Bastian Rieck - Google Scholar Citations

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	All	Since 2015
Citations	168	160
h-index	8	8
i10-index	6	6

2011201220132014201520162017201820191 2 1 4 16 29 24 31 58

Co-authors

Heike LeitteProfessor of Computer Science, TU KaiserslauternVerified email at cs.uni-kl.de
Karsten BorgwardtProfessor of Machine Learning in the Life Sciences at ETH ZurichVerified email at bsse.ethz.ch
Michael MoorPhD Student, Machine Learning and Computational Biology Lab, ETH ZurichVerified email at bsse.ethz.ch
Max HornPhD Student in Machine Learning and Computational Biology, ETH ZürichVerified email at bsse.ethz.ch
Hubert MaraJunior Research Group Leader, IWR - Heidelberg UniversityVerified email at iwr.uni-heidelberg.de
Christian BockETH ZurichVerified email at bsse.ethz.ch
Filip SadloHeidelberg University, GermanyVerified email at iwr.uni-heidelberg.de
Matteo TogninalliPhD Student, ETH ZurichVerified email at bsse.ethz.ch
Damian RoqueiroETH ZürichVerified email at bsse.ethz.ch
Ulderico FugacciPolitecnico di TorinoVerified email at polito.it
Jonas LukasczykPostdoctoral Researcher in CIDSE (Arizona State Univeristy)Verified email at jluk.de
Susanne KrömkerArbeitsgruppenleiterin Visualisierung und Numerische Geometrie, Universität HeidelbergVerified email at iwr.uni-heidelberg.de
Felipe Llinares-LópezETH ZürichVerified email at bsse.ethz.ch
Lutz HofmannHeidelberg UniversityVerified email at iwr.uni-heidelberg.de
Boyan ZhengHeidelberg UniversityVerified email at iwr.uni-heidelberg.de
Christian HeineLeipzig University, GermanyVerified email at informatik.uni-leipzig.de
Joachim WittbrodtHeidelberg UniversityVerified email at cos.uni-heidelberg.de
George CraigProfessor of Theoretical Meteorology, LMU MunichVerified email at lmu.de
Ole KleinHeidelberg UniversityVerified email at iwr.uni-heidelberg.de
Cristóbal EstebanETH ZurichVerified email at ethz.ch

Bastian Rieck

Machine Learning & Computational Biology Lab, D-BSSE, ETH Zürich

Verified email at bsse.ethz.ch - Homepage

Machine learning Computational topology Topological data analysis Visualization Computational biology


Title	Cited by	Year
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	34	2012
Persistent Homology for the Evaluation of Dimensionality Reduction Schemes B Rieck, H Leitte Computer Graphics Forum 34 (3), 2015	30	2015
Basic Analysis of Bin-Packing Heuristics B Rieck Interdisciplinary Center for Scientific Computing, Heidelberg University, 2010	18	2010
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	12	2018
Structural Analysis of Multivariate Point Clouds Using Simplicial Chains B Rieck, H Leitte Computer Graphics Forum 33 (8), 28-37, 2014	11	2014
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	10	2019
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	9*	2019
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	9	2013
Exploring and Comparing Clusterings of Multivariate Data Sets Using Persistent Homology B Rieck, H Leitte Computer Graphics Forum 35 (3), 81-90, 2016	8	2016
Topological Autoencoders M Moor, M Horn, B Rieck, K Borgwardt arXiv preprint arXiv:1906.00722, 2019	5	2019
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	4	2018
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
Wasserstein Weisfeiler-Lehman Graph Kernels M Togninalli, E Ghisu, F Llinares-López, B Rieck, K Borgwardt Advances in Neural Information Processing Systems 32, 6436--6446, 2019	3	2019
Visualization of 4D Vector Field Topology L Hofmann, B Rieck, F Sadlo Computer Graphics Forum 37 (3), 301-313, 2018	3	2018
Agreement analysis of quality measures for dimensionality reduction B Rieck, H Leitte Topological Methods in Data Analysis and Visualization IV: Theory …, 2017	3	2017
A Persistent Weisfeiler–Lehman Procedure for Graph Classification B Rieck, C Bock, K Borgwardt International Conference on Machine Learning (ICML), 2019	1	2019
Topological Machine Learning with Persistence Indicator Functions B Rieck, F Sadlo, H Leitte Topological Methods in Data Analysis and Visualization V: Theory, Algorithms …, 2019	1	2019
Hierarchies and Ranks for Persistence Pairs B Rieck, F Sadlo, H Leitte Topological Methods in Data Analysis and Visualization V: Theory, Algorithms …, 2019	1	2019
Persistent Homology in Multivariate Data Visualization BA Rieck Ruprecht-Karls-Universität Heidelberg, 2017	1	2017
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	1	2013

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