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27th ADBIS 2023 Short Papers: Barcelona, Spain
- Alberto Abelló
, Panos Vassiliadis
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. Communications in Computer and Information Science 1850, Springer 2023, ISBN 978-3-031-42940-8
Index Management and Data Reconstruction
- Mihalis Tsoukalos
Estimating iSAX Parameters for Efficiency. 3-12 - Fouad Achkouty
RILCE: Resource Indexing in Large Connected Environments. 13-22
Query Processing
- Mira El Danaoui, Shaoyi Yin, Abdelkader Hameurlain, Franck Morvan:
A Cost-Effective Query Optimizer for Multi-tenant Parallel DBMSs. 25-34 - Hafsa Billah, Abhishek Santra, Sharma Chakravarthy:
Video Situation Monitoring to Improve Quality of Life. 35-45 - Anna Baskin, Scott Heyman, Brian T. Nixon
Remembering the Forgotten: Clustering, Outlier Detection, and Accuracy Tuning in a Postdiction Pipeline. 46-55
Advanced Querying Techniques
- Hassan Abedi Firouzjaei, Dhruv Gupta, Kjetil Nørvåg
Diversification of Top-k Geosocial Queries. 59-70 - Vincent-nam Dang, Nathalie Aussenac-Gilles
Multi-disciplinary Research: Open Science Data Lake. 71-81 - Sandro Bimonte
Be High on Emotion: Coping with Emotions and Emotional Intelligence when Querying Data. 82-91
Fairness in Data Management
- Alexandros Karakasidis
Exploring Biases for Privacy-Preserving Phonetic Matching. 95-105 - Rodrigo Borges
Multi-Objective Fairness in Team Assembly. 106-116
Data Science
- Zakarya Farou
A Comparative Study of Assessment Metrics for Imbalanced Learning. 119-129 - Shwetha Salimath
A Hybrid GNN Approach for Predicting Node Data for 3D Meshes. 130-139 - Lahcen Yamoun, Zahia Guessoum, Christophe Girard:
Transformers and Attention Mechanism for Website Classification and Porn Detection. 140-149 - Hamid Mousavi, Ali Zoljodi
Analysing Robustness of Tiny Deep Neural Networks. 150-159
Temporal Graph Management
- Landy Andriamampianina
Semantic Centrality for Temporal Graphs. 163-173 - Alexander Graß, Christian Beecks, Sisay Adugna Chala, Christoph Lange, Stefan Decker:
A Knowledge Graph for Query-Induced Analyses of Hierarchically Structured Time Series Information. 174-184
Consistent Data Management
- Joachim Thomassen, Weihai Yu
Eventually-Consistent Replicated Relations and Updatable Views. 187-196 - Anna Dalla Vecchia
Mining Totally Ordered Sequential Rules to Provide Timely Recommendations. 197-207
Data Integration
- Chiara Forresi
Streaming Approach to Schema Profiling. 211-220 - Ralph Peeters
Using ChatGPT for Entity Matching. 221-230 - Kevin Wu, Jing Zhang, Joyce C. Ho
CONSchema: Schema Matching with Semantics and Constraints. 231-241
Data Quality
- Flavia Serra
Context-Aware Data Quality Management Methodology. 245-255 - Maxime Perrot, Mickaël Baron, Brice Chardin, Stéphane Jean:
Thesaurus-Based Transformation: A Classification Method for Real Dirty Data. 256-265
Metadata Management
- Quim Motger
Mobile Feature-Oriented Knowledge Base Generation Using Knowledge Graphs. 269-279 - Maryam Mozaffari
NoSQL Schema Extraction from Temporal Conceptual Model: A Case for Cassandra. 280-290
Contributions from ADBIS 2023 Workshops and Doctoral Consortium
- Adam Przybylek
Databases and Information Systems: Contributions from ADBIS 2023 Workshops and Doctoral Consortium. 293-311
AIDMA: 1st Workshop on Advanced AI Techniques for Data Management, Analytics
- Elodie Escriva
Data Exploration Based on Local Attribution Explanation: A Medical Use Case. 315-323 - Pronaya Prosun Das
Explainability Based on Feature Importance for Better Comprehension of Machine Learning in Healthcare. 324-335 - Tamás Janusko, Julius Gonsior
An Empirical Study on the Robustness of Active Learning for Biomedical Image Classification Under Model Transfer Scenarios. 336-347 - Joakim Lindén
Evaluating the Robustness of ML Models to Out-of-Distribution Data Through Similarity Analysis. 348-359 - Søren Kejser Jensen
Holistic Analytics of Sensor Data from Renewable Energy Sources: A Vision Paper. 360-366
DOING: 4th Workshop on Intelligent Data - From Data to Knowledge
- Heloisa Fernanda Rocha, Lorena Silva Nascimento
Labeling Portuguese Man-of-War Posts Collected from Instagram. 369-381 - Muhammad Arslan
Semantic Business Trajectories Modeling and Analysis. 382-392 - Deperias Kerre
A Text Mining Pipeline for Mining the Quantum Cascade Laser Properties. 393-406 - Yousra Bouakba
Ensemble Learning Based Quantum Text Classifiers. 407-414 - Hacene Belhadef
Exploring the Capabilities and Limitations of VQC and QSVC for Sentiment Analysis on Real-World and Synthetic Datasets. 415-424
K-Gals: 2nd Workshop on Knowledge Graphs Analysis on a Large Scale
- Xiuwen Zheng
P2KG: Declarative Construction and Quality Evaluation of Knowledge Graph from Polystores. 427-439 - Giorgio Grani
Using Knowledge Graphs to Model Green Investment Opportunities. 440-451 - Ylenia Galluzzo, Francesco Gennusa:
Knowledge Graphs Embeddings for Link Prediction in the Context of Sustainability. 452-464 - Karlis Rokis, Marite Kirikova
An ArchiMate-Based Thematic Knowledge Graph for Low-Code Software Development Domain. 465-476 - Mariella Bonomo, Francesco Ippolito, Salvatore Morfea:
A Knowledge Graph to Analyze Clinical Patient Data. 477-484
MADEISD: 5th Workshop on Modern Approaches in Data Engineering, Information System Design
- Goran Banjac, Drazen Brdjanin, Danijela Banjac:
Towards Automatic Conceptual Database Design Based on Heterogeneous Source Artifacts. 487-498 - Jakub Perdek
Lightweight Aspect-Oriented Software Product Lines with Automated Product Derivation. 499-510 - Dominik Kwiatkowski, Tomasz Dziubich
Comparison of Selected Neural Network Models Used for Automatic Liver Tumor Segmentation. 511-522 - Michal Matczak
Intelligent Index Tuning Using Reinforcement Learning. 523-534 - Lucia de Espona Pernas
Automatic Indexing for MongoDB. 535-543 - William Steingartner
From High-Level Language to Abstract Machine Code: An Interactive Compiler and Emulation Tool for Teaching Structural Operational Semantics. 544-551 - Marina Paldauf
Decentralised Solutions for Preserving Privacy in Group Recommender Systems. 552-560
PeRS: 2nd Workshop on Personalization, Recommender Systems
- Ghassen Frikha
A Recommendation System for Personalized Daily Life Services to Promote Frailty Prevention. 563-574 - Michaela Ochs
Design-Focused Development of a Course Recommender System for Digital Study Planning. 575-582 - Paulina Leszczelowska
Systematic Literature Review on Click Through Rate Prediction. 583-590 - Stanislav Kuznetsov
Overcoming the Cold-Start Problem in Recommendation Systems with Ontologies and Knowledge Graphs. 591-603 - Olga Cherednichenko
Recommender Chatbot as a Tool for Collaborative Business Intelligence in Tourism Domain. 604-611 - Dariusz Kobiela
Neural Graph Collaborative Filtering: Analysis of Possibilities on Diverse Datasets. 612-619 - Aleksandra Galka
Performance and Reproducibility of BERT4Rec. 620-628
Doctoral Consortium
- Simona Nisticò
Towards Reliable Machine Learning. 631-638 - Erica Coppolillo
Tackling the RecSys Side Effects via Deep Learning Approaches. 639-646 - Alejandro Adorjan
Towards a Researcher-in-the-loop Driven Curation Approach for Quantitative and Qualitative Research Methods. 647-655 - Federico Candela
Deep Learning Techniques for Television Broadcast Recognition. 656-667 - Simona Fioretto
Process Mining Solutions for Public Administration. 668-675 - Enea Vincenzo Napolitano
Intelligent Technologies for Urban Progress: Exploring the Role of AI and Advanced Telecommunications in Smart City Evolution. 676-683 - Omar Ghannou
Automatic Discovery of Zones of Interests with Maritime Trajectory Mining. 684-692
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