| 2019 | ML2SQL - Compiling a Declarative Machine Learning Language to SQL and Python. | Maximilian E. Schle, Matthias Bungeroth, Dimitri Vorona, Alfons Kemper, Stephan Gnnemann, Thomas Neumann |
| 2019 | DynFD: Functional Dependency Discovery in Dynamic Datasets. | Philipp Schirmer, Thorsten Papenbrock, Sebastian Kruse, Felix Naumann, Dennis Hempfing, Torben Mayer, Daniel Neuschfer-Rube |
| 2019 | Triad Enumeration at Trillion-Scale Using a Single Commodity Machine. | Yudi Santoso, Alex Thomo, Venkatesh Srinivasan, Sean Chester |
| 2019 | Functional Geometric Monitoring for Distributed Streams. | Vasilis Samoladas, Minos N. Garofalakis |
| 2019 | MINARET: A Recommendation Framework for Scientific Reviewers. | Sherif Sakr, Mohamed Ragab, Mohamed Maher, Ahmed Awad |
| 2019 | devUDF: Increasing UDF development efficiency through IDE Integration. It works like a PyCharm! | Mark Raasveldt, Pedro Holanda, Stefan Manegold |
| 2019 | Streaming HyperCube: A Massively Parallel Stream Join Algorithm. | Yuan Qiu, Serafeim Papadias, Ke Yi |
| 2019 | Adaptive Hierarchical Clustering for Petrographic Image Analysis. | Andrea Pasini, Elena Baralis, Paolo Garza, Davide Floriello, Michela Idiomi, Andrea Ortenzi, Simone Ricci |
| 2019 | Extending Cross-Domain Knowledge Bases with Long Tail Entities using Web Table Data. | Yaser Oulabi, Christian Bizer |
| 2019 | Transparently Mining Data from a Medium-voltage Distribution Network: A Prognostic-diagnostic Analysis. | Matteo Nisi, Daniela Renga, Daniele Apiletti, Danilo Giordano, Tao Huang, Yang Zhang, Marco Mellia, Elena Baralis |
| 2019 | Stratified Random Sampling over Streaming and Stored Data. | Trong Duc Nguyen, Ming-Hung Shih, Divesh Srivastava, Srikanta Tirthapura, Bojian Xu |
| 2019 | Spec-QP: Speculative Query Planning for Joins over Knowledge Graphs. | Madhulika Mohanty, Maya Ramanath, Mohamed Yahya, Gerhard Weikum |
| 2019 | Hidden Layer Models for Company Representations and Product Recommendations. | Katsiaryna Mirylenka, Paolo Scotton, Christoph Miksovic, Jeff Dillon |
| 2019 | In-memory Caching for Multi-query Optimization of Data-intensive Scalable Computing Workloads. | Pietro Michiardi, Damiano Carra, Sara Migliorini |
| 2019 | A Six-dimensional Analysis of In-memory Aggregation. | Puya Memarzia, Suprio Ray, Virendra C. Bhavsar |
| 2019 | Visualizing Implicit RDF Schema with the Help of Embeddings. | Marios Meimaris |
| 2019 | Recurrent Neural Networks for Dynamic User Intent Prediction in Human-Database Interaction. | Venkata Vamsikrishna Meduri, Kanchan Chowdhury, Mohamed Sarwat |
| 2019 | Data Slice Search for Local Outlier View Detection: A Case Study in Fashion EC. | Takumi Matsumoto, Yuya Sasaki, Makoto Onizuka |
| 2019 | Heterogeneous Industrial Vehicle Usage Predictions: A Real Case. | Dena Markudova, Elena Baralis, Luca Cagliero, Marco Mellia, Luca Vassio, Elvio Gilberto Amparore, Riccardo Loti, Lucia Salvatori |
| 2019 | Speeding up RDF Aggregate Discovery through Sampling. | Ioana Manolescu, Mirjana Mazuran |
| 2019 | Performance Evaluation of MongoDB and PostgreSQL for Spatio-temporal Data. | Antonios Makris, Konstantinos Tserpes, Giannis Spiliopoulos, Dimosthenis Anagnostopoulos |
| 2019 | SmartML: A Meta Learning-Based Framework for Automated Selection and Hyperparameter Tuning for Machine Learning Algorithms. | Mohamed Maher, Sherif Sakr |
| 2019 | Umzi: Unified Multi-Zone Indexing for Large-Scale HTAP. | Chen Luo, Pinar Tzn, Yuanyuan Tian, Ronald Barber, Vijayshankar Raman, Richard Sidle |
| 2019 | Leveraging Bitmap Indexing for Subgraph Searching. | David Luaces, Jos R. R. Viqueira, Toms F. Pena, Jos Manuel Cotos |
| 2019 | SEP2P: Secure and Efficient P2P Personal Data Processing. | Julien Loudet, Iulian Sandu Popa, Luc Bouganim |