Database and Expert Systems Applications: 31st International Conference, DEXA 2020, Bratislava, Slovakia, September 14–17, 2020, Proceedings, Part I (Information ... incl. Internet/Web, and HCI Book 12391)

The double volumes LNCS 12391-12392 constitutes the papers of the 31st International Conference on Database and Expert Systems Applications, DEXA 2020, which will be held online in September 2020. The 38 full papers presented together with 20 short papers plus 1 keynote papers in these volumes were carefully reviewed and selected from a total of 190 submissions. 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 The double volumes LNCS 12391-12392 constitutes the papers of the 31st International Conference on Database and Expert Systems Applications, DEXA 2020, which will be held online in September 2020. The 38 full papers presented together with 20 short papers plus 1 keynote papers in these volumes were carefully reviewed and selected from a total of 190 submissions. .