Bastian Rieck

Cited by

	All	Since 2015
Citations	297	288
h-index	11	11
i10-index	12	12

140

105

20112012201320142015201620172018201920201 2 1 4 16 29 24 38 59 121

Co-authors

Karsten BorgwardtProfessor, ETH ZurichVerified email at bsse.ethz.ch
Heike LeitteProfessor of Computer Science, TU KaiserslauternVerified email at cs.uni-kl.de
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
Christian BockETH ZurichVerified email at bsse.ethz.ch
Filip SadloHeidelberg University, GermanyVerified email at iwr.uni-heidelberg.de
Hubert MaraJunior Research Group Leader, IWR - Heidelberg UniversityVerified email at iwr.uni-heidelberg.de
Matteo TogninalliPhD Student, ETH Zurich; COO, VisiumVerified email at bsse.ethz.ch
Damian RoqueiroETH ZürichVerified email at bsse.ethz.ch
Felipe Llinares-LópezGoogle Research, Brain TeamVerified email at google.com
Elisabetta GhisuPhD student, ETH ZurichVerified email at bsse.ethz.ch
Caroline Viktoria WeisPhD Student Machine Learning and Computational Biology, ETH ZurichVerified email at bsse.ethz.ch
Adrian EgliUniversity Hospital Basel / University of BaselVerified email at usb.ch
Ulderico FugacciCNR - IMATIVerified email at cnr.it
Jonas LukasczykPostdoctoral Researcher in CIDSE (Arizona State Univeristy)Verified email at jluk.de
Gunnar RätschProfessor, ETH ZürichVerified email at inf.ethz.ch
Stephanie L HylandPhD Student, Weill Cornell/Memorial Sloan Kettering Cancer CenterVerified email at cornell.edu
Xinrui LyuDoctoral student, Biomedical Informatics Group, Department of Computer Science, ETH ZürichVerified email at inf.ethz.ch
Catherine JutzelerMachine Learning & Computational Biology Lab, D-BSSE, ETH ZürichVerified email at bsse.ethz.ch
Susanne KrömkerArbeitsgruppenleiterin Visualisierung und Numerische Geometrie, Universität HeidelbergVerified email at iwr.uni-heidelberg.de

Bastian Rieck

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

Verified email at bsse.ethz.ch - Homepage

Machine Learning Computational Topology Topological Machine Learning Computational Biology Personalised Medicine


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Persistent Homology for the Evaluation of Dimensionality Reduction Schemes B Rieck, H Leitte Computer Graphics Forum 34 (3), 2015	41	2015
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	40	2012
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	26	2018
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	21	2019
Basic Analysis of Bin-Packing Heuristics B Rieck Interdisciplinary Center for Scientific Computing, Heidelberg University, 2010	20	2010
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	18	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	17*	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	12	2018
Exploring and Comparing Clusterings of Multivariate Data Sets Using Persistent Homology B Rieck, H Leitte Computer Graphics Forum 35 (3), 81-90, 2016	12	2016
Structural Analysis of Multivariate Point Clouds Using Simplicial Chains B Rieck, H Leitte Computer Graphics Forum 33 (8), 28-37, 2014	12	2014
A Persistent Weisfeiler–Lehman Procedure for Graph Classification B Rieck, C Bock, K Borgwardt International Conference on Machine Learning (ICML), 2019	11	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	11	2013
Early prediction of circulatory failure in the intensive care unit using machine learning SL Hyland, M Faltys, M Hüser, X Lyu, T Gumbsch, C Esteban, C Bock, ... Nature Medicine 26 (3), 364-373, 2020	9*	2020
Comorbidities, clinical signs and symptoms, laboratory findings, imaging features, treatment strategies, and outcomes in adult and pediatric patients with COVID-19: A … CR Jutzeler, L Bourguignon, CV Weis, B Tong, C Wong, B Rieck, ... medRxiv, 2020	8	2020
Visualization of 4D Vector Field Topology L Hofmann, B Rieck, F Sadlo Computer Graphics Forum 37 (3), 301-313, 2018	6	2018
Topological Machine Learning with Persistence Indicator Functions B Rieck, F Sadlo, H Leitte Topological Methods in Data Analysis and Visualization V: Theory, Algorithms …, 2019	5	2019
Hierarchies and Ranks for Persistence Pairs B Rieck, F Sadlo, H Leitte Topological Methods in Data Analysis and Visualization V: Theory, Algorithms …, 2019	5	2019
Topological Autoencoders M Moor, M Horn, B Rieck, K Borgwardt arXiv preprint arXiv:1906.00722, 2019	4	2019
Agreement analysis of quality measures for dimensionality reduction B Rieck, H Leitte Topological Methods in Data Analysis and Visualization IV: Theory …, 2017	4	2017
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

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