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31st DEXA 2020: Bratislava, Slovakia - Part I
- Sven Hartmann, Josef Küng, Gabriele Kotsis, A Min Tjoa
, Ismail Khalil:
Database and Expert Systems Applications - 31st International Conference, DEXA 2020, Bratislava, Slovakia, September 14-17, 2020, Proceedings, Part I. Lecture Notes in Computer Science 12391, Springer 2020, ISBN 978-3-030-59002-4
Keynote Paper
- Dirk Draheim, Tanel Tammet:
From Sensors to Dempster-Shafer Theory and Back: The Axiom of Ambiguous Sensor Correctness and Its Applications - Keynote at DEXA'2020 - The 31st International Conference on Database and Expert Systems Applications. 3-19
Big Data Management and Analytics
- Adnan El Moussawi, Nacéra Bennacer Seghouani, Francesca Bugiotti:
A Graph Partitioning Algorithm for Edge or Vertex Balance. 23-37 - Hiroaki Shiokawa, Tomokatsu Takahashi:
DSCAN: Distributed Structural Graph Clustering for Billion-Edge Graphs. 38-54 - Shuya Suganami, Toshiyuki Amagasa
Accelerating All 5-Vertex Subgraphs Counting Using GPUs. 55-70 - Yutaro Bessho
PhoeniQ: Failure-Tolerant Query Processing in Multi-node Environments. 71-85
Consistency, Integrity, Quality of Data
- Felix Heine
A DSL for Automated Data Quality Monitoring. 89-105 - Junya Yanagisawa, Hiroaki Shiokawa:
Fast One-to-Many Reliability Estimation for Uncertain Graphs. 106-121 - Rischan Mafrur
Quality Matters: Understanding the Impact of Incomplete Data on Visualization Recommendation. 122-138
Data Analysis and Data Modeling
- Jihane Mali
ModelDrivenGuide: An Approach for Implementing NoSQL Schemas. 141-151 - Paola Gómez, Rubby Casallas, Claudia Roncancio:
Automatic Schema Generation for Document-Oriented Systems. 152-163 - Yuuri Sakai, Yasuhito Asano, Masatoshi Yoshikawa:
Schedule for Detour-Type Demand Bus with Regular Usage Data. 164-176 - Jakub Peschel, Michal Batko, Pavel Zezula:
Algebra for Complex Analysis of Data. 177-187 - Gianluigi Greco
FD-VAE: A Feature Driven VAE Architecture for Flexible Synthetic Data Generation. 188-197
Data Mining
- Nitakshi Sood, Leepakshi Bindra, Osmar R. Zaïane
Bi-Level Associative Classifier Using Automatic Learning on Rules. 201-216 - Gert Sluiter, Benjamin Schelling, Claudia Plant:
RandomLink - Avoiding Linkage-Effects by Employing Random Effects for Clustering. 217-232 - Shohei Matsugu, Hiroaki Shiokawa, Hiroyuki Kitagawa:
Fast and Accurate Community Search Algorithm for Attributed Graphs. 233-249 - Clara Pizzuti
A Differential Evolution-Based Approach for Community Detection in Multilayer Networks with Attributes. 250-265
Databases and Data Management
- Fábio Reina
Modeling and Enforcing Integrity Constraints on Graph Databases. 269-284 - Xin Wang, Yang Wang, Ji Zhang, Yan Zhu:
Bounded Pattern Matching Using Views. 285-303 - James Wagner, Alexander Rasin:
A Framework to Reverse Engineer Database Memory by Abstracting Memory Areas. 304-319 - Arnaud Grall, Hala Skaf-Molli
Collaborative SPARQL Query Processing for Decentralized Semantic Data. 320-335
Information Retrieval
- Leonard Tan, Thuan Pham
Discovering Relational Intelligence in Online Social Networks. 339-353 - Satoshi Yoshida, Qiang Ma
Generating Dialogue Sentences to Promote Critical Thinking. 354-368 - Hongwei Li, Qingping Yang, Yixuan Cao
Semantic Matching over Matrix-Style Tables in Richly Formatted Documents. 369-384 - Alexandre Quemy
On Integrating and Classifying Legal Text Documents. 385-399
Prediction and Decision Support
- Antonio Galli, Vincenzo Moscato, Giancarlo Sperlì, Aniello De Santo
An Explainable Artificial Intelligence Methodology for Hard Disk Fault Prediction. 403-413 - Natalya Shakhovska
An Improved Software Defect Prediction Algorithm Using Self-organizing Maps Combined with Hierarchical Clustering and Data Preprocessing. 414-424 - Junjie Sun, Tomoki Kinoue, Qiang Ma
A City Adaptive Clustering Framework for Discovering POIs with Different Granularities. 425-434 - Mingli Zhang, Xin Zhao, Wenbin Zhang, Ahmad Chaddad
Deep Discriminative Learning for Autism Spectrum Disorder Classification. 435-443 - Verena Schweder, Andreas Mladenow
From Risks to Opportunities: Real Estate Equity Crowdfunding. 444-454
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