Publications

Authors that equally contributed to a publication are marked with a .

2019

A Persistent Weisfeiler–Lehman Procedure for Graph Classification
Bastian Rieck, Christian Bock, Karsten Borgwardt
To appear in the Proceedings of the 36th International Conference on Machine Learning (ICML), 2019.

Neural Persistence: A Complexity Measure for Deep Neural Networks Using Algebraic Topology
Bastian Rieck, Matteo Togninalli, Christian Bock, Michael Moor, Max Horn, Thomas Gumbsch, Karsten Borgwardt
Proceedings of the International Conference on Learning Representations (ICLR), 2019.
Poster

2018

Association Mapping in Biomedical Time Series via Statistically Significant Shapelet Mining
Christian Bock, Thomas Gumbsch, Michael Moor, Bastian Rieck, Damian Roqueiro, Karsten Borgwardt Bioinformatics, Volume 34, Issue 13, pp. i438–i446, July 2018.

Slides

2017

Biological and Functional Relevance of CASP Predictions
Tianyun Liu, Shirbi Ish‐Shalom, Wen Torng, Aleix Lafita, Christian Bock, Matthew Mort, David N Cooper, Spencer Bliven, Guido Capitani, Sean D. Mooney, Russ B. Altman
Proteins 86, 374-386.

Mapping Genetic Variations to Three-dimensional Protein Structures to Enhance Variant Interpretation: A Proposed Framework
Gustavo Glusman, Peter W Rose, Andreas Prlić, Jennifer Dougherty, José M Duarte, Andrew S Hoffman, Geoffrey J Barton, Emøke Bendixen, Timothy Bergquist, Christian Bock, Elizabeth Brunk, Marija Buljan, Stephen K Burley, Binghuang Cai, Hannah Carter, JianJiong Gao, Adam Godzik, Michael Heuer, Michael Hicks, Thomas Hrabe, Rachel Karchin, Julia Koehler Leman, Lydie Lane, David L Masica, Sean D Mooney, John Moult, Gilbert S Omenn, Frances Pearl, Vikas Pejaver, Sheila M Reynolds, Ariel Rokem, Torsten Schwede, Sicheng Song, Hagen Tilgner, Yana Valasatava, Yang Zhang, Eric W Deutsch
Genome Med., 9(1), 113.

Solving Interoperability in Translational Health
Anne M. Turner, Julio C. Facelli, Monique Jaspers, Thomas Wetter, Daniel Pfeifer, Laël Cranmer Gatewood, Terry Adam, YuChuan Li, Ming-Chin Lin, R. Scott Evans, Anna Beukenhorst, Hugo Johan Theodoore van Mens, Esmée Tensen, Christian Bock, Laura Fendrich, Peter Seitz, Julian Suleder, Ranyah Aldekhyyel, Kent Bridgeman, Zhen Hu, Aaron Sattler, Shin-Yi Guo, Islam Md. Mohaimenul, Dina Nur Anggraini Ningrum, Hsin-Ru Tung, Jiantao Bian, Joseph M. Plasek, Casey Rommel, Juandalyn Burke, Harkirat Sohi
Applied clinical informatics, 8(02), 651-659.

2016

Engaging Older Adults in the Visualization of Sensor Data Facilitated by an Open Platform for Connected Devices
Christian Bock, George Demiris, Yong Choi, Thai Le, Hilaire J Thompson, Arjmand Samuel, Danny Huang

Privacy Considerations for the Visualization of Longitudinal Activity and Environmental Data Generated by Smart Home Applications for Older Adults
George Demiris, Thai Le, Christian Bock, Hilaire J Thompson, Arjmand Samuel, Danny Huang, Amar Phanishayee

Visualizing Sensor Data through an Open Platform for Connected Devices
Christian Bock, Thai Le, Arjmand Samuel, Danny Huang, Hilaire J Thompson, George Demiris