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Transactions on Large-Scale Data- and Knowledge-Centered Systems LIV [[electronic resource] ] : Special Issue on Data Management - Principles, Technologies, and Applications / / edited by Abdelkader Hameurlain, A Min Tjoa, Omar Boucelma, Farouk Toumani
| Transactions on Large-Scale Data- and Knowledge-Centered Systems LIV [[electronic resource] ] : Special Issue on Data Management - Principles, Technologies, and Applications / / edited by Abdelkader Hameurlain, A Min Tjoa, Omar Boucelma, Farouk Toumani |
| Autore | Hameurlain Abdelkader |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (141 pages) |
| Disciplina | 005.3 |
| Altri autori (Persone) |
TjoaA. Min
BoucelmaOmar ToumaniFarouk |
| Collana | Transactions on Large-Scale Data- and Knowledge-Centered Systems |
| Soggetto topico |
Application software
Data mining Information storage and retrieval systems Computer and Information Systems Applications Data Mining and Knowledge Discovery Information Storage and Retrieval |
| ISBN | 3-662-68014-9 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Clock-G: Temporal graph management system -- TSPredIT: Integrated tuning of data preprocessing and time series prediction models -- A guide to the Tucker tensor decomposition for data mining: exploratory analysis, clustering and classification -- Challenges for Healthcare Data Analytics over Knowledge Graphs -- From Database Repairs to Causality in Databases and Beyond. |
| Record Nr. | UNISA-996550552403316 |
Hameurlain Abdelkader
|
||
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Transactions on Large-Scale Data- and Knowledge-Centered Systems LIV : Special Issue on Data Management - Principles, Technologies, and Applications / / edited by Abdelkader Hameurlain, A Min Tjoa, Omar Boucelma, Farouk Toumani
| Transactions on Large-Scale Data- and Knowledge-Centered Systems LIV : Special Issue on Data Management - Principles, Technologies, and Applications / / edited by Abdelkader Hameurlain, A Min Tjoa, Omar Boucelma, Farouk Toumani |
| Autore | Hameurlain Abdelkader |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (141 pages) |
| Disciplina | 005.3 |
| Altri autori (Persone) |
TjoaA. Min
BoucelmaOmar ToumaniFarouk |
| Collana | Transactions on Large-Scale Data- and Knowledge-Centered Systems |
| Soggetto topico |
Application software
Data mining Information storage and retrieval systems Computer and Information Systems Applications Data Mining and Knowledge Discovery Information Storage and Retrieval |
| ISBN | 3-662-68014-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Clock-G: Temporal graph management system -- TSPredIT: Integrated tuning of data preprocessing and time series prediction models -- A guide to the Tucker tensor decomposition for data mining: exploratory analysis, clustering and classification -- Challenges for Healthcare Data Analytics over Knowledge Graphs -- From Database Repairs to Causality in Databases and Beyond. |
| Record Nr. | UNINA-9910746292103321 |
|
Hameurlain Abdelkader
|
||
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Transactions on Large-Scale Data- and Knowledge-Centered Systems LV [[electronic resource] /] / edited by Abdelkader Hameurlain, A Min Tjoa
| Transactions on Large-Scale Data- and Knowledge-Centered Systems LV [[electronic resource] /] / edited by Abdelkader Hameurlain, A Min Tjoa |
| Autore | Hameurlain Abdelkader |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (135 pages) |
| Disciplina | 005.3 |
| Altri autori (Persone) | TjoaA. Min |
| Collana | Transactions on Large-Scale Data- and Knowledge-Centered Systems |
| Soggetto topico |
Application software
Data mining Information storage and retrieval systems Computer and Information Systems Applications Data Mining and Knowledge Discovery Information Storage and Retrieval |
| ISBN | 3-662-68100-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Life Science Workflow Services (LifeSWS): motivations and architecture -- The Power of Weak Signals: A Twitter Analysis on Game of Thrones’ Final Season -- Engineering Runtime Root Cause Analysis of Detected Anomalies -- Characterisation of the IPFS public network from DHT requests -- Customized Concept Weighting: A Neural Network Approach. |
| Record Nr. | UNISA-996550550603316 |
|
Hameurlain Abdelkader
|
||
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Transactions on Large-Scale Data- and Knowledge-Centered Systems LV / / edited by Abdelkader Hameurlain, A Min Tjoa
| Transactions on Large-Scale Data- and Knowledge-Centered Systems LV / / edited by Abdelkader Hameurlain, A Min Tjoa |
| Autore | Hameurlain Abdelkader |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2023 |
| Descrizione fisica | 1 online resource (135 pages) |
| Disciplina | 005.3 |
| Altri autori (Persone) | TjoaA. Min |
| Collana | Transactions on Large-Scale Data- and Knowledge-Centered Systems |
| Soggetto topico |
Application software
Data mining Information storage and retrieval systems Computer and Information Systems Applications Data Mining and Knowledge Discovery Information Storage and Retrieval |
| ISBN | 3-662-68100-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Life Science Workflow Services (LifeSWS): motivations and architecture -- The Power of Weak Signals: A Twitter Analysis on Game of Thrones’ Final Season -- Engineering Runtime Root Cause Analysis of Detected Anomalies -- Characterisation of the IPFS public network from DHT requests -- Customized Concept Weighting: A Neural Network Approach. |
| Record Nr. | UNINA-9910746965503321 |
|
Hameurlain Abdelkader
|
||
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2023 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Transactions on Large-Scale Data- and Knowledge-Centered Systems LVI : Special Issue on Data Management - Principles, Technologies, and Applications
| Transactions on Large-Scale Data- and Knowledge-Centered Systems LVI : Special Issue on Data Management - Principles, Technologies, and Applications |
| Autore | Hameurlain Abdelkader |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin / Heidelberg, , 2024 |
| Descrizione fisica | 1 online resource (162 pages) |
| Altri autori (Persone) |
TjoaA. Min
AkbariniaReza BonifatiAngela |
| Collana | Lecture Notes in Computer Science Series |
| ISBN |
9783662696033
9783662696026 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Multi-objective Test Recommendation for Adaptive Learning -- 1 Introduction -- 2 Model and Problem -- 2.1 Expected Performance, Aptitude, and Gap -- 2.2 The AdUp Problem -- 3 Solutions -- 3.1 Multi-Objective Optimization (MOO) -- 3.2 Multi-Armed Bandits Algorithm (MAB) -- 4 Experiments -- 4.1 Datasets -- 4.2 Skill Update and Mastery Achievement -- 4.3 Research Questions -- 4.4 Experimental Settings -- 4.5 RQ1: Impact of Optimizing All Dimensions -- 4.6 RQ2: Impact of Changing the Settings of the Skill Update -- 4.7 RQ3: Impact of Changing the Learner Simulation Model -- 4.8 RQ4: Impact of the Meta-strategy -- 4.9 RQ5. The Quality of the Generated Test Batches -- 5 Related Work -- 6 Conclusion and Future Work -- References -- Handling Dropouts in Federating Learning with Personal Data Management Systems -- 1 Introduction -- 2 Related Work -- 2.1 Differential Privacy-Based Secure Aggregation -- 2.2 Anonymity-Based Secure Aggregation -- 2.3 Trusted Execution Environment-Based Secure Aggregation -- 2.4 Cryptography-Based Secure Aggregation -- 2.5 Conclusion -- 3 System Overview and Threat Model -- 3.1 System Architecture -- 3.2 Threat Model -- 4 Straw-Man Protocol -- 4.1 Background -- 4.2 Straw-Man Protocol in an Ideal World -- 4.3 Analysis and Problem Formulation -- 5 Handling Dropouts -- 5.1 Dropout Model and Detection -- 5.2 Replacing (or not) a Dropped Out Node -- 5.3 Ensuring Validity -- 5.4 Ensuring Termination -- 6 Aggregation Strategies -- 6.1 LowCost -- 6.2 HighCpl -- 6.3 Sync& -- Prune -- 6.4 Hybrid -- 6.5 Summary -- 7 Performance Evaluation -- 7.1 Experimental Platform -- 7.2 Evaluation Metrics -- 7.3 Experimental and Security Parameters -- 7.4 Performance with Varying Dropout Rate -- 7.5 Scalability and Security -- 7.6 Best Fit Strategy -- 8 Conclusion -- References.
ANTM: Aligned Neural Topic Models for Exploring Evolving Topics -- 1 Introduction -- 2 Related Work -- 3 ANTM -- 3.1 Contextual Embedding Layer (CEL) -- 3.2 Aligned Clustering Layer (ACL) -- 3.3 Representation Layer -- 4 Experiments -- 4.1 Datasets -- 4.2 Baseline Models -- 4.3 Evaluation Metrics -- 4.4 Experimental Setup -- 4.5 Results -- 5 Conclusion -- References -- A Data-Driven Model Selection Approach to Spatio-Temporal Prediction -- 1 Introduction -- 2 Problem Formulation -- 3 Our Proposal -- 3.1 Domain Partitioning -- 3.2 Model Representative Construction -- 3.3 Model Selection for Model Composition -- 3.4 Spatio-Temporal Predictive Query Processing -- 4 Experiments and Results -- 4.1 Domain Partitioning Evaluation -- 4.2 Predictive Quality of Models at Representatives -- 4.3 Processing Spatio-Temporal Predictive Queries -- 5 Related Works -- 6 Conclusions and Future Works -- References -- Optimistic Data Generation for JSON Schema -- 1 Introduction -- 2 Related Work -- 3 Preliminaries -- 3.1 The JSONData Model -- 3.2 Overview of JSON Schema -- 3.3 Syntax and Semantics of JSON Schema -- 4 The Pre-processing Phase -- 4.1 Reference Expansion -- 4.2 Schema Normalization -- 5 The Generation Phase -- 5.1 Generation of Basic Types -- 5.2 Object Types -- 5.3 Array Types -- 6 Experiments -- 6.1 Comparative Experiments -- 6.2 Multiple Instance Generation Experiments -- 6.3 uniqueItems Experiments -- 7 Conclusion -- References -- Author Index. |
| Record Nr. | UNINA-9910874673203321 |
|
Hameurlain Abdelkader
|
||
| Berlin, Heidelberg : , : Springer Berlin / Heidelberg, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||