Machine Learning Methods in Visualisation for Big Data
Norrköping, Sweden May 25, 2020
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.20202009 https://www.eg.org https://diglib.eg.org
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Copyright c2020 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 978-3-03868-113-7
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
Progressive Multidimensional Projections: A Process Model based on Vector Quantization . . . 1 Elio Alejandro Ventocilla, Rafael M. Martins, Fernando V. Paulovich, and Maria Riveiro
ModelSpeX: Model Specification Using Explainable Artificial Intelligence Methods . . . 7 Udo Schlegel, Eren Cakmak, and Daniel A. Keim
Visual Analysis of the Impact of Neural Network Hyper-Parameters . . . 13 Daniel Jönsson, Gabriel Eilertsen, Hezi Shi, Jianmin Zheng, Anders Ynnerman, and Jonas Unger
Improving the Sensitivity of Statistical Testing for Clusterability with Mirrored-Density Plots . . . 19 Michael C. Thrun
Visual Interpretation of DNN-based Acoustic Models using Deep Autoencoders . . . 25 Tamás Grósz and Mikko Kurimo
International Programme Committee Benjamin Bach (University of Edinburgh, UK)
Rita Borgo (King’s College London, UK) Helwig Hauser (University of Bergen, Norway) Nick Holliman (Newcastle University, UK)
John A. Lee (Universite catholiqué de Louvain, Belgium) David Lowe (Syndial)
Cagatay Turkay (University of Warwick, UK)
Michel Verleysen (Université catholique de Louvain, Belgium) Yong Wang (HKUST)
Author Index
Cakmak, Eren . . . 7
Eilertsen, Gabriel . . . 13
Grósz, Tamás . . . 25
Jönsson, Daniel . . . 13
Keim, Daniel A. . . 7
Kurimo, Mikko . . . 25
Martins, Rafael M. . . 1
Paulovich, Fernando V. . . 1
Riveiro, Maria . . . 1
Schlegel, Udo . . . 7
Shi, Hezi . . . 13
Thrun, Michael C. . . 19
Unger, Jonas . . . 13
Ventocilla, Elio Alejandro . . . 1
Ynnerman, Anders . . . 13
Zheng, Jianmin . . . 13
