Supervised feature selection by constituting a basis for the original space of features and matrix factorization

Supervised feature selection via matrix factorization based on singular value decomposition

(2019) Masoumeh Zare et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Unsupervised Feature Selection via Adaptive Multimeasure Fusion

(2019) Rui Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

Feature selection based dual-graph sparse non-negative matrix factorization for local discriminative clustering

(2018) Yang Meng et al.   NEUROCOMPUTING

Unsupervised feature selection by regularized matrix factorization

(2018) Miao Qi et al.   NEUROCOMPUTING

Occam's razor in dimension reduction: Using reduced row Echelon form for finding linear independent features in high dimensional microarray datasets

(2017) Mohammad Kazem Ebrahimpour et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Robust unsupervised feature selection via matrix factorization

(2017) Shiqiang Du et al.   NEUROCOMPUTING

Discriminative sparse subspace learning and its application to unsupervised feature selection

(2016) Nan Zhou et al.   ISA TRANSACTIONS

Subspace learning-based graph regularized feature selection

(2016) Ronghua Shang et al.   KNOWLEDGE-BASED SYSTEMS

Global and local structure preserving sparse subspace learning: An iterative approach to unsupervised feature selection

(2016) Nan Zhou et al.   PATTERN RECOGNITION

Unsupervised feature selection via maximum projection and minimum redundancy

(2015) Shiping Wang et al.   KNOWLEDGE-BASED SYSTEMS

Subspace learning for unsupervised feature selection via matrix factorization

(2015) Shiping Wang et al.   PATTERN RECOGNITION

A review of microarray datasets and applied feature selection methods

(2014) V. Bolón-Canedo et al.   INFORMATION SCIENCES

Study on the Impact of Partition-Induced Dataset Shift on $k$-Fold Cross-Validation

(2012) J. G. Moreno-Torres et al.   IEEE Transactions on Neural Networks and Learning Systems

KEEL: a software tool to assess evolutionary algorithms for data mining problems

(2008) J. Alcalá-Fdez et al.   SOFT COMPUTING