Clustering data with the presence of attribute noise: a study of noise completely at random and ensemble of multiple k-means clusterings Natthakan Iam-On Original Article 29 July 2019 Pages: 491 - 509
An active multi-class classification using privileged information and belief function Mitra JavidJavad Hamidzadeh Original Article 30 July 2019 Pages: 511 - 524
Multi-view local linear KNN classification: theoretical and experimental studies on image classification Zhibin JiangZekang BianShitong Wang Original Article 02 August 2019 Pages: 525 - 543
Improved fuzzy C-means algorithm based on density peak Xiang-yi LiuJian-cong FanZi-wen Chen Original Article 31 July 2019 Pages: 545 - 552
A survey on analysis of human faces and facial expressions datasets Gulraiz KhanSahar SamyanSamyan Qayyum Wahla Original Article 06 August 2019 Pages: 553 - 571
Feature selection based on rough set approach, wrapper approach, and binary whale optimization algorithm Mohamed A. TawhidAbdelmonem M. Ibrahim Original Article 21 August 2019 Pages: 573 - 602
Flexible robust principal component analysis Zinan HeJigang WuNa Han Original Article 23 August 2019 Pages: 603 - 613
Unsupervised learning of monocular depth and ego-motion with space–temporal-centroid loss Junning ZhangQunxing SuYanlong Chen Original Article 10 October 2019 Pages: 615 - 627
Multiple instance learning for sequence data with across bag dependencies Manel ZoghlamiSabeur AridhiEngelbert Mephu Nguifo Original Article 26 October 2019 Pages: 629 - 642
Granular matrix-based knowledge reductions of formal fuzzy contexts Yidong LinJinjin LiJia Zhang Original Article 10 October 2019 Pages: 643 - 656
Three-way decision based on decision-theoretic rough sets with single-valued neutrosophic information Li JiaoHai-Long YangSheng-Gang Li Original Article 24 October 2019 Pages: 657 - 665
Three-way decisions in fuzzy incomplete information systems Xiaoping YangTongjun LiAnhui Tan Original Article 29 October 2019 Pages: 667 - 674
An efficient clustering algorithm based on the k-nearest neighbors with an indexing ratio Raneem QaddouraHossam FarisIbrahim Aljarah Original Article 18 November 2019 Pages: 675 - 714
Bibliometric analysis of support vector machines research trend: a case study in China Dejian YuZeshui XuXizhao Wang Original Article 04 November 2019 Pages: 715 - 728
Large-scale evolutionary optimization: a survey and experimental comparative study Jun-Rong JianZhi-Hui ZhanJun Zhang Original Article 14 November 2019 Pages: 729 - 745