Ensemble selection with joint spectral clustering and structural sparsity

A Bayesian Non‐parametric Approach for Automatic Clustering with Feature Weighting

(2020) Debolina Paul et al.   Stat

Detecting Meaningful Clusters From High-Dimensional Data: A Strongly Consistent Sparse Center-Based Clustering Approach

(2020) Saptarshi Chakraborty et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A review of unsupervised feature selection methods

(2019) Saúl Solorio-Fernández et al.   ARTIFICIAL INTELLIGENCE REVIEW

Classification of Motor Imagery Task by Using Novel Ensemble Pruning Approach

(2019) Muhammad Ammar Ali et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Ensemble Pruning Based on Objection Maximization With a General Distributed Framework

(2019) Yijun Bian et al.   IEEE Transactions on Neural Networks and Learning Systems

Dynamic classifier selection: Recent advances and perspectives

(2018) Rafael M.O. Cruz et al.   Information Fusion

Dynamic ensemble selection for multi-class imbalanced datasets

(2018) Salvador García et al.   INFORMATION SCIENCES

Unsupervised feature selection based on kernel fisher discriminant analysis and regression learning

(2018) Ronghua Shang et al.   MACHINE LEARNING

FIRE-DES++: Enhanced online pruning of base classifiers for dynamic ensemble selection

(2018) Rafael M.O. Cruz et al.   PATTERN RECOGNITION

Robust unsupervised feature selection via matrix factorization

(2017) Shiqiang Du et al.   NEUROCOMPUTING

META-DES: A dynamic ensemble selection framework using meta-learning

(2015) Rafael M.O. Cruz et al.   PATTERN RECOGNITION

A measure of competence based on random classification for dynamic ensemble selection

(2011) Tomasz Woloszynski et al.   Information Fusion

A probabilistic model of classifier competence for dynamic ensemble selection

(2011) Tomasz Woloszynski et al.   PATTERN RECOGNITION

A Framework for Feature Selection in Clustering

(2010) Daniela M. Witten et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

From dynamic classifier selection to dynamic ensemble selection

(2007) Albert H.R. Ko et al.   PATTERN RECOGNITION