledge Discovery Information Storage and Retrieval Machine Learning Systems and Data Security Image Processing and Computer Vision |
| ISBN | 3-030-27684-8 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910349287003321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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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
| 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 |
| Autore | Kotsis Gabriele |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (106 pages) |
| Disciplina | 005.74 |
| Altri autori (Persone) |
TjoaA. Min
KhalilIsmail MoserBernhard MashkoorAtif SametingerJohannes KhanMaqbool |
| Collana | Communications in Computer and Information Science |
| 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 |
| ISBN | 3-031-39689-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| 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. |
| Record Nr. | UNISA-996546821003316 |
Kotsis Gabriele
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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Database and Expert Systems Applications - DEXA 2023 Workshops : 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
| Database and Expert Systems Applications - DEXA 2023 Workshops : 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 |
| Autore | Kotsis Gabriele |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (106 pages) |
| Disciplina | 005.74 |
| Altri autori (Persone) |
TjoaA. Min
KhalilIsmail MoserBernhard MashkoorAtif SametingerJohannes KhanMaqbool |
| Collana | Communications in Computer and Information Science |
| 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 |
| ISBN | 3-031-39689-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| 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. |
| Record Nr. | UNINA-9910741176503321 |
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Kotsis Gabriele
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| Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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