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Publications information icon

Sparse Subspace Clustering for Evolving Data Streams

Peer-reviewed
Open access
DOI
10.1109/ICASSP.2019.8683205
Sui, Jinping; Liu, Zhen; Liu, Li; Jung, Alexander; Liu, Tianpeng; Peng, Bo; Li, Xiang
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing2019Publications information icon

Subspace Clustering of Binary Data - A Probabilistic Approach

Peer-reviewed
Patrikainen, A.; Mannila, H.
-2004Publications information icon

Sparsity-Aware Block Diagonal Representation for Subspace Clustering

Peer-reviewed
Open access
DOI
10.23919/EUSIPCO58844.2023.10289969
Taştan, Aylin; Muma, Michael; Ollila, Esa; Zoubir, Abdelhak M.
European Signal Processing Conference2023Publications information icon

Dynamic Sparse Subspace Clustering for Evolving High-Dimensional Data Streams

Peer-reviewed
Open access
DOI
10.1109/TCYB.2020.3023973
Sui, Jinping; Liu, Zhen; Liu, Li ; Jung, Alex; Li, Xiang
IEEE transactions on cybernetics2020Publications information icon

Multiple Kernel Clustering With Neighbor-Kernel Subspace Segmentation

Peer-reviewed
Open access
DOI
10.1109/TNNLS.2019.2919900
Zhou, Sihang; Liu, Xinwan; Li, Miaomiao; Zhu, En; Liu, Li; Zhang, Changwang; Yin, Jianping
IEEE Transactions on Neural Networks and Learning Systems2019Publications information icon

Applications of a new subspace clustering algorithm (COSA) in medical systems biology

Peer-reviewed
DOI
10.1007/s11306-006-0045-z
Damian, Doris; Orešič, Matej; Verheij, Elwin; Meulman, Jacqueline; Friedman, Jerome; Adourian, Aram;...
Metabolomics2007Publications information icon

Object localization by subspace clustering of local descriptors

Bouveyron, C.; Kannala, Juho; Schmid, C. & Girard, S.
Lecture notes in computer science2006Publications information icon

Local Subspace Classifier and Local Subspace SOM

Peer-reviewed
Laaksonen, J.
-1997Publications information icon

Local Subspace Classifier

Laaksonen, J.
-1997Publications information icon

Discriminative Clustering

Peer-reviewed
Kaski, Samuel
International Statistical Institute2003

Sparse Subspace Clustering for Evolving Data Streams

Peer-reviewed
Open access
DOI
10.1109/ICASSP.2019.8683205
2019

Subspace Clustering of Binary Data - A Probabilistic Approach

Peer-reviewed
2004

Sparsity-Aware Block Diagonal Representation for Subspace Clustering

Peer-reviewed
Open access
DOI
10.23919/EUSIPCO58844.2023.10289969
2023

Dynamic Sparse Subspace Clustering for Evolving High-Dimensional Data Streams

Peer-reviewed
Open access
DOI
10.1109/TCYB.2020.3023973
2020

Multiple Kernel Clustering With Neighbor-Kernel Subspace Segmentation

Peer-reviewed
Open access
DOI
10.1109/TNNLS.2019.2919900
2019

Applications of a new subspace clustering algorithm (COSA) in medical systems biology

Peer-reviewed
DOI
10.1007/s11306-006-0045-z
2007

Object localization by subspace clustering of local descriptors

2006

Local Subspace Classifier and Local Subspace SOM

Peer-reviewed
1997

Local Subspace Classifier

1997

Discriminative Clustering

Peer-reviewed
2003