Database and Expert Systems Applications: 31st International Conference, DEXA 2020, Bratislava, Slovakia, September 14–17, 2020, Proceedings, Part I

Front Matter ....Pages i-xxix
Front Matter ....Pages 1-1
 From Sensors to Dempster-Shafer Theory and Back: The Axiom of Ambiguous Sensor Correctness and Its Applications  (Dirk Draheim, Tanel Tammet)....Pages 3-19
Front Matter ....Pages 21-21
 A Graph Partitioning Algorithm for Edge or Vertex Balance  (Adnan El Moussawi, Nacéra Bennacer Seghouani, Francesca Bugiotti)....Pages 23-37
 DSCAN: Distributed Structural Graph Clustering for Billion-Edge Graphs  (Hiroaki Shiokawa, Tomokatsu Takahashi)....Pages 38-54
 Accelerating All 5-Vertex Subgraphs Counting Using GPUs  (Shuya Suganami, Toshiyuki Amagasa, Hiroyuki Kitagawa)....Pages 55-70
 PhoeniQ: Failure-Tolerant Query Processing in Multi-node Environments  (Yutaro Bessho, Yuto Hayamizu, Kazuo Goda, Masaru Kitsuregawa)....Pages 71-85
Front Matter ....Pages 87-87
 A DSL for Automated Data Quality Monitoring  (Felix Heine, Carsten Kleiner, Thomas Oelsner)....Pages 89-105
 Fast One-to-Many Reliability Estimation for Uncertain Graphs  (Junya Yanagisawa, Hiroaki Shiokawa)....Pages 106-121
 Quality Matters: Understanding the Impact of Incomplete Data on Visualization Recommendation  (Rischan Mafrur, Mohamed A. Sharaf, Guido Zuccon)....Pages 122-138
Front Matter ....Pages 139-139
 ModelDrivenGuide: An Approach for Implementing NoSQL Schemas  (Jihane Mali, Faten Atigui, Ahmed Azough, Nicolas Travers)....Pages 141-151
 Automatic Schema Generation for Document-Oriented Systems  (Paola Gómez, Rubby Casallas, Claudia Roncancio)....Pages 152-163
 Schedule for Detour-Type Demand Bus with Regular Usage Data  (Yuuri Sakai, Yasuhito Asano, Masatoshi Yoshikawa)....Pages 164-176
 Algebra for Complex Analysis of Data  (Jakub Peschel, Michal Batko, Pavel Zezula)....Pages 177-187
 FD-VAE: A Feature Driven VAE Architecture for Flexible Synthetic Data Generation  (Gianluigi Greco, Antonella Guzzo, Giuseppe Nardiello)....Pages 188-197
Front Matter ....Pages 199-199
 Bi-Level Associative Classifier Using Automatic Learning on Rules  (Nitakshi Sood, Leepakshi Bindra, Osmar Zaiane)....Pages 201-216
 RandomLink – Avoiding Linkage-Effects by Employing Random Effects for Clustering  (Gert Sluiter, Benjamin Schelling, Claudia Plant)....Pages 217-232
 Fast and Accurate Community Search Algorithm for Attributed Graphs  (Shohei Matsugu, Hiroaki Shiokawa, Hiroyuki Kitagawa)....Pages 233-249
 A Differential Evolution-Based Approach for Community Detection in Multilayer Networks with Attributes  (Clara Pizzuti, Annalisa Socievole)....Pages 250-265
Front Matter ....Pages 267-267
 Modeling and Enforcing Integrity Constraints on Graph Databases  (Fábio Reina, Alexis Huf, Daniel Presser, Frank Siqueira)....Pages 269-284
 Bounded Pattern Matching Using Views  (Xin Wang, Yang Wang, Ji Zhang, Yan Zhu)....Pages 285-303
 A Framework to Reverse Engineer Database Memory by Abstracting Memory Areas  (James Wagner, Alexander Rasin)....Pages 304-319
 Collaborative SPARQL Query Processing for Decentralized Semantic Data  (Arnaud Grall, Hala Skaf-Molli, Pascal Molli, Matthieu Perrin)....Pages 320-335
Front Matter ....Pages 337-337
 Discovering Relational Intelligence in Online Social Networks  (Leonard Tan, Thuan Pham, Hang Kei Ho, Tan Seng Kok)....Pages 339-353
 Generating Dialogue Sentences to Promote Critical Thinking  (Satoshi Yoshida, Qiang Ma)....Pages 354-368
 Semantic Matching over Matrix-Style Tables in Richly Formatted Documents  (Hongwei Li, Qingping Yang, Yixuan Cao, Ganbin Zhou, Ping Luo)....Pages 369-384
 On Integrating and Classifying Legal Text Documents  (Alexandre Quemy, Robert Wrembel)....Pages 385-399
Front Matter ....Pages 401-401
 An Explainable Artificial Intelligence Methodology for Hard Disk Fault Prediction  (Antonio Galli, Vincenzo Moscato, Giancarlo Sperlí, Aniello De Santo)....Pages 403-413
 An Improved Software Defect Prediction Algorithm Using Self-organizing Maps Combined with Hierarchical Clustering and Data Preprocessing  (Natalya Shakhovska, Vitaliy Yakovyna, Natalia Kryvinska)....Pages 414-424
 A City Adaptive Clustering Framework for Discovering POIs with Different Granularities  (Junjie Sun, Tomoki Kinoue, Qiang Ma)....Pages 425-434
 Deep Discriminative Learning for Autism Spectrum Disorder Classification  (Mingli Zhang, Xin Zhao, Wenbin Zhang, Ahmad Chaddad, Alan Evans, Jean Baptiste Poline)....Pages 435-443
 From Risks to Opportunities: Real Estate Equity Crowdfunding  (Verena Schweder, Andreas Mladenow, Christine Strauss)....Pages 444-454
Back Matter ....Pages 455-457