default search action
Search dblp
Full-text search
- > Home
Please enter a search query
- case-insensitive prefix search: default
e.g., sig matches "SIGIR" as well as "signal" - exact word search: append dollar sign ($) to word
e.g., graph$ matches "graph", but not "graphics" - boolean and: separate words by space
e.g., codd model - boolean or: connect words by pipe symbol (|)
e.g., graph|network
Update May 7, 2017: Please note that we had to disable the phrase search operator (.) and the boolean not operator (-) due to technical problems. For the time being, phrase search queries will yield regular prefix search result, and search terms preceded by a minus will be interpreted as regular (positive) search terms.
Author search results
Exact matches
Venue search results
no matches
Refine list
refine by author
- no options
- temporarily not available
refine by venue
- no options
- temporarily not available
refine by type
- no options
- temporarily not available
refine by access
- no options
- temporarily not available
refine by year
- no options
- temporarily not available
Publication search results
found 32 matches
- 2024
- 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) - 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) - 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) - 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) - 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) - Andreas Lizenberger, Ferdinand Pfeifer, Bastian Polewka:
Rethinking Recommender Systems: Cluster-based Algorithm Selection. CoRR abs/2405.18011 (2024) - 2023
- 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) - 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) - Bastian Pfeifer, Marcus D. Bloice, Michael G. Schimek:
Parea: Multi-view ensemble clustering for cancer subtype discovery. J. Biomed. Informatics 143: 104406 (2023) - 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 - 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 - Amila Kugic, Bastian Pfeifer, Stefan Schulz, Markus Kreuzthaler:
Data-Driven Identification of Clinical Real-World Expressions Linked to ICD. MIE 2023: 827-828 - 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 - Bastian Pfeifer:
Bayesian post-hoc regularization of random forests. CoRR abs/2306.03702 (2023) - Bastian Pfeifer, Mateusz Krzyzinski, Hubert Baniecki, Anna Saranti, Andreas Holzinger, Przemyslaw Biecek:
Explainable AI with counterfactual paths. CoRR abs/2307.07764 (2023) - 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
- 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) - 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) - Markus Kreuzthaler, Bastian Pfeifer, Stefan Schulz:
Terminology Expansion via Co-occurrence Analysis of Large Clinical Real-World Datasets. ICHI 2022: 1-2 - Bastian Pfeifer, Andreas Holzinger, Michael G. Schimek:
Robust Random Forest-Based All-Relevant Feature Ranks for Trustworthy AI. MIE 2022: 137-138 - Bastian Pfeifer, Marcus D. Bloice, Michael G. Schimek:
Parea: multi-view ensemble clustering for cancer subtype discovery. CoRR abs/2209.15399 (2022) - 2021
- 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) - Bastian Pfeifer, Michael G. Schimek:
A hierarchical clustering and data fusion approach for disease subtype discovery. J. Biomed. Informatics 113: 103636 (2021) - Bastian Pfeifer, Andrei Voicu-Spineanu, Michael G. Schimek, Nikolaos Alachiotis:
Integrative hierarchical ensemble clustering for improved disease subtype discovery. BIBM 2021: 720-725 - 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) - 2019
- Bastian Pfeifer, Durrell D. Kapan:
Estimates of introgression as a function of pairwise distances. BMC Bioinform. 20(1): 207:1-207:11 (2019) - 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
- Bastian Pfeifer, Martin J. Lercher:
BlockFeST: Bayesian calculation of region-specific FST to detect local adaptation. Bioinform. 34(18): 3205-3207 (2018) - 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 - 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
skipping 2 more matches
loading more results
failed to load more results, please try again later
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.
retrieved on 2024-10-03 10:33 CEST from data curated by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint