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26th DOLAP 2024: Paestum, Italy
- Enrico Gallinucci, Matteo Lissandrini:
Proceedings of the 26th International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data (DOLAP 2024) co-located with the 27th International Conference on Extending Database Technology and the 27th International Conference on Database Theory (EDBT/ICDT 2024), Paestum, Italy, March 25, 2024. CEUR Workshop Proceedings 3653, CEUR-WS.org 2024
Invited papers
- Tatsawan Timakum, Soobin Lee, Haotian Hu, Il-Yeol Song, Min Song:
DOLAP: A 25 Year Journey Through Research Trends and Performance (Invited Paper). 1-8
Regular papers
- Kristo Raun, Riccardo Tommasini, Ahmed Awad:
Adaptive Handling of Out-of-order Streams in Conformance Checking. 9-17 - Antonio Badia, Mohamed Khalefa, Tomás Felipe LLano-Ríos:
A JSON Document Algebra for Query Optimization. 18-27 - Matteo Francia, Matteo Golfarelli, Manuele Pasini:
Towards a Process-Driven Design of Data Platforms. 28-35 - Adam Charane, Matteo Ceccarello, Johann Gamper:
Shapelets Evaluation using Silhouettes for Time Series Classification. 36-44 - Aniol Bisquert, Achraf Hmimou, Josep Lluis Berral, Alberto Gutierrez-Torre, Oscar Romero:
HealthMesh: An Architectural Framework for Federated Healthcare Data Management. 45-54 - Ricky Sun, Yuri Simione, Jason Zhang, Victor Wang:
Graph XAI: Graph-agumented AI with Accuracy, Depth, Explainability, and Velocity. 55-62
Short papers
- Md Mahade Hasan, Soha Pervez, Maria Stratigi, Kostas Stefanidis:
SQUIRREL 2.0: Fairness & Explanations for Sequential Group Recommendations. 63-67 - Yuto Ikeda, Chuan Xiao, Makoto Onizuka:
An Efficient Diversity-Aware Method for the Empty-Answer Problem. 68-72 - Marc Maynou, Sergi Nadal:
Discovery of Semantic Non-Syntactic Joins. 73-77 - Camila Sanz, Adriana Marotta:
Context Based Completeness Assessment for Data Warehouse Hierarchies. 78-82 - Uchechukwu F. Njoku, Alberto Abelló, Besim Bilalli, Gianluca Bontempi:
A data-science pipeline to enable the Interpretability of Many-Objective Feature Selection. 83-87
Panel papers
- Besim Bilalli, Petar Jovanovic, Sergi Nadal, Anna Queralt, Oscar Romero:
There is no Data Science without Data Governance: a Proposal Based on Knowledge Graphs. 88-90 - Robert Wrembel:
Optimizing Data Integration Processes with the Support of Machine Learning - Is it really possible? 91-94 - Georgia Koutrika:
AI and Human in Data Analytics: Who leads this Dance? 95-96
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