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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
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ISBN-13:
9783031429415
Veröffentl:
2023
Seiten:
695
Autor:
Alberto Abelló
Serie:
1850, Communications in Computer and Information Science
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
1 - PDF Watermark
Sprache:
Englisch
Beschreibung:

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.
ADBIS Short Papers: Index Management & Data Reconstruction.- 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, and Accuracy Tuning in a Postdiction Pipeline.- ADBIS Short Papers: Advanced Querying Techniques.- 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 and Porn 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 hierarchically structured 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 Knowledge Graphs.- NoSQL Schema Extraction from Temporal Conceptual Model: A Case for Cassandra.- Contributions from ADBIS 2023 Workshops and Doctoral Consortium.- Databases and Information Systems: Contributions from ADBIS 2023 Workshops and Doctoral Consortium.- AIDMA: 1st Workshop on Advanced AI Techniques for Data 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 for Biomedical 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: A Vision Paper.- DOING: 4th Workshop on Intelligent Data - From Data to Knowledge.- 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 on a Large Scale.- P2KG: Declarative Construction, Quality Evaluation of Knowledge Graph from Polystores.- Using Knowledge Graphs to Model Green Investment Opportunities.- Knowledge Graphs Embeddings for Link Prediction in the Context of Sustainability.- An ArchiMate-Based Thematic Knowledge Graph for Low-Code

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