One-step spectral rotation clustering for imbalanced high-dimensional data

Video Coding Optimization for Virtual Reality 360-Degree Source

(2020) Yimin Zhou et al.   IEEE Journal of Selected Topics in Signal Processing

A density weighted fuzzy outlier clustering approach for class imbalanced learning

(2020) Xiaokang Wang et al.   NEURAL COMPUTING & APPLICATIONS

Structure learning with similarity preserving

(2020) Zhao Kang et al.   NEURAL NETWORKS

Generalized Incomplete Multiview Clustering With Flexible Locality Structure Diffusion

(2020) Jie Wen et al.   IEEE Transactions on Cybernetics

Exploiting Subspace Relation in Semantic Labels for Cross-Modal Hashing

(2020) Heng Tao Shen et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Spectral clustering via half-quadratic optimization

(2019) Xiaofeng Zhu et al.   WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

Partition level multiview subspace clustering

(2019) Zhao Kang et al.   NEURAL NETWORKS

Spectral rotation for deep one-step clustering

(2019) Xiaofeng Zhu et al.   PATTERN RECOGNITION

Robust SVM with adaptive graph learning

(2019) Rongyao Hu et al.   WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

Robust Graph Learning From Noisy Data

(2019) Zhao Kang et al.   IEEE Transactions on Cybernetics

Multiclass imbalanced learning with one-versus-one decomposition and spectral clustering

(2019) Qianmu Li et al.   EXPERT SYSTEMS WITH APPLICATIONS

Logistic Regression Confined by Cardinality-Constrained Sample and Feature Selection

(2019) Ehsan Adeli et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Efficient Utilization of Missing Data in Cost-Sensitive Learning

(2019) Xiaofeng Zhu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Local and Global Structure Preservation for Robust Unsupervised Spectral Feature Selection

(2018) Xiaofeng Zhu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Binary Multi-View Clustering

(2018) Zheng Zhang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Discovering Program Topoi via Hierarchical Agglomerative Clustering

(2018) Carlo Ieva et al.   IEEE TRANSACTIONS ON RELIABILITY

A Cost-Sensitive Deep Belief Network for Imbalanced Classification

(2018) Chong Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

Low-rank Sparse Subspace for Spectral Clustering

(2018) Xiaofeng Zhu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Graph PCA Hashing for Similarity Search

(2017) Xiaofeng Zhu et al.   IEEE TRANSACTIONS ON MULTIMEDIA

A theoretical understanding of self-paced learning

(2017) Deyu Meng et al.   INFORMATION SCIENCES

Clustering-based undersampling in class-imbalanced data

(2017) Wei-Chao Lin et al.   INFORMATION SCIENCES

Subspace clustering guided unsupervised feature selection

(2017) Pengfei Zhu et al.   PATTERN RECOGNITION

A generalized power iteration method for solving quadratic problem on the Stiefel manifold

(2017) Feiping Nie et al.   Science China-Information Sciences

Clustering of imbalanced high-dimensional media data

(2017) Šárka Brodinová et al.   Advances in Data Analysis and Classification

Marginal Representation Learning With Graph Structure Self-Adaptation

(2017) Zheng Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data

(2017) Salman H. Khan et al.   IEEE Transactions on Neural Networks and Learning Systems

Grid-based Clustering with Predefined Path Mobility for Mobile Sink Data Collection to Extend Network Lifetime in Wireless Sensor Networks

(2012) Kotiswaran Thanigaivelu et al.   IETE TECHNICAL REVIEW

A feasible method for optimization with orthogonality constraints

(2012) Zaiwen Wen et al.   MATHEMATICAL PROGRAMMING

Comments on supervised feature selection by clustering using conditional mutual information-based distances

(2012) Nguyen X. Vinh et al.   PATTERN RECOGNITION

A regularized k-means and multiphase scale segmentation

(2011) Sung Ha Kang et al.   Inverse Problems and Imaging

Determining the number of clusters using information entropy for mixed data

(2011) Jiye Liang et al.   PATTERN RECOGNITION

Iteratively reweighted least squares minimization for sparse recovery

(2009) Ingrid Daubechies et al.   COMMUNICATIONS ON PURE AND APPLIED MATHEMATICS

Evolutionary Undersampling for Classification with Imbalanced Datasets: Proposals and Taxonomy

(2009) Salvador García et al.   EVOLUTIONARY COMPUTATION

Learning from Imbalanced Data

(2009) Haibo He et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

SVMs Modeling for Highly Imbalanced Classification

(2008) Yuchun Tang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Hierarchical fuzzy rule based classification systems with genetic rule selection for imbalanced data-sets

(2008) Alberto Fernández et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING