4.5 Article

Weighted sparse simplex representation: a unified framework for subspace clustering, constrained clustering, and active learning

Related references

Note: Only part of the references are listed.
Article Computer Science, Artificial Intelligence

Subspace Clustering via Good Neighbors

Jufeng Yang et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2020)

Article Computer Science, Artificial Intelligence

Partition Level Constrained Clustering

Hongfu Liu et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2018)

Article Statistics & Probability

Algorithms for Fitting the Constrained Lasso

Brian R. Gaines et al.

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS (2018)

Article Engineering, Electrical & Electronic

On Geometric Analysis of Affine Sparse Subspace Clustering

Chun-Guang Li et al.

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING (2018)

Article Computer Science, Artificial Intelligence

Structured Sparse Subspace Clustering: A Joint Affinity Learning and Subspace Clustering Framework

Chun-Guang Li et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2017)

Article Computer Science, Artificial Intelligence

On constrained spectral clustering and its applications

Xiang Wang et al.

DATA MINING AND KNOWLEDGE DISCOVERY (2014)

Article Computer Science, Artificial Intelligence

Subspace clustering of high-dimensional data: a predictive approach

Brian McWilliams et al.

DATA MINING AND KNOWLEDGE DISCOVERY (2014)

Article Computer Science, Artificial Intelligence

Robust Recovery of Subspace Structures by Low-Rank Representation

Guangcan Liu et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2013)

Article Computer Science, Artificial Intelligence

Sparse Subspace Clustering: Algorithm, Theory, and Applications

Ehsan Elhamifar et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2013)

Article Engineering, Electrical & Electronic

Subspace Clustering

Rene Vidal

IEEE SIGNAL PROCESSING MAGAZINE (2011)

Article Computer Science, Artificial Intelligence

Motion Segmentation in the Presence of Outlying, Incomplete, or Corrupted Trajectories

Shankar Rao et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2010)

Article Computer Science, Information Systems

Clustering High-Dimensional Data: A Survey on Subspace Clustering, Pattern-Based Clustering, and Correlation Clustering

Hans-Peter Kriegel et al.

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA (2009)

Article Statistics & Probability

Regularization and variable selection via the elastic net

H Zou et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2005)

Article Operations Research & Management Science

k-plane clustering

PS Bradley et al.

JOURNAL OF GLOBAL OPTIMIZATION (2000)