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7th DATA 2018: Porto, Portugal
- Jorge Bernardino, Christoph Quix:
Proceedings of the 7th International Conference on Data Science, Technology and Applications, DATA 2018, Porto, Portugal, July 26-28, 2018. SciTePress 2018, ISBN 978-989-758-318-6
Invited Speakers
- Carsten Binnig:
Towards Interactive Data Exploration. DATA 2018: 5 - Tova Milo:
Data-Driven Crowdsourcing. DATA 2018: 7
Business Analytics
- Alexander Wurl, Andreas A. Falkner, Alois Haselböck
, Alexandra Mazak, Simon Sperl:
Combining Prediction Methods for Hardware Asset Management. 13-23 - Sonja Strasser
An Approach for Adaptive Parameter Setting in Manufacturing Processes. 24-32 - Tobias Eljasik-Swoboda, Michael Kaufmann, Matthias L. Hemmje:
No Target Function Classifier - Fast Unsupervised Text Categorization using Semantic Spaces. 35-46 - Christian Nawroth, Felix Engel
Towards Enabling Emerging Named Entity Recognition as a Clinical Information and Argumentation Support. 47-55 - Basak Gültekin, Betul Erdogdu Sakar:
Variable Importance Analysis in Default Prediction using Machine Learning Techniques. 56-62 - Darja Solodovnikova, Laila Niedrite:
Towards a Data Warehouse Architecture for Managing Big Data Evolution. 63-70 - Aigerim Mussina
Automatic Document Summarization based on Statistical Information. 71-76 - Thomas Ostermann, Jan P. Ehlers
Development of an Online-System for Assessing the Progress of Knowledge Acquisition in Psychology Students. 77-82 - Hiba Khalid, Esteban Zimányi, Robert Wrembel
Fuzzy Metadata Strategies for Enhanced Data Integration. 83-90
Soft Computing in Data Science
- Terence Fusco, Yaxin Bi, Haiying Wang, Fiona Browne:
Synthetic Optimisation Techniques for Epidemic Disease Prediction Modelling. 95-106 - Ozde Tiryaki, Cemal Okan Sakar:
Nonlinear Feature Extraction using Multilayer Perceptron based Alternating Regression for Classification and Multiple-output Regression Problems. 107-117 - Andreas Waldis
Concept Extraction with Convolutional Neural Networks. 118-129 - Paolo Cappellari, Robert Gaunt, Carl Beringer, Misagh Mansouri, Massimiliano Novelli:
Identifying Electromyography Sensor Placement using Dense Neural Networks. 130-141 - Mirco Fabbri, Gianluca Moro:
Dow Jones Trading with Deep Learning: The Unreasonable Effectiveness of Recurrent Neural Networks. 142-153 - Friedemann Schwenkreis
An Approach to Use Deep Learning to Automatically Recognize Team Tactics in Team Ball Games. 157-162 - Ivan Miguel Pires
Framework for the Recognition of Activities of Daily Living and Their Environments in the Development of a Personal Digital Life Coach. 163-170 - Sanzhar Aubakirov, Paulo Trigo
Distributed Optimization of Classifier Committee Hyperparameters. 171-179 - João Freitas, Nuno Lavado
Benchmarking Auto-WEKA on a Commodity Machine. 180-186 - 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
Predicting Flare Probability in Rheumatoid Arthritis using Machine Learning Methods. 187-192
Data Management and Quality
- Aniket Mohapatra, Kai Herrmann, Hannes Voigt, Simon Lüders, Tsvetan Tsokov, Wolfgang Lehner
Seamless Database Evolution for Cloud Applications. 197-207 - Petra Kubernátová, Magda Friedjungová
Knowledge at First Glance: A Model for a Data Visualization Recommender System Suited for Non-expert Users. 208-219 - Andrei Puha, Octavian Rinciog, Vlad Posea
Enhancing Open Data Knowledge by Extracting Tabular Data from Text Images. 220-228 - Francesco Gargiulo, Antonio Picariello, Vincenzo Moscato:
An Efficient Decentralized Multidimensional Data Index: A Proposal. 231-238 - Prasoon Dadhich, Andrey Sadovykh
Sensor-based Database with SensLog: A Case Study of SQL to NoSQL Migration. 239-244 - Johannes Sautter
Beyond Data Quality: Data Excellence Challenges from an Enterprise, Research and City Perspective. 245-252 - Chengcheng Liu, Miaoqiong Wang, Pengwei Ma, Kai Wei, Chunyu Jiang, Shu Yan:
Missed Calls Encoding Technology for GPS Data Asset Circulation. DATA 2018: 253-260
Big Data
- Paolo Cappellari, Soon Ae Chun, Christopher Costello:
Detecting and Analyzing Privacy Leaks in Tweets. 265-275 - Michele Ianni, Elio Masciari, Giuseppe M. Mazzeo, Carlo Zaniolo:
Clustering Big Data. 276-282 - Neil Caithness, David Wallom
Anomaly Detection for Industrial Big Data. 285-293 - Corinna Giebler, Christoph Stach, Holger Schwarz, Bernhard Mitschang:
BRAID - A Hybrid Processing Architecture for Big Data. 294-301 - Yihong Yuan, Maël Le Noc
Exploring Urban Mobility from Taxi Trajectories: A Case Study of Nanjing, China. 302-307
Databases and Data Security
- Jaroslav Pokorný, Michal Valenta, Martin Troup:
Indexing Patterns in Graph Databases. 313-321 - Uwe Hohenstein, Sonja Zillner, Andreas Biesdorf
Architectural Considerations for a Data Access Marketplace. 322-333 - Frank Tetzel, Hannes Voigt, Marcus Paradies, Romans Kasperovics, Wolfgang Lehner
Analysis of Data Structures Involved in RPQ Evaluation. 334-343 - Nusrat Jahan Lisa, Annett Ungethüm, Dirk Habich, Tuan D. A. Nguyen, Akash Kumar
Column Scan Optimization by Increasing Intra-Instruction Parallelism. 344-353 - Brahma Dathan, Stefan Trausan-Matu:
Algorithms for Computing Inequality Joins. 357-364 - Dirk Habich, Till Kolditz, Juliana Hildebrandt
Reliable In-Memory Data Management on Unreliable Hardware. 365-372 - Diogo Fernandes, Jorge Bernardino:
Graph Databases Comparison: AllegroGraph, ArangoDB, InfiniteGraph, Neo4J, and OrientDB. 373-380 - Nahla Aburawi, Frans Coenen
Traversal-aware Encryption Adjustment for Graph Databases. 381-387
Special Session on Adaptive Data Management meets Self-Adaptive Systems
- Pedro Holanda, Matheus Nerone, Eduardo C. de Almeida
Cracking KD-Tree: The First Multidimensional Adaptive Indexing (Position Paper). 393-399 - Johannes Luong
Design of a Portable Programming Abstraction for Data Transformations. 400-408 - Christopher Werner
Self-adaptive Synchronous Localization and Mapping using Runtime Feature Models. 409-418
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