Data Science – Analytics and Applications: Proceedings of the 2nd International Data Science Conference – iDSC2019

Front Matter ....Pages i-xxiii
Front Matter ....Pages 11-13
 Exploring Insider Trading Within Hypernetworks  (Jad Rayes, Priya Mani)....Pages 15-20
 Chance influence in datasets with a large number of features  (Abdel Aziz Taha, Alexandros Bampoulidis, Mihai Lupu)....Pages 21-26
Front Matter ....Pages 27-27
 Combining Lexical and Semantic Similarity Methods for News Article Matching  (Mehmet Umut Sen, Hakki Yagiz Erdinc, Burak Yavuzalp, Murat Can Ganiz)....Pages 29-35
 The Effectiveness of the Max Entropy Classifier for Feature Selection  (Martin Schn¨oll, Cornelia Ferner, Stefan Wegenkittl)....Pages 37-39
 Impact of Anonymization on Sentiment Analysis of Twitter Postings  (Thomas J. Lampoltshammer, L˝orinc Thurnay, Gregor Eibl)....Pages 41-48
Front Matter ....Pages 49-49
 A Data-Driven Approach for Detecting Autism Spectrum Disorders  (Manika Kapoor, David C. Anastasiu)....Pages 51-56
 Optimal Regression Tree Models through Mixed Integer Programming*  (Ioannis Gkioulekas, Lazaros G. Papageorgiou)....Pages 57-62
 A Spatial Data Analysis Approach for Public Policy Simulation in Thermal Energy Transition Scenarios  (Lina Stanzel, Johannes Scholz, Franz Mauthner)....Pages 63-68
Front Matter ....Pages 69-69
 A Probabilistic Approach to Web Waterfall Charts  (Maciej Skorski)....Pages 71-76
 Facilitating Public Access to Legal Information  (Shefali Virkar, Chibuzor Udokwu, Anna-Sophie Novak, Sofia Tsekeridou)....Pages 77-82
 Do we have a Data Culture?  (Wolfgang Kremser, Richard Brunauer)....Pages 83-87
Front Matter ....Pages 89-89
 Neural Machine Translation from Natural Language into SQL with state-of-the-art Deep Learning methods  (Dejan Radovanovic)....Pages 91-92
 Smart recommendation system to simplify projecting for an HMI/SCADA platform  (Sebastian Malin, Kathrin Plankensteiner, Robert Merz, Reinhard Mayr, Sebastian Schöndorfer, Mike Thomas)....Pages 93-95
 Adversarial Networks — A Technology for Image Augmentation  (Maximilian Ernst Tschuchnig)....Pages 97-98
 Using supervised learning to predict the reliability of a welding process  (Melanie Zumtobel, Kathrin Plankensteiner)....Pages 99-102