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21st EDBT / 21st ICDT 2018: Vienna, Austria - Workshops
- Nikolaus Augsten
:
Proceedings of the Workshops of the EDBT/ICDT 2018 Joint Conference (EDBT/ICDT 2018), Vienna, Austria, March 26, 2018. CEUR Workshop Proceedings 2083, CEUR-WS.org 2018
Data Analytics Solutions for Real-Life Applications: DARLI-AP
- Hiroyoshi Ito, Takahiro Komamizu, Toshiyuki Amagasa, Hiroyuki Kitagawa:
Community Detection and Correlated Attribute Cluster Analysis on Multi-Attributed Graphs. 2-9 - Patrick Schäfer, Dirk Pflugmacher, Patrick Hostert, Ulf Leser:
Classifying Land Cover from Satellite Images Using Time Series Analytics. 10-15 - Shivangi Chopra, Yuheng Helen Jiang, Andrew Toulis, Lukasz Golab:
Data Analytics to Improve Co-Operative Education. 16-21 - Jorge Martínez Gil, Bernhard Freudenthaler, Thomas Natschläger:
Recommendation of Job Offers Using Random Forests and Support Vector Machines. 22-27 - Younes Abid, Abdessamad Imine, Michaël Rusinowitch:
Sensitive Attribute Prediction for Social Networks Users. 28-35 - Pedro Casas:
MLNET - Machine Learning Models for Network Analytics. 36-43 - Alexandre Quemy, Krzysztof Jamrog, Marcin Janiszewski:
Unsupervised Video Semantic Partitioning Using IBM Watson and Topic Modelling. 44-49 - Luca Cagliero, Paolo Garza:
Study of the Applicability of an Itemset-Based Portfolio Planner in a Multi-Market Context. 50-55 - Vittoria Cozza, Marinella Petrocchi, Angelo Spognardi:
Mining Implicit Data Association from Tripadvisor Hotel Reviews. 56-61 - Belén Vela, José María Cavero, Paloma Cáceres, Almudena Sierra-Alonso, Carlos E. Cuesta:
Using a NoSQL Graph Oriented Database to Store Accessible Transport Routes. 62-66 - Ilko Kovacic, Christoph G. Schuetz, Simon Schausberger, Roman Sumereder, Michael Schrefl:
Guided Query Composition with Semantic OLAP Patterns. 67-74
Big Data Visual Exploration and Analytics: BigVis
- Gaëlle Richer, Joris Sansen, Frédéric Lalanne, David Auber, Romain Bourqui:
Enabling Hierarchical Exploration for Large-Scale Multidimensional Data with Abstract Parallel Coordinates. 76-83 - Dritan Bleco, Yannis Kotidis:
Finding the Needle in a Haystack: Entropy Guided Exploration of Very Large Graph Cubes. 84-91 - Georgios Chatzigeorgakidis, Dimitrios Skoutas
Map-Based Visual Exploration of Geolocated Time Series. 92-99 - Maria-Evangelia Papadaki, Panagiotis Papadakos, Michalis Mountantonakis, Yannis Tzitzikas:
An Interactive 3D Visualization for the LOD Cloud. 100-103 - Tim Repke, Ralf Krestel:
Topic-aware Network Visualisation to Explore Large Email Corpora. 104-107
Big Mobility Data Analytics: BMDA
- Ehab Qadah, Michael Mock, Elias Alevizos
A Distributed Online Learning Approach for Pattern Prediction over Movement Event Streams with Apache Flink. 109-116 - Konstantinos Chatzikokolakis, Dimitrios Zissis, Giannis Spiliopoulos, Konstantinos Tserpes:
Mining Vessel Trajectory Data for Patterns of Search and Rescue. 117-124 - Panagiotis Nikitopoulos, Akrivi Vlachou, Christos Doulkeridis, George A. Vouros:
DiStRDF: Distributed Spatio-temporal RDF Queries on Spark. 125-132 - Shifen Cheng, Feng Lu:
Short-Term Traffic Forecasting: A Dynamic ST-KNN Model Considering Spatial Heterogeneity and Temporal Non-Stationarity. 133-140
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