| Monday, 9 September 2019 – ADBIS Conference | ||||
| 8:00-12:00 | Registration Hotel Park Lobby, Ground Floor |
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| 9:00-10:30 | Opening and keynote Keynote: Goce Trajcevski: Location-in-time data: compression vs. augmentation Chair: Tatjana Welzer, Mirjana Ivanović Room: Cankar, Ground Floor |
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| 10:30-11:00 | Coffee break | |||
| 11:00-12:30 | Session: Big Data Chair: Vladimir Zadorozhny Room: Cankar, Ground Floor |
Session: Document and Text Databases Chair: Jerome Darmont Room: Prešeren, Ground Floor |
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| nativeNDP: Processing Big Data Analytics on Native Storage Nodes Tobias Vincon, Sergey Hardock, Christian Riegger, Andreas Koch and Ilia Petrov |
Using process mining in real-time to reduce the number of faulty products Zsuzsanna Nagy, Agnes Werner-Stark and Tibor Dulai |
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| Calculating Fourier transforms in SQL Dennis Marten, Holger Meyer and Andreas Heuer |
Pseudo-Relevance Feedback Based on Locally-Built Co-occurrence Graphs Billel Aklouche, Ibrahim Bounhas and Yahya Slimani |
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| Workload-awareness in a NoSQL-based Triplestore Luiz Henrique Zambom Santana and Ronaldo Mello |
Document data modeling: A Conceptual Perspective * David Chaves and Elzbieta Malinowski |
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| Towards automated visualisation of scientific literature * Evelina Di Corso, Stefano Proto, Tania Cerquitelli and Silvia Chiusano |
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| 12:30-13:30 | Lunch | |||
| 13:30-15:00 | Session: Machine Learning and Data Mining Chair: Robert Wrembel Room: Cankar, Ground Floor |
Session: Novel applications Chair: Aida Kamišalić Latifić Room: Prešeren, Ground Floor |
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| ILIME: Local and Global Interpretable Model-Agnostic Explainer of Black-Box Decision Radwa ElShawi, Youssef Sherif, Mouaz Al-Mallah, and Sherif Sakr |
Finding Synonymous Attributes in Evolving Wikipedia Infoboxes Paolo Sottovia, Matteo Paganelli, Francesco Guerra and Yannis Velegrakis |
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| Heterogeneous Committee-Based Active Learning for Entity Resolution (HeALER) Xiao Chen, Yinlong Xu, David Broneske, Gabriel Campero Durand, Roman Zoun and Gunter Saake |
Web-Navigation Skill Assessment through Eye-Tracking Data Patrik Hlaváč, Jakub Simko and Maria Bielikova |
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| Automated Vertical Partitioning with Deep Reinforcement Learning * Gabriel Campero Durand, Rufat Piriyev, Marcus Pinnecke, David Broneske, Balasubramanian Gurumurthy and Gunter Saake |
The agents’ selection methods for a consensus-based investment strategy in a multi-agent financial decisions support system * Marcin Pietranik, Adrianna Kozierkiewicz and Marcin Hernes |
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| Distributed Computation of Top-k Degrees in Hidden Bipartite Graphs * Panagiotis Kostoglou, Apostolos N. Papadopoulos and Yannis Manolopoulos |
Ratings vs. Reviews in Recommender Systems: A Case study on the Amazon Movies Dataset * Maria Stratigi, Xiaozhou Li, Kostas Stefanidis and Zheying Zhang |
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| 15:00-15:30 | Coffee break | |||
| 15:30-16:45 | Session: Data Models Chair: Johann Eder Room: Cankar, Ground Floor |
Session: Optimization Chair: Ester Zumpano Room: Prešeren, Ground Floor |
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| Keys in Relational Databases with Nulls and Bounded Domains Munqath Alattar and Attila Sali |
You have the Choice: The Borda Voting Rule for Clustering Recommendations Johannes Kastner and Markus Endres |
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| Metadata management for data lakes * Franck Ravat and Yan Zhao |
BM-index: Balanced Metric Space Index based on Weighted Voronoi Partitioning Matej Antol and Vlastislav Dohnal |
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| Correlation between students’ background and the knowledge on Conceptual Database Modelling * Lili Nemec Zlatolas, Aida Kamišalić and Muhamed Turkanović |
Automatically Configuring Parallelism for Hybrid Layouts * Rana Faisal Munir, Alberto Abelló, Oscar Romero, Maik Thiele and Wolfgang Lehner |
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| Smart Caching for Efficient Functional Dependency Discovery * Anastasia Birillo and Nikita Bobrov |
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| 19:00-21:00 | Welcome reception The Park Café |
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| Tuesday, 10 September 2019 – ADBIS Conference | ||||
| 8:00-10:00 | Registration Hotel Park Lobby, Ground Floor |
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| 9:00-10:00 | Keynote: Abdelkader Hameurlain: Evolution of Data Management Systems: State of the Art and Open Issues Chair: Aida Kamišalić Latifić Room: Cankar, Ground Floor |
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| 10:00-11:00 | Session: Data Warehouses Chair: Marko Hölbl Room: Cankar, Ground Floor |
Session: Process Mining and Stream Processing Chair: Marek Wojciechowski Room: Prešeren, Ground Floor |
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| A framework for learning cell interestingness from cube explorations Patrick Marcel, Verónika Peralta and Panos Vassiliadis |
Accurate and Transparent Path Prediction Using Process Mining Gaël Bernard and Periklis Andritsos |
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| Data Reduction in Multifunction OLAP Ali Hassan and Patrice Darmon |
Contextual and Behavioral Customer Journey Discovery using a Genetic Approach Gaël Bernard and Periklis Andritsos |
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| 11:00-11:30 | Coffee break | |||
| 11:30-12:30 | Session: Data Warehouses Chair: Marko Hölbl Room: Cankar, Ground Floor |
Session: Stream Processing Chair: Yannis Manolopoulos Room: Prešeren, Ground Floor |
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| Towards a Cost Model to Optimize User-Defined Functions in an ETL Workflow Based on User-Defined Performance Metrics Syed Muhammad Fawad Ali and Robert Wrembel |
Adaptive Partitioning and Order-Preserved Merging of Data Streams Constantin Pohl and Kai-Uwe Sattler |
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| Modelling and Querying Star and Snowflake Warehouses using Graph Databases * Alejandro Vaisman, Florencia Besteiro and Maximiliano Valverde |
BrainFlux: An Integrated Data Warehousing Infrastructure for Dynamic Health Data * Jonathan Elmer, Quan Zhou, Yichi Zhang, Fan Yang and Vladimir Zadorozhny |
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| Towards integrating collaborative filtering in visual data exploration systems * Houssem Ben Lahmar and Melanie Herschel |
Solution Pattern for Anomaly Detection in Financial Data Streams * Maciej Zakrzewicz, Marek Wojciechowski and Pawel Glawinski |
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| 12:30-13:30 | Lunch | |||
| 13:30-15:00 | Session: Ontologies and Knowledge Management Chair: Oscar Romero Room: Cankar, Ground Floor |
Session: Theoretical Foundation and New Requirements Chair: Sherif Sakr Room: Prešeren, Ground Floor |
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| Updating ontology alignment on the concept level based on ontology evolution Marcin Hernes, Adrianna Kozierkiewicz and Marcin Pietranik |
ProSA – Using the CHASE for Provenance Management Tanja Auge and Andreas Heuer |
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| On the Application of Ontological Patterns for Conceptual Modeling in Multidimensional Models Glenda Amaral and Giancarlo Guizzardi |
Transaction Isolation in Mixed-Level and Mixed-Scope Settings Stephen Hegner |
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| Exploring Pattern Mining for Solving the Ontology Matching Problem * Hiba Belhadi, Karima Akli-Astouati, Youcef Djenouri and Jerry Chun-Wei Lin |
ECHOES: A Fail-safe, Conflict Handling, and Scalable Data Management Mechanism for the Internet of Things Christoph Stach and Bernhard Mitschang |
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| Systematic Creation of Cumulative Design Science Research Knowledge with Case Study in the Field of Automatic Speech Recognition * Udo Bub |
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| 16:00-19:00 | Bled castle visit
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| 20:00-00:00 | Conference dinner Restaurant Panorama |
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| Wednesday, 11 September 2019 – ADBIS Conference | ||||
| 8:00-10:00 | Registration Hotel Park Lobby, Ground Floor |
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| 9:00-10:00 | Keynote: Nada Lavrač: Relational and Semantic Data Mining Chair: Vili Podgorelec Room: Cankar, Ground Floor |
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| 10:00-10:30 | Coffee break | |||
| 10:30-12:00 | Session: Data Mining Chair: Vili Podgorelec Room: Cankar, Ground Floor |
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| Unsupervised Artificial Neural Networks for Outlier Detection in High-Dimensional Data Daniel Popovic, Edouard Fouché and Klemens Böhm |
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| Improving Data Reduction by Merging Prototypes Pavlos Ponos, Stefanos Ougiaroglou and Georgios Evangelidis |
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| Applying Differential Evolution with Threshold Mechanism for Feature Selection on a Phishing Websites Classification * Lucija Brezočnik, Iztok Fister Jr. and Grega Vrbančič |
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| 12:00-13:00 | Lunch | |||
| 13:00-14:30 | Session: Data Quality Chair: Tatjana Welzer Room: Cankar, Ground Floor |
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| CrowdED and CREX : Towards Easy Crowdsourcing Quality Control Evaluation Tarek Awwad, Nadia Bennani, Veronika Rehn-Sonigo, Lionel Brunie and Harald Kosch |
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| Query-oriented answer imputation for aggregate queries Fatma-Zohra Hannou, Bernd Amann and Mohamed-Amine Baazizi |
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| SLFTD: A Subjective Logic based Framework for Truth Discovery * Danchen Zhang, Vladimir Zadorozhny and Vladimir Oleshchuk |
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| A cellular network database for fingerprint positioning systems * Donatella Gubiani, Paolo Gallo, Andrea Viel, Andrea Dalla Torre and Angelo Montanari |
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| 14:30-15:00 | Closing of the conference Chair: Tatjana Welzer Room: Cankar, Ground Floor |
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* Short papers are marked with (*) and the presenters will have 15 minutes time in the time slot available. The long papers will have 30 minutes time. This time slot include the minutes for discussion.