New trends in database and information systems ADBIS 2023 Short Papers, Doctoral Consortium and Workshops: AIDMA, DOING, K-Gals, MADEISD, PeRS, Barcelona, Spain, September 4-7, 2023, proceedings
ADBIS Short Papers: Index Management & DataReconstruction.-Estimating iSAX Parameters for Efficiency.-RILCE: Resource Indexing in Large Connected Environments.-ADBIS Short Papers: Query Processing.-A Cost-Effective Query Optimizer for Multi-Tenant Parallel DBMSs.-Video Situation Monitoring for I...
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| Zusammenfassung: | ADBIS Short Papers: Index Management & DataReconstruction.-Estimating iSAX Parameters for Efficiency.-RILCE: Resource Indexing in Large Connected Environments.-ADBIS Short Papers: Query Processing.-A Cost-Effective Query Optimizer for Multi-Tenant Parallel DBMSs.-Video Situation Monitoring for Improving Quality of Life.-Remembering the Forgotten: Clustering, Outlier Detection, andAccuracy Tuning in a Postdiction Pipeline.-ADBIS Short Papers: Advanced QueryingTechniques.-Diversification of Top-k Geosocial Queries.-Multi-disciplinary research : Open Science Data Lake.-Be High on Emotion: Coping with emotions when querying data.-ADBIS Short Papers: Fairness in Data Management.-Exploring Biases for Privacy-Preserving Phonetic Matching.-Multi-Objective Fairness in Team Assembly.-ADBIS Short Papers: Data Science.-A Comparative Study of Assessment Metrics for Imbalanced Learning.-A Hybrid GNN approach for predicting node data for 3D meshes.-Transformers and Attention Mechanism for Web Classification andPorn Detection.-Analysing robustness of tiny deep neural networks.-ADBIS Short Papers: Temporal Graph Management.-Semantic Centrality for Temporal Graphs.-A knowledge graph for query-induced analyses of hierarchicallystructured time series information.-ADBIS Short Papers: Consistent Data Management.-Eventually-Consistent Replicated Relations and Updatable Views.-Mining totally ordered sequential rules to provide timely recommendations.-ADBIS Short Papers: Data Integration.-Streaming Approach to Schema Profiling.-Using ChatGPT for Entity Matching.-CONSchema: Schema matching with semantics and constraints.-ADBIS Short Papers: Data Quality.-Context-aware Data Quality Management Methodology.-Thesaurus-based Transformation: A Classification Method for Real Dirty Data.-ADBIS Short Papers: Metadata Management.-Mobile Feature-oriented Knowledge Base Generation Using KnowledgeGraphs.-NoSQL Schema Extraction from Temporal Conceptual Model: A Casefor Cassandra.-Contributions from ADBIS 2023 Workshops and DoctoralConsortium.-Databases and Information Systems: Contributions from ADBIS 2023Workshops and Doctoral Consortium.-AIDMA: 1st Workshop on Advanced AI Techniques forData Management, Analytics.-Data exploration based on local attribution explanation: a medical use case.- Explainability based on Feature Importance for Better Comprehension of Machine Learning in Healthcare.- An Empirical Study on the Robustness of Active Learning forBiomedical Image Classification under Model Transfer Scenarios.-Evaluating the Robustness of ML Models To Out-of-Distribution Data Through Similarity Analysis.-Holistic Analytics of Sensor Data From Renewable Energy Sources: AVision Paper.-DOING: 4th Workshop on Intelligent Data - From Data toKnowledge.-Labelling Portuguese Man-of-War Posts Collected from Instagram.-Semantic Business Trajectories Modeling, Analysis.-A Text Mining Pipeline for Mining the Quantum Cascade Laser Properties.-Ensemble Learning based Quantum Text Classifiers.-Exploring the Capabilities, Limitations of VQC, QSVC for Sentiment Analysis on Real-World, Synthetic Datasets.-K-Gals: 2nd Workshop on Knowledge Graphs Analysis ona Large Scale.-P2KG: Declarative Construction, Quality Evaluation of KnowledgeGraph from Polystores.-Using Knowledge Graphs to Model Green Investment Opportunities.-Knowledge Graphs Embeddings for Link Prediction in the Context ofSustainability.-An ArchiMate-Based Themat This book constitutes the refereed proceedings of the Doctoral Consortium and Workshops on New Trends in Database and Information Systems, ADBIS 2023, held in Barcelona, Spain, during September 4-7, 2023. The 29 full papers, 25 short papers and 7 doctoral consortium included in this book were carefully reviewed and selected from 148. They were organized in topical sections as follows: ADBIS Short Papers: Index Management & Data Reconstruction, ADBIS Short Papers: Query Processing, ADBIS Short Papers: Advanced Querying Techniques, ADBIS Short Papers: Fairness in Data Management, ADBIS Short Papers: Data Science, ADBIS Short Papers: Temporal Graph Management, ADBIS Short Papers: Consistent Data Management, ADBIS Short Papers: Data Integration, ADBIS Short Papers: Data Quality, ADBIS Short Papers: Metadata Management, Contributions from ADBIS 2023 Workshops and Doctoral Consortium, AIDMA: 1st Workshop on Advanced AI Techniques for Data Management, Analytics, DOING: 4th Workshop on Intelligent Data - From Data to Knowledge, K-Gals: 2nd Workshop on Knowledge Graphs Analysis on a Large Scale, MADEISD: 5th Workshop on Modern Approaches in Data Engineering, Information System Design, PeRS: 2nd Workshop on Personalization, Recommender Systems, Doctoral Consortium |
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| Beschreibung: | xxi, 695 Seiten Illustrationen, Diagramme |
| ISBN: | 9783031429408 978-3-031-42940-8 |