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ORCIDIDEAS 2024: Bayonne, France
- Richard Chbeir
, Sergio Ilarri, Yannis Manolopoulos, Peter Z. Revesz, Jorge Bernardino, Carson K. Leung:
Database Engineered Applications - 28th International Symposium, IDEAS 2024, Bayonne, France, August 26-29, 2024, Proceedings. Lecture Notes in Computer Science 15511, Springer 2025, ISBN 978-3-031-83471-4
Theoretical Issues
- Anton Dolhopolov, Arnaud Castelltort, Anne Laurent:
Verifiable and Friendly Metadata Management: Formal Blockchain to Property Graph Mapping. 3-17 - Randi Karlsen, Anders Andersen:
How to Trigger Personalized and Context-Aware Nudges. 18-31
Classification
- Aissa Ben Yahya, Hicham El Akhal, Abdelbaki El Belrhiti El Alaoui:
Enhanced Classification of Embedded System Vulnerabilities Using Ensemble Embedding and BiLSTM Networks. 35-48 - Giacomo Bergami, Emma Packer, Kirsty Scott, Silvia Del Din:
Predicting Dyskinetic Events Through Verified Multivariate Time Series Classification. 49-62 - Hemn Barzan Abdalla:
R2-LGBM: Sales Informative Prediction System in E-commerce Application Using Ensemble Classifier. 63-76
Text and Languages
- Daniel Schaefer, Peter Z. Revesz:
Comparing Related Languages with a Fuzzy Morphism Matching Algorithm. 79-91 - Jordan Nelson, Michalis Pavlidis, Andrew Fish, Nikolaos Polatidis:
Enhancing LLM Code Generation Using Natural Language Processing in the Context of Machine Learning. 92-105 - Oliver Robert Fox, Giacomo Bergami, Graham Morgan:
LaSSI: Logical, Structural, and Semantic Text Interpretation. 106-121 - Robert Aufschläger, Sebastian Wilhelm, Michael Heigl, Martin Schramm:
ClustEm4Ano: Clustering Text Embeddings of Nominal Textual Attributes for Microdata Anonymization. 122-137
Big Data
- Ahlame Diouan, Éric Ferey, Jérôme Darmont, Sabine Loudcher:
About Relationships in Data Lakes. 141-155 - Alfredo Cuzzocrea, Abderraouf Hafsaoui, Carmine Gallo:
From Theory to Practice of Multidimensional Big Data Analytics over Big Healthcare Data: A Real-Life Case Study. 156-171 - Fengfan Bian, Carson K. Leung, Piers Grenier, Harry Pu, Samuel Ning:
A Database Engineered System for Big Data Analytics on Tornado Climatology. 172-185 - Stéphane Campinas, Matteo Catena, Renaud Delbru:
Siren Federate: Bridging the Gap Between Document and Relational Data Systems for Efficient Exploratory Graph Analysis. 186-200
Query Processing and Applications
- Himanshu Choudhary, Ahmad B. Alkhodre, Marwan Hassani:
Outlier-Weighted Traffic Flow Prediction Using Online Autoencoders. 203-219 - Anna Sasak-Okon:
Speculative Query Support for RDBMS with Flexible Query Order and Benefit Verification. 220-234 - Daniel Flachs, Guido Moerkotte:
Made to Measure: Towards Approximability of Query Evaluation Engines. 235-250 - Taehoon Kim, Wijae Cho, Kyoung-Sook Kim:
DGGS-Based Continuous Trajectory Similarity Comparison. 251-264
Machine Learning and Rules
- Claudia Diamantini, Tarique Khan, Alex Mircoli, Domenico Potena:
Predictive Modeling of Key Performance Indicators for Greenhouse Gas Emission Reduction Using Machine Learning. 267-280 - Stefan Dzalev, Goran Velinov:
Validation Without Rules: A Data Integration Case Study. 281-294
Recommendation
- Muhammad Shahzaib Ali, Kostas Stefanidis:
Fairness in Group Recommender Systems Using Variational Autoencoders. 297-311 - Padipat Sitkrongwong, Atsuhiro Takasu:
A Supervised Contrastive Learning Framework for Aspect-Based Recommendations. 312-328 - Uzair Ahmed, Kostas Stefanidis:
Multi-attribute Bias Mitigation in Recommender Systems. 329-342
Indexing and Event Detection
- Alireza Heidari, Amirhossein Ahmadi, Wei Zhang:
UpLIF: An Updatable Self-tuning Learned Index Framework. 345-362 - Saranya Chandrasekaran, S. Sudarshan:
Scheduling of Intermittent Query Processing. 363-376 - Saidu Oseni, Hameed Bashiru, Rasheed Lawal, Ayobami Ajayi, Olamide Akintaro, Kamran Munir:
Monitoring Environmental Factors for Optimal Health and Welfare of Broiler Chickens Using Sensor Technology in Southwest Nigeria. 377-393 - Naoufal Sirri, Christophe Guyeux:
River Levels Affecting Firefighter Interventions: Factor Analysis. 394-410
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