Research output per year
Research output per year
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Dive into the research topics where Bastian Pfeifer is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Low Serum Lysophospholipids Predict Increased In-Hospital Mortality in Patients With Acute Heart Failure.
Klobučar, I., Pregartner, G., Rechberger, G., Eichmann, T., Potočnjak, I., Trbušić, M., Habisch, H., Pfeifer, B., Madl, T., Berghold, A., Frank, S. & Degoricija, V., 20 Jan 2026, In: Journal of the American Heart Association. 15, 2, p. e043828 14 p., e043828.Research output: Contribution to journal › Research article
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Calibrated kNN classification via second-layer neighborhood analysis
Pfeifer, B. (First author) & Kreuzthaler, M. E., 26 Sept 2025, In: Advances in Data Analysis and Classification. 21 p.Research output: Contribution to journal › Research article
3 Citations (Web of Science) -
Explaining and visualizing black-box models through counterfactual paths
Pfeifer, B. (First author), Krzyzinski, M., Baniecki, H., Holzinger, A. & Biecek, P., 13 Aug 2025, In: Pattern Analysis and Applications. 28, 3, 19 p., 154.Research output: Contribution to journal › Research article
12 Citations (Web of Science) -
Feature graphs for interpretable unsupervised tree ensembles: centrality, interaction, and application in disease subtyping.
Sirocchi, C., Urschler, M. & Pfeifer, B. (Last author), 15 Feb 2025, In: BioData Mining. 18, 1, p. 15 35 p., 15.Research output: Contribution to journal › Research article
4 Citations (Web of Science) -
Tree smoothing: Post-hoc regularization of tree ensembles for interpretable machine learning
Pfeifer, B. (First author), Gevaert, A., Loecher, M. & Holzinger, A. (Last author), Feb 2025, In: Information Sciences. 690, 15 p., 121564.Research output: Contribution to journal › Research article
16 Citations (Web of Science)
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Serum Lysophospholipids as Predictors of In-Hospital Mortality in AHF Patients
Klobucar, I. (Speaker), Pregartner, G. (Author), Rechberger, G. (Author), Eichmann, T. (Author), Potocnjak, I. (Author), Trbusic, M. (Author), Habisch, H. (Author), Pfeifer, B. (Author), Madl, T. (Author), Berghold, A. (Author), Degoricija, V. (Author) & Frank, S. (Author)
2 Sept 2026 → 4 Sept 2026Activity: Talk, presentation or poster › Scientific talk or presentation › On site
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Pattern Recognition (Journal)
Pfeifer, B. (Reviewer)
2025Activity: Peer-review and editorial work › Peer-review activitiy
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IEEE Transactions on Pattern Analysis and Machine Intelligence (Journal)
Pfeifer, B. (Reviewer)
2025Activity: Peer-review and editorial work › Peer-review activitiy
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Nature Communications (Journal)
Pfeifer, B. (Reviewer)
2025Activity: Peer-review and editorial work › Peer-review activitiy
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Federated unsupervised random forest for privacy-preserving patient stratification
Pfeifer, B. (Speaker), Sirocchi, C. (Author), Bloice, M. (Author), Kreuzthaler, M. (Author) & Urschler, M. (Author)
2024Activity: Talk, presentation or poster › Scientific talk or presentation › On site