Machine Learning Methods in Visualisation for Big Data
Porto, Portugal June 3, 2019
Organising Committee
Daniel Archambault (Swansea University, United Kingdom) Ian Nabney (University of Bristol, United Kingdom)
Jaakko Peltonen (Tampere University, Finland)
Proceedings Production Editor
Dieter Fellner (TU Darmstadt & Fraunhofer IGD, Germany) Sponsored by EUROGRAPHICS Association
DOI: 10.2312/mlvis.20192012 https://www.eg.org https://diglib.eg.org
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Copyright c2019 by the Eurographics Association Postfach 2926, 38629 Goslar, Germany
Published by the Eurographics Association –Postfach 2926, 38629 Goslar, Germany–
in cooperation with
Institute of Computer Graphics & Knowledge Visualization at Graz University of Technology and
Fraunhofer IGD (Fraunhofer Institute for Computer Graphics Research), Darmstadt ISBN 978-3-03868-089-5
The electronic version of the proceedings is available from the Eurographics Digital Library at https://diglib.eg.org
Table of Contents
Table of Contents . . . iii International Programme Committee . . . iv Author Index . . . v
Papers
On KDE-based Brushing in Scatterplots and how it Compares to CNN-based Brushing . . . 1 Chaoran Fan and Helwig Hauser
Interpreting Black-Box Semantic Segmentation Models in Remote Sensing Applications . . . 7 Adrianna Janik, Kris Sankaran, and Anthony Ortiz
Visual Analysis of Multivariate Urban Traffic Data Resorting to Local Principal Curves . . . 13 Carla Silva, Pedro M. d’Orey, and Ana Aguiar
Visual Ensemble Analysis to Study the Influence of Hyper-parameters on Training Deep Neural Networks . . . . 19 Sagad Hamid, Adrian Derstroff, Sören Klemm, Quynh Quang Ngo, Xiaoyi Jiang, and Lars Linsen
International Programme Committee Helwig Hauser (University of Bergen, Norway)
John A. Lee (Universite catholique de Louvain, Belgium) David Lowe (Deep Learn)
Torsten Möller (University of Vienna, Austria)
Michel Verleysen (Universite catholique de Louvain, Belgium) Yong Wang (HKUST)
Kanit Wongsuphasawat (Apple)
Author Index
Aguiar, Ana . . . 13
Derstroff, Adrian . . . 19
d’Orey, Pedro M. . . 13
Fan, Chaoran . . . 1
Hamid, Sagad . . . 19
Hauser, Helwig . . . 1
Janik, Adrianna . . . 7
Jiang, Xiaoyi . . . 19
Klemm, Sören . . . 19
Linsen, Lars . . . 19
Ngo, Quynh Quang . . . 19
Ortiz, Anthony . . . 7
Sankaran, Kris . . . 7
Silva, Carla . . . 13
