Databases and Information Systems: 14th International Baltic Conference, DB&IS 2020, Tallinn, Estonia, June 16–19, 2020, Proceedings

Front Matter ....Pages i-xiii
Front Matter ....Pages 1-1
 Continuous Requirements Engineering in the Context of Socio-cyber-Physical Systems  (Marite Kirikova)....Pages 3-12
 Developing Requirements for the New Encryption Mechanisms in the Estonian eID Infrastructure  (Mart Oruaas, Jan Willemson)....Pages 13-20
Front Matter ....Pages 21-21
 Change Discovery in Heterogeneous Data Sources of a Data Warehouse  (Darja Solodovnikova, Laila Niedrite)....Pages 23-37
 Floor Selection Proposal for Automated Travel with Smart Elevator  (Uljana Reinsalu, Tarmo Robal, Mairo Leier)....Pages 38-51
Front Matter ....Pages 53-53
 Application Development for Hand Gestures Recognition with Using a Depth Camera  (Dina Satybaldina, Gulziya Kalymova, Natalya Glazyrina)....Pages 55-67
 Features and Methods for Automatic Posting Account Classification  (Zigmunds Beļskis, Marita Zirne, Mārcis Pinnis)....Pages 68-81
 Mobile Phone Usage Data for Credit Scoring  (Henri Ots, Innar Liiv, Diana Tur)....Pages 82-95
 Review of Non-English Corpora Annotated for Emotion Classification in Text  (Viktorija Leonova)....Pages 96-108
 Simultaneous Road Edge and Road Surface Markings Detection Using Convolutional Neural Networks  (René Pihlak, Andri Riid)....Pages 109-121
 Specialized Image Descriptors for Signboard Photographs Classification  (Aleksei Samarin, Valentin Malykh, Sergey Muravyov)....Pages 122-129
 Text Extraction from Scrolling News Tickers  (Ingus Janis Pretkalnins, Arturs Sprogis, Guntis Barzdins)....Pages 130-143
 Using Machine Learning for Automated Assessment of Misclassification of Goods for Fraud Detection  (Margarita Spichakova, Hele-Mai Haav)....Pages 144-158
Front Matter ....Pages 159-159
 A Little Bird Told Me: Discovering KPIs from Twitter Data  (Janis Zemnickis, Laila Niedrite, Natalija Kozmina)....Pages 161-175
 Automating Detection of Occurrences of PostgreSQL Database Design Problems  (Erki Eessaar)....Pages 176-189
 Complexity Issues in Data-Driven Fuzzy Inference Systems: Systematic Literature Review  (Jolanta Miliauskaitė, Diana Kalibatiene)....Pages 190-204
 Towards DSL for DL Lifecycle Data Management  (Edgars Celms, Janis Barzdins, Audris Kalnins, Arturs Sprogis, Mikus Grasmanis, Sergejs Rikacovs et al.)....Pages 205-218
 A Method of Comparative Spatial Analysis of a Digitized (LiDAR) Point Cloud and the Corresponding GIS Database  (Riina Maigre, Hele-Mai Haav, Rauni Lillemets, Kalev Julge, Gaspar Anton)....Pages 219-232
Front Matter ....Pages 233-233
 On Case-Based Reasoning for ETL Process Repairs: Making Cases Fine-Grained  (Artur Wojciechowski, Robert Wrembel)....Pages 235-249
 Rule Discovery for (Semi-)automatic Repairs of ETL Processes  (Judith Awiti, Robert Wrembel)....Pages 250-264
 Testing of Execution of Concurrent Processes  (Janis Bicevskis, Girts Karnitis)....Pages 265-279
 The Use of the Recommended Learning Path in the Personalized Adaptive E-Learning System  (Vija Vagale, Laila Niedrite, Svetlana Ignatjeva)....Pages 280-294
Front Matter ....Pages 295-295
 Composition of Ensembles of Recurrent Neural Networks for Phishing Websites Detection  (Paulius Vaitkevicius, Virginijus Marcinkevicius)....Pages 297-310
 Impact of Information Security Training on Recognition of Phishing Attacks: A Case Study of Vilnius Gediminas Technical University  (Justinas Rastenis, Simona Ramanauskaitė, Justinas Janulevičius, Antanas Čenys)....Pages 311-324
 Managing Security Risks in Post-Trade Matching and Confirmation Using CorDapp  (Mubashar Iqbal, Raimundas Matulevičius)....Pages 325-339
Back Matter ....Pages 341-341