Joint multilabel classification and feature selection based on deep canonical correlation analysis

Feature selection for multi-label learning with streaming label

(2020) Jinghua Liu et al.   NEUROCOMPUTING

Prediction of 30-Day Readmission: An Improved Gradient Boosting Decision Tree Approach

(2019) Guodong Du et al.   Journal of Medical Imaging and Health Informatics

Manifold regularized discriminative feature selection for multi-label learning

(2019) Jia Zhang et al.   PATTERN RECOGNITION

Granular matrix-based knowledge reductions of formal fuzzy contexts

(2019) Yidong Lin et al.   International Journal of Machine Learning and Cybernetics

Detection of Malicious Code Variants Based on Deep Learning

(2018) Zhihua Cui et al.   IEEE Transactions on Industrial Informatics

Multi-Label Learning with Global and Local Label Correlation

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

Optimal LEACH protocol with modified bat algorithm for big data sensing systems in Internet of Things

(2018) Zhihua Cui et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Multi-label learning with label-specific features by resolving label correlations

(2018) Jia Zhang et al.   KNOWLEDGE-BASED SYSTEMS

Multi-label feature selection with missing labels

(2018) Pengfei Zhu et al.   PATTERN RECOGNITION

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

(2018) Rui Huang et al.   PATTERN RECOGNITION LETTERS

Mutual information based multi-label feature selection via constrained convex optimization

(2018) Zhenqiang Sun et al.   NEUROCOMPUTING

Towards a unified multi-source-based optimization framework for multi-label learning

(2018) Jia Zhang et al.   APPLIED SOFT COMPUTING

A novel oriented cuckoo search algorithm to improve DV-Hop performance for cyber–physical systems

(2017) Zhihua Cui et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Cost-sensitive label embedding for multi-label classification

(2017) Kuan-Hao Huang et al.   MACHINE LEARNING

Multi-label classification by exploiting local positive and negative pairwise label correlation

(2017) Jun Huang et al.   NEUROCOMPUTING

Feature selection based on quality of information

(2017) Jinghua Liu et al.   NEUROCOMPUTING

Hybrid multi-objective cuckoo search with dynamical local search

(2017) Maoqing Zhang et al.   Memetic Computing

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 Dictionary Learning for Image Annotation

(2016) Xiao-Yuan Jing et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Multi-label feature selection with streaming labels

(2016) Yaojin Lin et al.   INFORMATION SCIENCES

SLED: Semantic Label Embedding Dictionary Representation for Multilabel Image Annotation

(2015) Xiaochun Cao et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

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

(2015) Yaojin Lin et al.   NEUROCOMPUTING

Multi-label classification by exploiting label correlations

(2013) Ying Yu et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Review on Multi-Label Learning Algorithms

(2013) Min-Ling Zhang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Discriminative Least Squares Regression for Multiclass Classification and Feature Selection

(2012) Shiming Xiang et al.   IEEE Transactions on Neural Networks and Learning Systems

Classifier chains for multi-label classification

(2011) Jesse Read et al.   MACHINE LEARNING

Random k-Labelsets for Multilabel Classification

(2010) Grigorios Tsoumakas et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Feature selection for multi-label naive Bayes classification

(2009) Min-Ling Zhang et al.   INFORMATION SCIENCES

Semantic Annotation and Retrieval of Music and Sound Effects

(2008) Douglas Turnbull et al.   IEEE Transactions on Audio Speech and Language Processing

Multilabel classification via calibrated label ranking

(2008) Johannes Fürnkranz et al.   MACHINE LEARNING