publications

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2017

Karwath, Andreas ; Hubrich, Markus ; Kramer, Stefan

Convolutional Neural Networks for the Identification of Regions of Interests in PET Scans: A Study of Representation Learning for Diagnosing Alzheimer's Disease Conference

Artificial Intelligence in Medicine: 16th Conference on Artificial Intelligence in Medicine, AIME 2017, Vienna, Austria, June 21-24, 2017, Proceedings, Springer Springer International Publishing, Cham, 2017, ISBN: 978-3-319-59758-4.

Abstract | Links | BibTeX | Tags: alzheimer, deep learning, machine learning, medicine, visualization

2014

Gütlein, Martin; Karwath, Andreas; Kramer, Stefan

CheS-Mapper 2.0 for visual validation of (Q)SAR models Journal Article

J. Cheminformatics, 6 (1), pp. 41, 2014.

Abstract | Links | BibTeX | Tags: cheminformatics, data mining, graph mining, validation, visualization

2012

Gütlein, Martin; Karwath, Andreas; Kramer, Stefan

CheS-Mapper - Chemical Space Mapping and Visualization in 3D Journal Article

J. Cheminformatics, 4 , pp. 7, 2012.

Abstract | Links | BibTeX | Tags: cheminformatics, clustering, dimensionality reduction, QSAR, visualization

2009

Schulz, Hannes; Kersting, Kristian; Karwath, Andreas

ILP, the Blind, and the Elephant: Euclidean Embedding of Co-proven Queries Conference

Inductive Logic Programming, 19th International Conference, ILP 2009, Springer-Verlag Berlin Heidelberg Springer Verlag, Berlin Heidelberg, Germany, 2009, ISBN: 978-3-642-13839-3.

Abstract | Links | BibTeX | Tags: cheminformatics, dimensionality reduction, inductive logic programming, relational learning, scientific knowledge, visualization