Bastian Rieck
Bastian Rieck
Machine Learning & Computational Biology Lab, D-BSSE, ETH Zürich
Verified email at bsse.ethz.ch - Homepage
TitleCited byYear
Multivariate Data Analysis Using Persistence-Based Filtering and Topological Signatures
B Rieck, H Mara, H Leitte
IEEE Transactions on Visualization and Computer Graphics 18 (12), 2382-2391, 2012
332012
Persistent Homology for the Evaluation of Dimensionality Reduction Schemes
B Rieck, H Leitte
Computer Graphics Forum 34 (3), 2015
282015
Basic Analysis of Bin-Packing Heuristics
B Rieck
Interdisciplinary Center for Scientific Computing, Heidelberg University, 2010
172010
Structural Analysis of Multivariate Point Clouds Using Simplicial Chains
B Rieck, H Leitte
Computer Graphics Forum 33 (8), 28-37, 2014
112014
Clique Community Persistence: A Topological Visual Analysis Approach for Complex Networks
B Rieck, U Fugacci, J Lukasczyk, H Leitte
IEEE Transactions on Visualization and Computer Graphics 24 (1), 822-831, 2018
102018
UNWRAPPING HIGHLY-DETAILED 3D MESHES OF ROTATIONALLY SYMMETRIC MAN-MADE OBJECTS
B Rieck, H Mara, S Krömker
ISPRS Annals of Photogrammetry, Remote Sensing and Spatial Information …, 2013
92013
Exploring and Comparing Clusterings of Multivariate Data Sets Using Persistent Homology
B Rieck, H Leitte
Computer Graphics Forum 35 (3), 81-90, 2016
82016
Early Recognition of Sepsis with Gaussian Process Temporal Convolutional Networks and Dynamic Time Warping
M Moor, M Horn, B Rieck, D Roqueiro, K Borgwardt
Machine Learning for Healthcare 2019, 2019
7*2019
Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology
B Rieck, M Togninalli, C Bock, M Moor, M Horn, T Gumbsch, K Borgwardt
International Conference on Learning Representations (ICLR), 2019
62019
Association mapping in biomedical time series via statistically significant shapelet mining
C Bock, T Gumbsch, M Moor, B Rieck, D Roqueiro, K Borgwardt
Bioinformatics 34 (13), i438-i446, 2018
42018
Shall I compare thee to a network?
B Rieck, H Leitte
1st Workshop on Visualization for the Digital Humanities at IEEE Vis, 2016
4*2016
Visualization of 4D Vector Field Topology
L Hofmann, B Rieck, F Sadlo
Computer Graphics Forum 37 (3), 301-313, 2018
32018
Agreement analysis of quality measures for dimensionality reduction
B Rieck, H Leitte
Topological Methods in Data Analysis and Visualization IV: Theory …, 2017
22017
Wasserstein Weisfeiler-Lehman Graph Kernels
M Togninalli, E Ghisu, F Llinares-López, B Rieck, K Borgwardt
arXiv preprint arXiv:1906.01277, 2019
12019
Topological Autoencoders
M Moor, M Horn, B Rieck, K Borgwardt
arXiv preprint arXiv:1906.00722, 2019
12019
Topological Machine Learning with Persistence Indicator Functions
B Rieck, F Sadlo, H Leitte
Topological Methods in Data Analysis and Visualization V: Theory, Algorithms …, 2019
12019
Hierarchies and Ranks for Persistence Pairs
B Rieck, F Sadlo, H Leitte
Topological Methods in Data Analysis and Visualization V: Theory, Algorithms …, 2019
12019
Persistent Homology in Multivariate Data Visualization
BA Rieck
Ruprecht-Karls-Universität Heidelberg, 2017
12017
Der „Gesprengte Turm “am Heidelberger Schloss Untersuchung eines Kulturdenkmals mithilfe hoch auflösender terrestrischer Laserscans
M Forbriger, H Mara, B Rieck, C Siart, O Wagener
Denkmalpflege in Baden-Württemberg-Nachrichtenblatt der Landesdenkmalpflege …, 2013
12013
Set Functions for Time Series
M Horn, M Moor, C Bock, B Rieck, K Borgwardt
arXiv preprint arXiv:1909.12064, 2019
2019
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Articles 1–20