| 2018 | Algorithms for Computing Inequality Joins. Brahma Dathan, Stefan Trausan-Matu |
| 2018 | An Approach for Adaptive Parameter Setting in Manufacturing Processes. Sonja Strasser, Shailesh Tripathi, Richard Kerschbaumer |
| 2018 | An Approach to Use Deep Learning to Automatically Recognize Team Tactics in Team Ball Games. Friedemann Schwenkreis |
| 2018 | An Efficient Decentralized Multidimensional Data Index: A Proposal. Francesco Gargiulo, Antonio Picariello, Vincenzo Moscato |
| 2018 | Analysis of Data Structures Involved in RPQ Evaluation. Frank Tetzel, Hannes Voigt, Marcus Paradies, Romans Kasperovics, Wolfgang Lehner |
| 2018 | Anomaly Detection for Industrial Big Data. Neil Caithness, David Wallom |
| 2018 | Architectural Considerations for a Data Access Marketplace. Uwe Hohenstein, Sonja Zillner, Andreas Biesdorf |
| 2018 | Automatic Document Summarization based on Statistical Information. Aigerim Mussina, Sanzhar Aubakirov, Paulo Trigo |
| 2018 | BRAID - A Hybrid Processing Architecture for Big Data. Corinna Giebler, Christoph Stach, Holger Schwarz, Bernhard Mitschang |
| 2018 | Benchmarking Auto-WEKA on a Commodity Machine. João Freitas, Nuno Lavado, Jorge Bernardino |
| 2018 | Beyond Data Quality: Data Excellence Challenges from an Enterprise, Research and City Perspective. Johannes Sautter, Rebecca Litauer, Rudolf Fischer, Tina Klages, Andrea Wuchner, Elena Müller, Gretel Schaj, Ekaterina Dobrokhotova, Patrick Drews, Stefan Riess |
| 2018 | Clustering Big Data. Michele Ianni, Elio Masciari, Giuseppe M. Mazzeo, Carlo Zaniolo |
| 2018 | Column Scan Optimization by Increasing Intra-Instruction Parallelism. Nusrat Jahan Lisa, Annett Ungethüm, Dirk Habich, Tuan D. A. Nguyen, Akash Kumar, Wolfgang Lehner |
| 2018 | Combining Prediction Methods for Hardware Asset Management. Alexander Wurl, Andreas A. Falkner, Alois Haselböck, Alexandra Mazak, Simon Sperl |
| 2018 | Concept Extraction with Convolutional Neural Networks. Andreas Waldis, Luca Mazzola, Michael Kaufmann |
| 2018 | Cracking KD-Tree: The First Multidimensional Adaptive Indexing (Position Paper). Pedro Holanda, Matheus Nerone, Eduardo C. de Almeida, Stefan Manegold |
| 2018 | Data-Driven Crowdsourcing. Tova Milo |
| 2018 | Design of a Portable Programming Abstraction for Data Transformations. Johannes Luong, Dirk Habich, Wolfgang Lehner |
| 2018 | Detecting and Analyzing Privacy Leaks in Tweets. Paolo Cappellari, Soon Ae Chun, Christopher Costello |
| 2018 | Development of an Online-System for Assessing the Progress of Knowledge Acquisition in Psychology Students. Thomas Ostermann, Jan P. Ehlers, Michaela Warzecha, Gregor Hohenberg, Michaela Zupanic |
| 2018 | Distributed Optimization of Classifier Committee Hyperparameters. Sanzhar Aubakirov, Paulo Trigo, Darhan Ahmed-Zaki |
| 2018 | Dow Jones Trading with Deep Learning: The Unreasonable Effectiveness of Recurrent Neural Networks. Mirco Fabbri, Gianluca Moro |
| 2018 | Enhancing Open Data Knowledge by Extracting Tabular Data from Text Images. Andrei Puha, Octavian Rinciog, Vlad Posea |
| 2018 | Exploring Urban Mobility from Taxi Trajectories: A Case Study of Nanjing, China. Yihong Yuan, Maël Le Noc |
| 2018 | Framework for the Recognition of Activities of Daily Living and Their Environments in the Development of a Personal Digital Life Coach. Ivan Miguel Pires, Nuno M. Garcia, Nuno Pombo, Francisco Flórez-Revuelta |
| 2018 | Fuzzy Metadata Strategies for Enhanced Data Integration. Hiba Khalid, Esteban Zimányi, Robert Wrembel |
| 2018 | Graph Databases Comparison: AllegroGraph, ArangoDB, InfiniteGraph, Neo4J, and OrientDB. Diogo Fernandes, Jorge Bernardino |
| 2018 | Identifying Electromyography Sensor Placement using Dense Neural Networks. Paolo Cappellari, Robert Gaunt, Carl Beringer, Misagh Mansouri, Massimiliano Novelli |
| 2018 | Indexing Patterns in Graph Databases. Jaroslav Pokorný, Michal Valenta, Martin Troup |
| 2018 | Knowledge at First Glance: A Model for a Data Visualization Recommender System Suited for Non-expert Users. Petra Kubernátová, Magda Friedjungová, Max J. van Duijn |
| 2018 | Missed Calls Encoding Technology for GPS Data Asset Circulation. Chengcheng Liu, Miaoqiong Wang, Pengwei Ma, Kai Wei, Chunyu Jiang, Shu Yan |
| 2018 | No Target Function Classifier - Fast Unsupervised Text Categorization using Semantic Spaces. Tobias Eljasik-Swoboda, Michael Kaufmann, Matthias L. Hemmje |
| 2018 | Nonlinear Feature Extraction using Multilayer Perceptron based Alternating Regression for Classification and Multiple-output Regression Problems. Ozde Tiryaki, Cemal Okan Sakar |
| 2018 | Predicting Flare Probability in Rheumatoid Arthritis using Machine Learning Methods. Asmir Vodencarevic, Marlies C. van der Goes, O'Jay A. G. Medina, Mark C. H. de Groot, Saskia Haitjema, Wouter W. van Solinge, Imo E. Hoefer, Linda M. Peelen, Jacob M. van Laar, Marcus Zimmermann-Rittereiser, Bob C. Hamans, Paco M. J. Welsing |
| 2018 | Proceedings of the 7th International Conference on Data Science, Technology and Applications, DATA 2018, Porto, Portugal, July 26-28, 2018. Jorge Bernardino, Christoph Quix |
| 2018 | Reliable In-Memory Data Management on Unreliable Hardware. Dirk Habich, Till Kolditz, Juliana Hildebrandt, Wolfgang Lehner |
| 2018 | Seamless Database Evolution for Cloud Applications. Aniket Mohapatra, Kai Herrmann, Hannes Voigt, Simon Lüders, Tsvetan Tsokov, Wolfgang Lehner |
| 2018 | Self-adaptive Synchronous Localization and Mapping using Runtime Feature Models. Christopher Werner, Sebastian Werner, René Schöne, Sebastian Götz, Uwe Aßmann |
| 2018 | Sensor-based Database with SensLog: A Case Study of SQL to NoSQL Migration. Prasoon Dadhich, Andrey Sadovykh, Alessandra Bagnato, Michal Kepka, Ondrej Kaas, Karel Charvát |
| 2018 | Synthetic Optimisation Techniques for Epidemic Disease Prediction Modelling. Terence Fusco, Yaxin Bi, Haiying Wang, Fiona Browne |
| 2018 | Towards Enabling Emerging Named Entity Recognition as a Clinical Information and Argumentation Support. Christian Nawroth, Felix Engel, Tobias Eljasik-Swoboda, Matthias L. Hemmje |
| 2018 | Towards Interactive Data Exploration. Carsten Binnig |
| 2018 | Towards a Data Warehouse Architecture for Managing Big Data Evolution. Darja Solodovnikova, Laila Niedrite |
| 2018 | Traversal-aware Encryption Adjustment for Graph Databases. Nahla Aburawi, Frans Coenen, Alexei Lisitsa |
| 2018 | Variable Importance Analysis in Default Prediction using Machine Learning Techniques. Basak Gültekin, Betul Erdogdu Sakar |