Abstract is missing.
- Towards Interactive Data ExplorationCarsten Binnig. 5
- Data-Driven CrowdsourcingTova Milo. 7
- Combining Prediction Methods for Hardware Asset ManagementAlexander Wurl, Andreas A. Falkner, Alois Haselböck, Alexandra Mazak, Simon Sperl. 13-23 [doi]
- An Approach for Adaptive Parameter Setting in Manufacturing ProcessesSonja Strasser, Shailesh Tripathi, Richard Kerschbaumer. 24-32 [doi]
- No Target Function Classifier - Fast Unsupervised Text Categorization using Semantic SpacesTobias Eljasik-Swoboda, Michael Kaufmann 0004, Matthias Hemmje. 35-46 [doi]
- Towards Enabling Emerging Named Entity Recognition as a Clinical Information and Argumentation SupportChristian Nawroth, Felix C. Engel, Tobias Eljasik-Swoboda, Matthias L. Hemmje. 47-55 [doi]
- Variable Importance Analysis in Default Prediction using Machine Learning TechniquesBasak Gültekin, Betul Erdogdu Sakar. 56-62 [doi]
- Towards a Data Warehouse Architecture for Managing Big Data EvolutionDarja Solodovnikova, Laila Niedrite. 63-70 [doi]
- Automatic Document Summarization based on Statistical InformationAigerim Mussina, Sanzhar Aubakirov, Paulo Trigo. 71-76 [doi]
- Development of an Online-System for Assessing the Progress of Knowledge Acquisition in Psychology StudentsThomas Ostermann, Jan P. Ehlers, Michaela Warzecha, Gregor Hohenberg, Michaela Zupanic. 77-82 [doi]
- Fuzzy Metadata Strategies for Enhanced Data IntegrationHiba Khalid, Esteban Zimányi, Robert Wrembel. 83-90 [doi]
- Synthetic Optimisation Techniques for Epidemic Disease Prediction ModellingTerence Fusco, Yaxin Bi, Haiying Wang, Fiona Browne. 95-106 [doi]
- Nonlinear Feature Extraction using Multilayer Perceptron based Alternating Regression for Classification and Multiple-output Regression ProblemsOzde Tiryaki, Cemal Okan Sakar. 107-117 [doi]
- Concept Extraction with Convolutional Neural NetworksAndreas Waldis, Luca Mazzola, Michael Kaufmann 0004. 118-129 [doi]
- Identifying Electromyography Sensor Placement using Dense Neural NetworksPaolo Cappellari, Robert Gaunt, Carl Beringer, Misagh Mansouri, Massimiliano Novelli. 130-141 [doi]
- Dow Jones Trading with Deep Learning: The Unreasonable Effectiveness of Recurrent Neural NetworksMirco Fabbri, Gianluca Moro. 142-153 [doi]
- An Approach to Use Deep Learning to Automatically Recognize Team Tactics in Team Ball GamesFriedemann Schwenkreis. 157-162 [doi]
- Framework for the Recognition of Activities of Daily Living and Their Environments in the Development of a Personal Digital Life CoachIvan Miguel Pires, Nuno M. Garcia, Nuno Pombo, Francisco Flórez-Revuelta. 163-170 [doi]
- Distributed Optimization of Classifier Committee HyperparametersSanzhar Aubakirov, Paulo Trigo, Darhan Ahmed-Zaki. 171-179 [doi]
- Benchmarking Auto-WEKA on a Commodity MachineJoão Freitas, Nuno Lavado, Jorge Bernardino. 180-186 [doi]
- Predicting Flare Probability in Rheumatoid Arthritis using Machine Learning MethodsAsmir 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. 187-192 [doi]
- Seamless Database Evolution for Cloud ApplicationsAniket Mohapatra, Kai Herrmann, Hannes Voigt, Simon Lüders, Tsvetan Tsokov, Wolfgang Lehner. 197-207 [doi]
- Knowledge at First Glance: A Model for a Data Visualization Recommender System Suited for Non-expert UsersPetra Kubernátová, Magda Friedjungová, Max vanDuijn. 208-219 [doi]
- Enhancing Open Data Knowledge by Extracting Tabular Data from Text ImagesAndrei Puha, Octavian Rinciog, Vlad Posea. 220-228 [doi]
- An Efficient Decentralized Multidimensional Data Index: A ProposalFrancesco Gargiulo, Antonio Picariello, Vincenzo Moscato. 231-238 [doi]
- Sensor-based Database with SensLog: A Case Study of SQL to NoSQL MigrationPrasoon Dadhich, Andrey Sadovykh, Alessandra Bagnato, Michal Kepka, Ondrej Kaas, Karel Charvát. 239-244 [doi]
- Beyond Data Quality: Data Excellence Challenges from an Enterprise, Research and City PerspectiveJohannes Sautter, Rebecca Litauer, Rudolf Fischer, Tina Klages, Andrea Wuchner, Elena Müller, Gretel Schaj, Ekaterina Dobrokhotova, Patrick Drews, Stefan Riess. 245-252 [doi]
- Missed Calls Encoding Technology for GPS Data Asset CirculationChengcheng Liu, Miaoqiong Wang, Pengwei Ma, Kai Wei, Chunyu Jiang, Shu Yan. 253-260
- Detecting and Analyzing Privacy Leaks in TweetsPaolo Cappellari, Soon Ae Chun, Christopher Costello. 265-275 [doi]
- Clustering Big DataMichele Ianni, Elio Masciari, Giuseppe M. Mazzeo, Carlo Zaniolo. 276-282 [doi]
- Anomaly Detection for Industrial Big DataNeil Caithness, David Wallom. 285-293 [doi]
- BRAID - A Hybrid Processing Architecture for Big DataCorinna Giebler, Christoph Stach, Holger Schwarz, Bernhard Mitschang. 294-301 [doi]
- Exploring Urban Mobility from Taxi Trajectories: A Case Study of Nanjing, ChinaYihong Yuan, Maël Le Noc. 302-307 [doi]
- Indexing Patterns in Graph DatabasesJaroslav Pokorný, Michal Valenta, Martin Troup. 313-321 [doi]
- Architectural Considerations for a Data Access MarketplaceUwe Hohenstein, Sonja Zillner, Andreas Biesdorf. 322-333 [doi]
- Analysis of Data Structures Involved in RPQ EvaluationFrank Tetzel, Hannes Voigt, Marcus Paradies, Romans Kasperovics, Wolfgang Lehner. 334-343 [doi]
- Column Scan Optimization by Increasing Intra-Instruction ParallelismNusrat Jahan Lisa, Annett Ungethüm, Dirk Habich, Tuan D. A. Nguyen, Akash Kumar 0001, Wolfgang Lehner. 344-353 [doi]
- Algorithms for Computing Inequality JoinsBrahma Dathan, Stefan Trausan-Matu. 357-364 [doi]
- Reliable In-Memory Data Management on Unreliable HardwareDirk Habich, Till Kolditz, Juliana Hildebrandt, Wolfgang Lehner. 365-372 [doi]
- Graph Databases Comparison: AllegroGraph, ArangoDB, InfiniteGraph, Neo4J, and OrientDBDiogo Fernandes, Jorge Bernardino. 373-380 [doi]
- Traversal-aware Encryption Adjustment for Graph DatabasesNahla Aburawi, Frans Coenen, Alexei Lisitsa. 381-387 [doi]
- Cracking KD-Tree: The First Multidimensional Adaptive Indexing (Position Paper)Pedro Holanda, Matheus Nerone, Eduardo Cunha de Almeida, Stefan Manegold. 393-399 [doi]
- Design of a Portable Programming Abstraction for Data TransformationsJohannes Luong, Dirk Habich, Wolfgang Lehner. 400-408 [doi]
- Self-adaptive Synchronous Localization and Mapping using Runtime Feature ModelsChristopher Werner, Sebastian Werner, René Schöne, Sebastian Götz, Uwe Aßmann. 409-418 [doi]