default search action
Bastian Pfeifer
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
Books and Theses
- 2015
- [b1]Bastian Pfeifer:
Whole-genome population genomic analyses. Heinrich Heine University Düsseldorf, 2015
Journal Articles
- 2024
- [j14]Michael G. Schimek, Luca Vitale, Bastian Pfeifer, Michele La Rocca:
Effective signal reconstruction from multiple ranked lists via convex optimization. Data Min. Knowl. Discov. 38(3): 1125-1169 (2024) - [j13]Michael G. Schimek, Luca Vitale, Bastian Pfeifer, Michele La Rocca:
Correction to: Effective signal reconstruction from multiple ranked lists via convex optimization. Data Min. Knowl. Discov. 38(3): 1170 (2024) - [j12]Jacqueline Michelle Metsch, Anna Saranti, Alessa Angerschmid, Bastian Pfeifer, Vanessa Klemt, Andreas Holzinger, Anne-Christin Hauschild:
CLARUS: An interactive explainable AI platform for manual counterfactuals in graph neural networks. J. Biomed. Informatics 150: 104600 (2024) - 2023
- [j11]Bastian Pfeifer, Hryhorii Chereda, Roman Martin, Anna Saranti, Sandra Clemens, Anne-Christin Hauschild, Tim Beißbarth, Andreas Holzinger, Dominik Heider:
Ensemble-GNN: federated ensemble learning with graph neural networks for disease module discovery and classification. Bioinform. 39(10) (2023) - [j10]Bastian Pfeifer, Marcus D. Bloice, Michael G. Schimek:
Parea: Multi-view ensemble clustering for cancer subtype discovery. J. Biomed. Informatics 143: 104406 (2023) - [j9]Amila Kugic, Bastian Pfeifer, Stefan Schulz, Markus Kreuzthaler:
Embedding-based terminology expansion via secondary use of large clinical real-world datasets. J. Biomed. Informatics 147: 104497 (2023) - 2022
- [j8]Bettina Finzel, Anna Saranti, Alessa Angerschmid, David E. Tafler, Bastian Pfeifer, Andreas Holzinger:
Generating Explanations for Conceptual Validation of Graph Neural Networks: An Investigation of Symbolic Predicates Learned on Relevance-Ranked Sub-Graphs. Künstliche Intell. 36(3): 271-285 (2022) - [j7]Anna Saranti, Miroslav Hudec, Erika Mináriková, Zdenko Takác, Udo Großschedl, Christoph Koch, Bastian Pfeifer, Alessa Angerschmid, Andreas Holzinger:
Actionable Explainable AI (AxAI): A Practical Example with Aggregation Functions for Adaptive Classification and Textual Explanations for Interpretable Machine Learning. Mach. Learn. Knowl. Extr. 4(4): 924-953 (2022) - 2021
- [j6]Andreas Holzinger, Bernd Malle, Anna Saranti, Bastian Pfeifer:
Towards multi-modal causability with Graph Neural Networks enabling information fusion for explainable AI. Inf. Fusion 71: 28-37 (2021) - [j5]Bastian Pfeifer, Michael G. Schimek:
A hierarchical clustering and data fusion approach for disease subtype discovery. J. Biomed. Informatics 113: 103636 (2021) - 2019
- [j4]Bastian Pfeifer, Durrell D. Kapan:
Estimates of introgression as a function of pairwise distances. BMC Bioinform. 20(1): 207:1-207:11 (2019) - [j3]Markus Kreuzthaler, Bastian Pfeifer, José Antonio Vera Ramos, Diether Kramer, Victor Grogger, Sylvia Bredenfeldt, Markus Pedevilla, Peter Krisper, Stefan Schulz:
EHR problem list clustering for improved topic-space navigation. BMC Medical Informatics Decis. Mak. 19-S(3): 107-114 (2019) - 2018
- [j2]Bastian Pfeifer, Martin J. Lercher:
BlockFeST: Bayesian calculation of region-specific FST to detect local adaptation. Bioinform. 34(18): 3205-3207 (2018) - 2015
- [j1]Ulrich Wittelsbürger, Bastian Pfeifer, Martin J. Lercher:
WhopGenome: high-speed access to whole-genome variation and sequence data in R. Bioinform. 31(3): 413-415 (2015)
Conference and Workshop Papers
- 2023
- [c8]Andreas Holzinger, Anna Saranti, Anne-Christin Hauschild, Jacqueline Michelle Beinecke, Dominik Heider, Richard Röttger, Heimo Müller, Jan Baumbach, Bastian Pfeifer:
Human-in-the-Loop Integration with Domain-Knowledge Graphs for Explainable Federated Deep Learning. CD-MAKE 2023: 45-64 - [c7]Markus Kreuzthaler, Bastian Pfeifer, Diether Kramer, Stefan Schulz:
Secondary Use of Clinical Problem List Entries for Neural Network-Based Disease Code Assignment. MIE 2023: 788-792 - [c6]Amila Kugic, Bastian Pfeifer, Stefan Schulz, Markus Kreuzthaler:
Data-Driven Identification of Clinical Real-World Expressions Linked to ICD. MIE 2023: 827-828 - 2022
- [c5]Markus Kreuzthaler, Bastian Pfeifer, Stefan Schulz:
Terminology Expansion via Co-occurrence Analysis of Large Clinical Real-World Datasets. ICHI 2022: 1-2 - [c4]Bastian Pfeifer, Andreas Holzinger, Michael G. Schimek:
Robust Random Forest-Based All-Relevant Feature Ranks for Trustworthy AI. MIE 2022: 137-138 - 2021
- [c3]Bastian Pfeifer, Andrei Voicu-Spineanu, Michael G. Schimek, Nikolaos Alachiotis:
Integrative hierarchical ensemble clustering for improved disease subtype discovery. BIBM 2021: 720-725 - 2018
- [c2]Markus Kreuzthaler, Bastian Pfeifer, José Antonio Vera Ramos, Diether Kramer, Victor Grogger, Sylvia Bredenfeldt, Markus Pedevilla, Peter Krisper, Stefan Schulz:
EHR Text Categorization for Enhanced Patient-Based Document Navigation. eHealth 2018: 100-107 - [c1]Markus Kreuzthaler, Bastian Pfeifer, José Antonio Vera Ramos, Diether Kramer, Victor Grogger, Sylvia Bredenfeldt, Markus Pedevilla, Peter Krisper, Stefan Schulz:
Problem List Clustering for Improved Patient-Based Disease Perception. ICHI Workshops 2018: 88-89
Data and Artifacts
- 2023
- [d1]Bastian Pfeifer, Hryhorii Chereda, Roman Martin, Anna Saranti, Sandra Clemens, Anne-Christin Hauschild, Tim Beißbarth, Andreas Holzinger, Dominik Heider:
Ensemble-GNN: Source Code and Data. Zenodo, 2023
Informal and Other Publications
- 2024
- [i7]Bastian Pfeifer, Christel Sirocchi, Marcus D. Bloice, Markus Kreuzthaler, Martin Urschler:
Federated unsupervised random forest for privacy-preserving patient stratification. CoRR abs/2401.16094 (2024) - [i6]Christel Sirocchi, Martin Urschler, Bastian Pfeifer:
Feature graphs for interpretable unsupervised tree ensembles: centrality, interaction, and application in disease subtyping. CoRR abs/2404.17886 (2024) - 2023
- [i5]Bastian Pfeifer:
Bayesian post-hoc regularization of random forests. CoRR abs/2306.03702 (2023) - [i4]Bastian Pfeifer, Mateusz Krzyzinski, Hubert Baniecki, Anna Saranti, Andreas Holzinger, Przemyslaw Biecek:
Explainable AI with counterfactual paths. CoRR abs/2307.07764 (2023) - [i3]Hubert Baniecki, Maciej Chrabaszcz, Andreas Holzinger, Bastian Pfeifer, Anna Saranti, Przemyslaw Biecek:
Be Careful When Evaluating Explanations Regarding Ground Truth. CoRR abs/2311.04813 (2023) - 2022
- [i2]Bastian Pfeifer, Marcus D. Bloice, Michael G. Schimek:
Parea: multi-view ensemble clustering for cancer subtype discovery. CoRR abs/2209.15399 (2022) - 2021
- [i1]Bastian Pfeifer, Anna Saranti, Andreas Holzinger:
Network Module Detection from Multi-Modal Node Features with a Greedy Decision Forest for Actionable Explainable AI. CoRR abs/2108.11674 (2021)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from , , and to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-08-05 21:22 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint