Bastian Pfeifer - Publications, H-index & Citations

Bastian Pfeifer

Medical University of Graz

14H指数

58论文数

1.8K被引数

收录论文 15

发表时间

Calibrated kNN classification via second-layer neighborhood analysis 通过第二层邻域分析的校准kNN分类

ADVANCES IN DATA ANALYSIS AND CLASSIFICATION

IF1.3

2025-09-01

OAAI

Pfeifer, Bastian; Kreuzthaler, Markus

Explaining and visualizing black-box models through counterfactual paths 通过反事实路径解释和可视化黑箱模型

Pattern Analysis and Applications

IF2

2025-08-13

OAAI

Bastian Pfeifer; Mateusz Krzyzinski; Hubert Baniecki; Andreas Holzinger; Przemyslaw Biecek

Feature graphs for interpretable unsupervised tree ensembles: centrality, interaction, and application in disease subtyping

BIODATA MINING

IF6.1

2025-02-15

OAAI

Sirocchi, Christel; Urschler, Martin; Pfeifer, Bastian

Collaborative weighting in federated graph neural networks for disease classification with the human-in-the-loop

SCIENTIFIC REPORTS

IF3.9

2024-09-19

OAAI

Hausleitner, Christian; Mueller, Heimo; Holzinger, Andreas; Pfeifer, Bastian

From 3D point-cloud data to explainable geometric deep learning: State-of-the-art and future challenges

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY

IF11.7

2024-09-17

OAAI

Saranti, Anna; Pfeifer, Bastian; Gollob, Christoph; Stampfer, Karl; Holzinger, Andreas

CLARUS: An interactive explainable AI platform for manual counterfactuals in neural networks CLARUS: 用于神经网络中手动反事实的交互式可解释AI平台

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2024-02-01

OAAI

Metsch, Jacqueline Michelle; Saranti, Anna; Angerschmid, Alessa; Pfeifer, Bastian; Klemt, Vanessa; Holzinger, Andreas; Hauschild, Anne-Christin

Embedding-based terminology expansion via secondary use of large clinical real-world datasets

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2023-11-01

OAAI

Kugic, Amila; Pfeifer, Bastian; Schulz, Stefan; Kreuzthaler, Markus

Parea: Multi-view ensemble clustering for cancer subtype discovery

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2023-07-01

OAAI

Pfeifer, Bastian; Bloice, Marcus D.; Schimek, Michael G.

Actionable Explainable AI (AxAI): A Practical Example with Aggregation Functions for Adaptive Classification and Textual Explanations for Interpretable Machine Learning 可操作的可解释AI (AxAI): 具有聚合功能的实际示例，用于自适应分类和可解释机器学习的文本解释

MACHINE LEARNING AND KNOWLEDGE EXTRACTION

IF6

2022-10-27

OAAI

Saranti, Anna; Hudec, Miroslav; Minarikova, Erika; Takac, Zdenko; Grossschedl, Udo; Koch, Christoph; Pfeifer, Bastian; Angerschmid, Alessa; Holzinger, Andreas

Multi-omics disease module detection with an explainable Greedy Decision Forest

SCIENTIFIC REPORTS

IF3.9

2022-10-07

OAAI

Pfeifer, Bastian; Baniecki, Hubert; Saranti, Anna; Biecek, Przemyslaw; Holzinger, Andreas

Towards multi-modal causability with Graph Neural Networks enabling information fusion for explainable AI 使用图形神经网络实现多模式因果关系，从而实现可解释AI的信息融合

INFORMATION FUSION

IF15.5

2021-07-01

218

OAAI

Holzinger, Andreas; Malle, Bernd; Saranti, Anna; Pfeifer, Bastian

A hierarchical clustering and data fusion approach for disease subtype discovery

JOURNAL OF BIOMEDICAL INFORMATICS

IF4.5

2021-01-01

OAAI

Pfeifer, Bastian; Schimek, Michael G.

Genome scans for selection and introgression based onk-nearest neighbour techniques

MOLECULAR ECOLOGY RESOURCES

IF5.5

2020-07-20

OAAI

Pfeifer, Bastian; Alachiotis, Nikolaos; Pavlidis, Pavlos; Schimek, Michael G.

EHR problem list clustering for improved topic-space navigation

BMC MEDICAL INFORMATICS AND DECISION MAKING

IF3.8

2019-04-04

OAAI

Kreuzthaler, Markus; Pfeifer, Bastian; Ramos, Jose Antonio Vera; Kramer, Diether; Grogger, Victor; Bredenfeldt, Sylvia; Pedevilla, Markus; Krisper, Peter; Schulz, Stefan

PopGenome: An Efficient Swiss Army Knife for Population Genomic Analyses in R

MOLECULAR BIOLOGY AND EVOLUTION

IF5.3

2014-04-16

753

OAAI

Pfeifer, Bastian; Wittelsbuerger, Ulrich; Ramos-Onsins, Sebastian E.; Lercher, Martin J.

研究方向