Deep embedding clustering based on contractive autoencoder

Deep clustering by maximizing mutual information in variational auto-encoder

(2020) Chaoyang Xu et al.   KNOWLEDGE-BASED SYSTEMS

Deep subspace clustering to achieve jointly latent feature extraction and discriminative learning

(2020) Qinjian Huang et al.   NEUROCOMPUTING

DCSR: Deep clustering under similarity and reconstruction constraints

(2020) Lei Yu et al.   NEUROCOMPUTING

Learning document representation via topic-enhanced LSTM model

(2019) Wenyue Zhang et al.   KNOWLEDGE-BASED SYSTEMS

Adversarial correlated autoencoder for unsupervised multi-view representation learning

(2019) Xu Wang et al.   KNOWLEDGE-BASED SYSTEMS

ADC: Advanced document clustering using contextualized representations

(2019) Jinuk Park et al.   EXPERT SYSTEMS WITH APPLICATIONS

SA-Net: A deep spectral analysis network for image clustering

(2019) Jinghua Wang et al.   NEUROCOMPUTING

Auto-weighted multi-view clustering via deep matrix decomposition

(2019) Shudong Huang et al.   PATTERN RECOGNITION

Adaptive local structure learning for document co-clustering

(2018) Shudong Huang et al.   KNOWLEDGE-BASED SYSTEMS

Discriminatively boosted image clustering with fully convolutional auto-encoders

(2018) Fengfu Li et al.   PATTERN RECOGNITION

A new feature selection method to improve the document clustering using particle swarm optimization algorithm

(2018) Laith Mohammad Abualigah et al.   Journal of Computational Science

Semi-supervised deep embedded clustering

(2018) Yazhou Ren et al.   NEUROCOMPUTING

Sparse Poisson Latent Block Model for Document Clustering

(2017) Melissa Ailem et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A Deep Matrix Factorization Method for Learning Attribute Representations

(2017) George Trigeorgis et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A novel regularized concept factorization for document clustering

(2017) Wei Yan et al.   KNOWLEDGE-BASED SYSTEMS

Self-Taught convolutional neural networks for short text clustering

(2017) Jiaming Xu et al.   NEURAL NETWORKS

Multi-view clustering via multi-manifold regularized non-negative matrix factorization

(2017) Linlin Zong et al.   NEURAL NETWORKS

Semi-supervised concept factorization for document clustering

(2016) Mei Lu et al.   INFORMATION SCIENCES