Uwe Krüger

Publication Activity (10 Years)

Years Active: 2001-2022
Publications (10 Years): 3

Top Topics

Space Partitioning

Weakly Supervised

Kullback Leibler Divergence

Top Venues

IEEE Trans. Cybern.

IEEE Trans. Control. Syst. Technol.

Publications

Erim Yanik, Uwe Krüger, Xavier Intes, Rahul Rahul, Suvranu De
Video-based Formative and Summative Assessment of Surgical Tasks using Deep Learning. CoRR (2022)
Hongming Shan, Atul Padole, Fatemeh Homayounieh, Uwe Krüger, Ruhani Doda Khera, Chayanin Nitiwarangkul, Mannudeep K. Kalra, Ge Wang
Can Deep Learning Outperform Modern Commercial CT Image Reconstruction Methods? CoRR (2018)
Hongming Shan, Junping Zhang, Uwe Krüger
Learning Linear Representation of Space Partitioning Trees Based on Unsupervised Kernel Dimension Reduction. IEEE Trans. Cybern. 46 (12) (2016)
Yujie Lin, Uwe Krüger, Junping Zhang, Qi Wang, Lisa Ann Lamont, Lana El Chaar
Seasonal Analysis and Prediction of Wind Energy Using Random Forests and ARX Model Structures. IEEE Trans. Control. Syst. Technol. 23 (5) (2015)
Wei Xia, Junping Zhang, Uwe Krüger
Semisupervised Pedestrian Counting With Temporal and Spatial Consistencies. IEEE Trans. Intell. Transp. Syst. 16 (4) (2015)
Billy Chang, Uwe Krüger, Rafal Kustra, Junping Zhang
Canonical Correlation Analysis based on Hilbert-Schmidt Independence Criterion and Centered Kernel Target Alignment. ICML (2) (2013)
Jiusun Zeng, Lei Xie, Uwe Krüger, Jie Yu, Jingjing Sha, Xuyi Fu
Process monitoring based on Kullback Leibler divergence. ECC (2013)
Junping Zhang, Xiaodan Wang, Uwe Krüger, Fei-Yue Wang
Principal Curve Algorithms for Partitioning High-Dimensional Data Spaces. IEEE Trans. Neural Networks 22 (3) (2011)
Junping Zhang, Uwe Krüger, Xiaodan Wang, Dewang Chen
A Riemannian Distance Approach for Constructing Principal Curves. Int. J. Neural Syst. 20 (3) (2010)
Junping Zhang, Dewang Chen, Uwe Krüger
Adaptive Constraint K-Segment Principal Curves for Intelligent Transportation Systems. IEEE Trans. Intell. Transp. Syst. 9 (4) (2008)
Dirk Lieftucht, Uwe Krüger, George W. Irwin
Improved diagnosis of sensor faults using multivariate statistics. ACC (2004)
Xun Wang, Uwe Krüger, Barry Lennox, Peter R. Goulding
A novel multiblock method using latent variable partial least squares. ACC (2001)