A survey of robust optimization based machine learning with special reference to support vector machines Manisha SinglaDebdas GhoshK. K. Shukla Original Article 23 December 2019 Pages: 1359 - 1385
Parameter self-tuning schemes for the two phase test sample sparse representation classifier F. DornaikaY. El TraboulsiY. Ruichek Original Article 20 December 2019 Pages: 1387 - 1403
Supervised feature selection by constituting a basis for the original space of features and matrix factorization Farid Saberi-MovahedMahdi EftekhariMohammad Mohtashami Original Article 20 December 2019 Pages: 1405 - 1421
Multiobjective hybrid monarch butterfly optimization for imbalanced disease classification problem MadhuSudana Rao NalluriKrithivasan KannanDiptendu Sinha Roy Original Article 23 December 2019 Pages: 1423 - 1451
Orientation space code and multi-feature two-phase sparse representation for palmprint recognition Lu LiangTao ChenLunke Fei Original Article 18 December 2019 Pages: 1453 - 1461
A systematic review of the research trends of machine learning in supply chain management Du NiZhi XiaoMing K. Lim Original Article 21 December 2019 Pages: 1463 - 1482
An online PLA algorithm with maximum error bound for generating optimal mixed-segments Huanyu ZhaoTongliang LiChaoyi Pang Original Article 20 December 2019 Pages: 1483 - 1499
Gaining-sharing knowledge based algorithm for solving optimization problems: a novel nature-inspired algorithm Ali Wagdy MohamedAnas A. HadiAli Khater Mohamed Original Article 18 December 2019 Pages: 1501 - 1529
Homo-ELM: fully homomorphic extreme learning machine Weiru WangYanfen GanChuangquan Chen Original Article 03 January 2020 Pages: 1531 - 1540
Stochastic trust region inexact Newton method for large-scale machine learning Vinod Kumar ChauhanAnuj SharmaKalpana Dahiya Original Article 03 January 2020 Pages: 1541 - 1555
Unsupervised feature learning with sparse Bayesian auto-encoding based extreme learning machine Guanghao ZhangDongshun CuiGuang-Bin Huang Original Article 03 January 2020 Pages: 1557 - 1569
Regularization on a rapidly varying manifold Rakesh Kumar YadavAbhishekS. Venkatesan Original Article 18 January 2020 Pages: 1571 - 1590
An ORESTE approach for multi-criteria decision-making with probabilistic hesitant fuzzy information Jian LiQiongxia ChenZhong-xing Wang Original Article 20 January 2020 Pages: 1591 - 1609
From static to dynamic word representations: a survey Yuxuan WangYutai HouTing Liu Original Article 17 February 2020 Pages: 1611 - 1630
Fine-tuning of line and slope based on evolutionary mechanism Shuyue ChenHongjie WangGuohua Zhang Original Article 31 January 2020 Pages: 1631 - 1641