Feature selection using Fisher score and multilabel neighborhood rough sets for multilabel classification

Feature Selection With Missing Labels Using Multilabel Fuzzy Neighborhood Rough Sets and Maximum Relevance Minimum Redundancy

(2021) Lin Sun et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Multilabel feature selection using ML-ReliefF and neighborhood mutual information for multilabel neighborhood decision systems

(2020) Lin Sun et al.   INFORMATION SCIENCES

Feature Selection Using Fuzzy Neighborhood Entropy-Based Uncertainty Measures for Fuzzy Neighborhood Multigranulation Rough Sets

(2020) Lin Sun et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Multigranulation Supertrust Model for Attribute Reduction

(2020) Weiping Ding et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Feature selection using Lebesgue and entropy measures for incomplete neighborhood decision systems

(2019) Lin Sun et al.   KNOWLEDGE-BASED SYSTEMS

Reverse-nearest neighborhood based oversampling for imbalanced, multi-label datasets

(2019) Payel Sadhukhan et al.   PATTERN RECOGNITION LETTERS

Feature selection using neighborhood entropy-based uncertainty measures for gene expression data classification

(2019) Lin Sun et al.   INFORMATION SCIENCES

Manifold regularized discriminative feature selection for multi-label learning

(2019) Jia Zhang et al.   PATTERN RECOGNITION

A novel approach for learning label correlation with application to feature selection of multi-label data

(2019) Xiaoya Che et al.   INFORMATION SCIENCES

Neighborhood multi-granulation rough sets-based attribute reduction using Lebesgue and entropy measures in incomplete neighborhood decision systems

(2019) Lin Sun et al.   KNOWLEDGE-BASED SYSTEMS

Fuzzy Rough Attribute Reduction for Categorical Data

(2019) Changzhong Wang et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Feature Selection Based on Neighborhood Self-Information

(2019) Changzhong Wang et al.   IEEE Transactions on Cybernetics

Multi-Label Learning with Global and Local Label Correlation

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

Multi-label classification using a fuzzy rough neighborhood consensus

(2018) Sarah Vluymans et al.   INFORMATION SCIENCES

Differential evolution for filter feature selection based on information theory and feature ranking

(2018) Emrah Hancer et al.   KNOWLEDGE-BASED SYSTEMS

Online Multi-label Streaming Feature Selection Based on Neighborhood Rough Set

(2018) Jinghua Liu et al.   PATTERN RECOGNITION

Deep Neuro-Cognitive Co-Evolution for Fuzzy Attribute Reduction by Quantum Leaping PSO With Nearest-Neighbor Memeplexes

(2018) Weiping Ding et al.   IEEE Transactions on Cybernetics

Manifold-based constraint Laplacian score for multi-label feature selection

(2018) Rui Huang et al.   PATTERN RECOGNITION LETTERS

Joint neighborhood entropy-based gene selection method with fisher score for tumor classification

(2018) Lin Sun et al.   APPLIED INTELLIGENCE

Shared Nearest-Neighbor Quantum Game-Based Attribute Reduction With Hierarchical Coevolutionary Spark and Its Application in Consistent Segmentation of Neonatal Cerebral Cortical Surfaces

(2018) Weiping Ding et al.   IEEE Transactions on Neural Networks and Learning Systems

Optimization approach for feature selection in multi-label classification

(2017) Hyunki Lim et al.   PATTERN RECOGNITION LETTERS

Multi-label feature selection via feature manifold learning and sparsity regularization

(2017) Zhiling Cai et al.   International Journal of Machine Learning and Cybernetics

Multi-label feature selection based on neighborhood mutual information

(2016) Yaojin Lin et al.   APPLIED SOFT COMPUTING

Learning Label-Specific Features and Class-Dependent Labels for Multi-Label Classification

(2016) Jun Huang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Multi-label feature selection based on max-dependency and min-redundancy

(2015) Yaojin Lin et al.   NEUROCOMPUTING

Neighborhood rough sets based multi-label classification for automatic image annotation

(2013) Ying Yu et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Web Image Annotation Via Subspace-Sparsity Collaborated Feature Selection

(2012) Zhigang Ma et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Feature selection using rough entropy-based uncertainty measures in incomplete decision systems

(2012) Lin Sun et al.   KNOWLEDGE-BASED SYSTEMS

Multi-class f-score feature selection approach to classification of obstructive sleep apnea syndrome

(2009) Salih Güneş et al.   EXPERT SYSTEMS WITH APPLICATIONS