| 2019 | Approaches to Identify Relevant Process Variables in Injection Moulding using Beta Regression and SVM. | Shailesh Tripathi, Sonja Strasser, Christian Mittermayr, Matthias Dehmer, Herbert Jodlbauer |
| 2019 | Scaling Big Data Applications in Smart City with Coresets. | Le Hong Trang, Hind Bangui, Mouzhi Ge, Barbora Buhnova |
| 2019 | On Bayes Factors for Success Rate A/B Testing. | Maciej Skorski |
| 2019 | Empowered by Innovation: Unravelling Determinants of Idea Implementation in Open Innovation Platforms. | Frederik Situmeang, Rob E. Loke, Nelleke de Boer, Danielle de Boer |
| 2019 | A Parallel Bit-map based Framework for Classification Algorithms. | Amila De Silva, Shehan Perera |
| 2019 | Farm Detection based on Deep Convolutional Neural Nets and Semi-supervised Green Texture Detection using VIS-NIR Satellite Image. | Sara Sharifzadeh, Jagati Tata, Bo Tan |
| 2019 | Classification of Alzheimer's Disease using Machine Learning Techniques. | Muhammad Shahbaz, Shahzad Ali, Aziz Guergachi, Aneeta Niazi, Amina Umer |
| 2019 | A Graded Concept of an Information Model for Evaluating Performance in Team Handball. | Friedemann Schwenkreis |
| 2019 | XAI: A Middleware for Scalable AI. | Abdallah Salama, Alexander Linke, Igor Pessoa Rocha, Carsten Binnig |
| 2019 | International Roaming Traffic Optimization with Call Quality. | Ahmet Sahin, Kenan Cem Demirel, Erin Albey, Gonca Grsun |
| 2019 | Implementing Value-at-Risk and Expected Shortfall for Real Time Risk Monitoring. | Petra Ristau |
| 2019 | Overcoming the Drawbacks of Traditional Process Management Software. | Manfred Reichert |
| 2019 | Creating Triggers with Trigger-By-Example in Graph Databases. | Kornelije Rabuzin, Martina Sestak |
| 2019 | Using a Skip-gram Architecture for Model Contextualization in CARS. | Dimitris Poulopoulos, Athina Kalampogia |
| 2019 | Manifold Learning to Identify Consumer Profiles in Real Consumption Data. | Diego Perez, Marta Rivera-Alba, Alberto Sanchez-Carralero |
| 2019 | Dynamic Data Streaming for an Appliance. | Marta Patio, Ainhoa Azqueta-Alzaz |
| 2019 | BIpm: Combining BI and Process Mining. | Mohammad Reza Harati Nik, Wil M. P. van der Aalst, Mohammadreza Fani Sani |
| 2019 | Improving Indoor Positioning via Machine Learning. | Aigerim Mussina, Sanzhar Aubakirov |
| 2019 | A Data Mining Study on Pressure Ulcers. | Francisco Mota, Nuno Abreu, Tiago Guimares, Manuel Filipe Santos |
| 2019 | LOS/NLOS Wireless Channel Identification based on Data Mining of UWB Signals. | Gianluca Moro, Roberto Pasolini, Davide Dardari |
| 2019 | Sentiment Analysis of German Emails: A Comparison of Two Approaches. | Bernd Markscheffel, Markus Haberzettl |
| 2019 | Data Quality in Secondary Data Analysis: A Case Study of Ecological Data using a Semiotic-based Approach. | Mila Kwiatkowska, Frank A. Pouw |
| 2019 | A Comparative Study for the Selection of Machine Learning Algorithms based on Descriptive Parameters. | Chettan Kumar, Martin Kppel, Nicolai Schtzenmeier, Philipp Eisenhuth, Stefan Jablonski |
| 2019 | A Reference Model for Product Data Profiling in Retail ERP Systems. | Rolf Krieger, Christian Schorr |
| 2019 | Trading Memory versus Workload Overhead in Graph Pattern Matching on Multiprocessor Systems. | Alexander Krause, Frank Ebner, Dirk Habich, Wolfgang Lehner |