Christian Bauckhage - Publications, H-index & Citations

Christian Bauckhage

university of bonn

43H指数

413论文数

9.7K被引数

收录论文 23

发表时间

CFIRE: A General Method for Combining Local Explanations CFIRE：一种结合局部解释的通用方法

EXPLAINABLE ARTIFICIAL INTELLIGENCE, XAI 2025, PT II

IF0

2026-01-01

OAAI

Mueller, Sebastian; Toborek, Vanessa; Horvath, Tamas; Bauckhage, Christian

Improving graph neural networks through feature importance learning 通过特征重要性学习改进图神经网络

Machine Learning

IF2.9

2025-06-24

OAAI

Fouad Alkhoury; Tamás Horváth; Christian Bauckhage; Stefan Wrobel

SugarViT-Multi-objective regression of UAV images with Vision Transformers and Deep Label Distribution Learning demonstrated on disease severity prediction in sugar beet SugarViT——基于视觉Transformer和深度标签分布学习的无人机图像多目标回归，并以甜菜病害严重性预测为例进行演示

PLOS ONE

IF2.6

2025-02-13

OAAI

Guender, Maurice; Yamati, Facundo Ramon Ispizua; Barreto, Abel; Mahlein, Anne-Katrin; Sifa, Rafet; Bauckhage, Christian

Automatic Scoring of Rhizoctonia Crown and Root Rot Affected Sugar Beet Fields from Orthorectified UAV Images Using Machine Learning

PLANT DISEASE

IF4.4

2024-03-01

PREAI

Ispizua Yamati, Facundo Ramon; Guender, Maurice; Barreto, Abel; Boemer, Jonas; Laufer, Daniel; Bauckhage, Christian; Mahlein, Anne-Katrin

Preface to the Special Issue on Pattern Recognition (DAGM GCPR 2021)

INTERNATIONAL JOURNAL OF COMPUTER VISION

IF9.3

2023-01-28

OAAI

Bauckhage, Christian; Foerstner, Wolfgang; Gall, Juergen; Moeller, Michael; Schwing, Alexander

Bounding open space risk with decoupling autoencoders in open set recognition 在开放集识别中使用解耦自编码器来限制开放空间风险

INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS

IF2.8

2022-07-16

OAAI

Luebbering, Max; Gebauer, Michael; Ramamurthy, Rajkumar; Bauckhage, Christian; Sifa, Rafet

Agricultural plant cataloging and establishment of a data framework from UAV-based crop images by computer vision

GIGASCIENCE

IF3.9

2022-06-17

OAAI

Guender, Maurice; Yamati, Facundo R. Ispizua; Kierdorf, Jana; Roscher, Ribana; Mahlein, Anne-Katrin; Bauckhage, Christian

Deep learning supports the differentiation of alcoholic and other-than-alcoholic cirrhosis based on MRI

SCIENTIFIC REPORTS

IF3.9

2022-05-18

OAAI

Luetkens, Julian A.; Nowak, Sebastian; Mesropyan, Narine; Block, Wolfgang; Praktiknjo, Michael; Chang, Johannes; Bauckhage, Christian; Sifa, Rafet; Sprinkart, Alois Martin; Faron, Anton; Attenberger, Ulrike

Anonymization of German financial documents using neural network-based language models with contextual word representations 使用具有上下文单词表示的基于神经网络的语言模型对德国财务文档进行匿名化

INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS

IF2.8

2021-10-02

OAAI

Biesner, David; Ramamurthy, Rajkumar; Stenzel, Robin; Luebbering, Max; Hillebrand, Lars; Ladi, Anna; Pielka, Maren; Loitz, Rudiger; Bauckhage, Christian; Sifa, Rafet

Interpretable Topic Extraction and Word Embedding Learning Using Non-Negative Tensor DEDICOM

MACHINE LEARNING AND KNOWLEDGE EXTRACTION

IF6

2021-01-19

OAAI

Hillebrand, Lars; Biesner, David; Bauckhage, Christian; Sifa, Rafet

Towards Intelligent Food Waste Prevention: An Approach Using Scalable and Flexible Harvest Schedule Optimization With Evolutionary Algorithms

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Gunder, Maurice; Piatkowski, Nico; Von Rueden, Laura; Sifa, Rafet; Bauckhage, Christian

Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2021-01-01

289

OAAI

von Rueden, Laura; Mayer, Sebastian; Beckh, Katharina; Georgiev, Bogdan; Giesselbach, Sven; Heese, Raoul; Kirsch, Birgit; Pfrommer, Julius; Pick, Annika; Ramamurthy, Rajkumar; Walczak, Michal; Garcke, Jochen; Bauckhage, Christian; Schuecker, Jannis

Simplex Volume Maximization (SiVM): A matrix factorization algorithm with non-negative constrains and low computing demands for the interpretation of full spectral X-ray fluorescence imaging data

MICROCHEMICAL JOURNAL

IF5.1

2017-05-01

PREAI

Alfeld, Matthias; Wahabzada, Mirwaes; Bauckhage, Christian; Kersting, Kristian; van der Snickt, Geert; Noble, Petria; Janssens, Koen; Wellenreuther, Gerd; Falkenberg, Gerald

Plant Phenotyping using Probabilistic Topic Models: Uncovering the Hyperspectral Language of Plants

SCIENTIFIC REPORTS

IF3.9

2016-03-09

OAAI

Wahabzada, Mirwaes; Mahlein, Anne-Katrin; Bauckhage, Christian; Steiner, Ulrike; Oerke, Erich-Christian; Kersting, Kristian

Propagation kernels: efficient graph kernels from propagated information

MACHINE LEARNING

IF2.9

2015-07-17

152

OAAI