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ORCID23rd ADBIS 2019: Bled, Slovenia
- Tatjana Welzer, Johann Eder, Vili Podgorelec, Aida Kamisalic Latific:
Advances in Databases and Information Systems - 23rd European Conference, ADBIS 2019, Bled, Slovenia, September 8-11, 2019, Proceedings. Lecture Notes in Computer Science 11695, Springer 2019, ISBN 978-3-030-28729-0
Data Mining
- Daniel Popovic
, Edouard Fouché, Klemens Böhm:
Unsupervised Artificial Neural Networks for Outlier Detection in High-Dimensional Data. 3-19 - Pavlos Ponos, Stefanos Ougiaroglou, Georgios Evangelidis:
Improving Data Reduction by Merging Prototypes. 20-32 - Munqath Alattar, Attila Sali:
Keys in Relational Databases with Nulls and Bounded Domains. 33-50
Machine Learning
- Radwa El Shawi, Youssef Sherif, Mouaz H. Al-Mallah, Sherif Sakr:
ILIME: Local and Global Interpretable Model-Agnostic Explainer of Black-Box Decision. 53-68 - Xiao Chen, Yinlong Xu, David Broneske, Gabriel Campero Durand, Roman Zoun, Gunter Saake:
Heterogeneous Committee-Based Active Learning for Entity Resolution (HeALER). 69-85
Document and Text Databases
- Zsuzsanna Nagy, Agnes Werner-Stark, Tibor Dulai:
Using Process Mining in Real-Time to Reduce the Number of Faulty Products. 89-104 - Billel Aklouche, Ibrahim Bounhas, Yahya Slimani:
Pseudo-Relevance Feedback Based on Locally-Built Co-occurrence Graphs. 105-119
Big Data
- Luiz Henrique Zambom Santana, Ronaldo dos Santos Mello:
Workload-Awareness in a NoSQL-Based Triplestore. 123-138 - Tobias Vinçon, Sergey Hardock, Christian Riegger, Andreas Koch, Ilia Petrov:
nativeNDP: Processing Big Data Analytics on Native Storage Nodes. 139-150 - Dennis Marten, Holger Meyer, Andreas Heuer:
Calculating Fourier Transforms in SQL. 151-166
Novel Applications
- Paolo Sottovia, Matteo Paganelli, Francesco Guerra, Yannis Velegrakis:
Finding Synonymous Attributes in Evolving Wikipedia Infoboxes. 169-185 - Patrik Hlavac, Jakub Simko, Mária Bieliková:
Web-Navigation Skill Assessment Through Eye-Tracking Data. 186-197
Ontologies and Knowledge Management
- Adrianna Kozierkiewicz, Marcin Pietranik:
Updating Ontology Alignment on the Concept Level Based on Ontology Evolution. 201-214 - Glenda C. M. Amaral, Giancarlo Guizzardi:
On the Application of Ontological Patterns for Conceptual Modeling in Multidimensional Models. 215-231
Process Mining and Stream Processing
- Gaël Bernard, Periklis Andritsos:
Accurate and Transparent Path Prediction Using Process Mining. 235-250 - Gaël Bernard, Periklis Andritsos:
Contextual and Behavioral Customer Journey Discovery Using a Genetic Approach. 251-266 - Constantin Pohl, Kai-Uwe Sattler:
Adaptive Partitioning and Order-Preserved Merging of Data Streams. 267-282
Data Quality
- Tarek Awwad, Nadia Bennani, Veronika Rehn-Sonigo, Lionel Brunie, Harald Kosch:
CrowdED and CREX: Towards Easy Crowdsourcing Quality Control Evaluation. 285-301 - Fatma-Zohra Hannou, Bernd Amann, Mohamed-Amine Baazizi:
Query-Oriented Answer Imputation for Aggregate Queries. 302-318
Optimization
- Johannes Kastner, Markus Endres:
You Have the Choice: The Borda Voting Rule for Clustering Recommendations. 321-336 - Matej Antol, Vlastislav Dohnal:
BM-index: Balanced Metric Space Index Based on Weighted Voronoi Partitioning. 337-353
Theoretical Foundation and New Requirements
- Tanja Auge, Andreas Heuer:
ProSA - Using the CHASE for Provenance Management. 357-372 - Christoph Stach, Bernhard Mitschang:
ECHOES: A Fail-Safe, Conflict Handling, and Scalable Data Management Mechanism for the Internet of Things. 373-389 - Stephen J. Hegner:
Transaction Isolation in Mixed-Level and Mixed-Scope Settings. 390-406
Data Warehouses
- Ali Hassan, Patrice Darmon:
Data Reduction in Multifunction OLAP. 409-424 - Patrick Marcel, Verónika Peralta, Panos Vassiliadis:
A Framework for Learning Cell Interestingness from Cube Explorations. 425-440 - Syed Muhammad Fawad Ali, Robert Wrembel:
Towards a Cost Model to Optimize User-Defined Functions in an ETL Workflow Based on User-Defined Performance Metrics. 441-456
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