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23rd ADBIS 2019: Bled, Slovenia

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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

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Daniel Popovic, Edouard Fouché, Klemens Böhm:
Unsupervised Artificial Neural Networks for Outlier Detection in High-Dimensional Data. 3-19
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Pavlos Ponos, Stefanos Ougiaroglou, Georgios Evangelidis:
Improving Data Reduction by Merging Prototypes. 20-32
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Munqath Alattar, Attila Sali:
Keys in Relational Databases with Nulls and Bounded Domains. 33-50

Machine Learning

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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
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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

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Zsuzsanna Nagy, Agnes Werner-Stark, Tibor Dulai:
Using Process Mining in Real-Time to Reduce the Number of Faulty Products. 89-104
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Billel Aklouche, Ibrahim Bounhas, Yahya Slimani:
Pseudo-Relevance Feedback Based on Locally-Built Co-occurrence Graphs. 105-119

Big Data

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Luiz Henrique Zambom Santana, Ronaldo dos Santos Mello:
Workload-Awareness in a NoSQL-Based Triplestore. 123-138
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Tobias Vinçon, Sergey Hardock, Christian Riegger, Andreas Koch, Ilia Petrov:
nativeNDP: Processing Big Data Analytics on Native Storage Nodes. 139-150
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Dennis Marten, Holger Meyer, Andreas Heuer:
Calculating Fourier Transforms in SQL. 151-166

Novel Applications

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Paolo Sottovia, Matteo Paganelli, Francesco Guerra, Yannis Velegrakis:
Finding Synonymous Attributes in Evolving Wikipedia Infoboxes. 169-185
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Patrik Hlavac, Jakub Simko, Mária Bieliková:
Web-Navigation Skill Assessment Through Eye-Tracking Data. 186-197

Ontologies and Knowledge Management

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Adrianna Kozierkiewicz, Marcin Pietranik:
Updating Ontology Alignment on the Concept Level Based on Ontology Evolution. 201-214
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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

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Gaël Bernard, Periklis Andritsos:
Accurate and Transparent Path Prediction Using Process Mining. 235-250
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Gaël Bernard, Periklis Andritsos:
Contextual and Behavioral Customer Journey Discovery Using a Genetic Approach. 251-266
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Constantin Pohl, Kai-Uwe Sattler:
Adaptive Partitioning and Order-Preserved Merging of Data Streams. 267-282

Data Quality

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Tarek Awwad, Nadia Bennani, Veronika Rehn-Sonigo, Lionel Brunie, Harald Kosch:
CrowdED and CREX: Towards Easy Crowdsourcing Quality Control Evaluation. 285-301
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Fatma-Zohra Hannou, Bernd Amann, Mohamed-Amine Baazizi:
Query-Oriented Answer Imputation for Aggregate Queries. 302-318

Optimization

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Johannes Kastner, Markus Endres:
You Have the Choice: The Borda Voting Rule for Clustering Recommendations. 321-336
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Matej Antol, Vlastislav Dohnal:
BM-index: Balanced Metric Space Index Based on Weighted Voronoi Partitioning. 337-353

Theoretical Foundation and New Requirements

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Tanja Auge, Andreas Heuer:
ProSA - Using the CHASE for Provenance Management. 357-372
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Christoph Stach, Bernhard Mitschang:
ECHOES: A Fail-Safe, Conflict Handling, and Scalable Data Management Mechanism for the Internet of Things. 373-389
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Stephen J. Hegner:
Transaction Isolation in Mixed-Level and Mixed-Scope Settings. 390-406

Data Warehouses

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Ali Hassan, Patrice Darmon:
Data Reduction in Multifunction OLAP. 409-424
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Patrick Marcel, Verónika Peralta, Panos Vassiliadis:
A Framework for Learning Cell Interestingness from Cube Explorations. 425-440
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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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