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ORCIDADBIS 2022, Turin, Italy
- Silvia Chiusano
, Tania Cerquitelli, Robert Wrembel:
Advances in Databases and Information Systems - 26th European Conference, ADBIS 2022, Turin, Italy, September 5-8, 2022, Proceedings. Lecture Notes in Computer Science 13389, Springer 2022, ISBN 978-3-031-15739-4
Keynote Talk and Tutorials
- Bruno Lepri, Simone Centellegher, Marco De Nadai:
Understanding and Rewiring Cities. 3-10 - Mirjana Ivanovic, Serge Autexier, Miltiadis Kokkonidis:
AI Approaches in Processing and Using Data in Personalized Medicine. 11-24 - Rosa Meo, Roberto Nai, Emilio Sulis:
Explainable, Interpretable, Trustworthy, Responsible, Ethical, Fair, Verifiable AI... What's Next? 25-34 - Stefano Rizzi:
OLAP and NoSQL: Happily Ever After. 35-44 - Johann Gamper, Matteo Ceccarello, Anton Dignös:
What's New in Temporal Databases? 45-58
Graph Processing
- Roberto García, Renzo Angles:
An Algebra for Path Manipulation in Graph Databases. 61-74 - Chiara Bachechi, Laura Po:
Road Network Graph Representation for Traffic Analysis and Routing. 75-89 - Nikolaos Koutounidis, Apostolos N. Papadopoulos:
Parallel Discovery of Top-k Weighted Motifs in Large Graphs. 90-103 - Yalei Li, Sergi Nadal, Oscar Romero:
A Data Quality Framework for Graph-Based Virtual Data Integration Systems. 104-117
Time Series and Data Streams
- Jacopo Fior, Luca Cagliero, Tommaso Calò:
Generating Comparative Explanations of Financial Time Series. 121-132 - Damjan Gjurovski, Jan Heidemann, Sebastian Michel:
Summarizing Edge-Device Data via Core Items. 133-147 - Lamia Djebour, Reza Akbarinia, Florent Masseglia:
Parallel Techniques for Variable Size Segmentation of Time Series Datasets. 148-162
On Line Analytical Processing
- João Victor de Oliveira Novaes, Lucio Fernandes Dutra Santos, Agma Juci Machado Traina, Caetano Traina Jr.:
ORTree: Tuning Diversified Similarity Queries by Means of Data Partitioning. 165-178 - Claudia Diamantini, Domenico Potena, Emanuele Storti:
A Knowledge-Based Approach to Support Analytic Query Answering in Semantic Data Lakes. 179-192 - Matteo Francia, Enrico Gallinucci, Matteo Golfarelli, Stefano Rizzi:
Insight-Based Vocalization of OLAP Sessions. 193-206
Advanced Querying
- Christina Khnaisser, Hind Hamrouni, David B. Blumenthal, Anton Dignös, Johann Gamper:
Querying Temporal Anomalies in Healthcare Information Systems and Beyond. 209-222 - Paolo Fosci, Giuseppe Psaila:
Soft Spatial Querying on JSON Data Sets. 223-237 - Ashraf Tahmasbi, Goce Trajcevski:
Maximum Range-Sum for Dynamically Occurring Objects with Decaying Weights. 238-252
Performance
- Christian Riegger, Ilia Petrov:
Storage Management with Multi-Version Partitioned BTrees. 255-269 - Md Hasan Anowar, Abdullah Shamail, Xiaoyu Wang, Goce Trajcevski, Sohail Murad, Cynthia J. Jameson, Ashfaq A. Khokhar:
Generalization Aware Compression of Molecular Trajectories. 270-284 - Ahmed I. A. Al-Ghezi, Lena Wiese:
Analysing Workload Trends for Boosting Triple Stores Performance. 285-298
Machine Learning
- Anam Haq, Szymon Wilk, Alberto Abelló:
Comparision of Models Built Using AutoML and Data Fusion. 301-314 - Yuzhao Yang, Jérôme Darmont, Franck Ravat, Olivier Teste:
Dimensional Data KNN-Based Imputation. 315-329 - Adriano Henrique Cantão, Alessandra Alaniz Macedo, Liang Zhao, José Augusto Baranauskas:
Feature Ranking from Random Forest Through Complex Network's Centrality Measures - A Robust Ranking Method Without Using Out-of-Bag Examples. 330-343
Data Science Methods
- Faten El Outa, Patrick Marcel, Verónika Peralta, Raphaël da Silva, Marie Chagnoux, Panos Vassiliadis:
Data Narrative Crafting via a Comprehensive and Well-Founded Process. 347-360 - Alberto Belussi, Andrea Cinelli, Anna Dalla Vecchia, Sara Migliorini, Michele Quaresmini, Elisa Quintarelli:
Forecasting POI Occupation with Contextual Machine Learning. 361-376 - Nicola Elia, Francesco Barchi, Emanuele Parisi, Livio Pompianu, Salvatore Carta, Andrea Bartolini, Andrea Acquaviva:
Smart Contracts for Certified and Sustainable Safety-Critical Continuous Monitoring Applications. 377-391 - Fabrizio Angiulli, Fabio Fassetti, Simona Nisticò, Luigi Palopoli:
Outlier Explanation Through Masking Models. 392-406
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