A novel EEG-complexity-based feature and its application on the epileptic seizure detection Shu-Ling ZhangBo ZhangJiang-Ling Song Original Article 28 January 2019 Pages: 3339 - 3348
A novel decomposition-ensemble approach to crude oil price forecasting with evolution clustering and combined model Jiaming ZhuJinpei LiuLigang Zhou Original Article 28 January 2019 Pages: 3349 - 3362
A fast decision making method for mandatory lane change using kernel extreme learning machine Senlin ChengYang XuChuanhai Wang Original Article 29 January 2019 Pages: 3363 - 3369
Sensitive time series prediction using extreme learning machine Hong-Bo WangXi LiuXu-Yan Tu Original Article 25 January 2019 Pages: 3371 - 3386
Automatically synthesizing DoS attack traces using generative adversarial networks Qiao YanMingde WangF. Richard Yu Original Article 20 February 2019 Pages: 3387 - 3396
Hyperspectral image classification based on multiple reduced kernel extreme learning machine Fei LvMin Han Original Article 30 January 2019 Pages: 3397 - 3405
Making metric learning algorithms invariant to transformations using a projection metric on Grassmann manifolds Zahra GoudarziPeyman AdibiMohammad Saeid Ehsani Original Article 28 January 2019 Pages: 3407 - 3416
Selective multi-descriptor fusion for face identification Xin WeiHui WangHuan Wan Original Article 15 February 2019 Pages: 3417 - 3429
Binary multi-verse optimization algorithm for global optimization and discrete problems Nailah Al-MadiHossam FarisSeyedali Mirjalili Original Article 04 February 2019 Pages: 3445 - 3465
A novel algorithm for the vertex cover problem based on minimal elements of discernibility matrix Shengyang ZhuangDegang Chen Original Article 07 February 2019 Pages: 3467 - 3474
Study of the polytope of the \({{\,\mathrm{at \text{-} least}\,}}\) predicate Niko KasoSerge Kruk Original Article 23 February 2019 Pages: 3475 - 3483
Handwritten Bangla character and numeral recognition using convolutional neural network for low-memory GPU Prateek KeserwaniTofik AliPartha Pratim Roy Original Article 12 February 2019 Pages: 3485 - 3497
Knowledge representation and reasoning using self-learning interval type-2 fuzzy Petri nets and extended TOPSIS Weichao YueWeihua GuiYongfang Xie Original Article 07 March 2019 Pages: 3499 - 3520
Word-character attention model for Chinese text classification Xue QiaoChen PengYanfeng Hu Original Article 26 February 2019 Pages: 3521 - 3537
Fast and unsupervised outlier removal by recurrent adaptive reconstruction extreme learning machine Wang SiqiLiu QiangYin Jianping Original Article 05 March 2019 Pages: 3539 - 3556
A hybrid method for increasing the speed of SVM training using belief function theory and boundary region Somaye MoslemnejadJavad Hamidzadeh Original Article 15 March 2019 Pages: 3557 - 3574
Meticulous fuzzy convolution C means for optimized big data analytics: adaptation towards deep learning Nagaraj BalakrishnanArunkumar RajendranKarthigaikumar Palanivel Original Article 15 March 2019 Pages: 3575 - 3586
Accelerating improved twin support vector machine with safe screening rule Weichen WuYitian Xu Original Article 15 March 2019 Pages: 3587 - 3600
Multi-level features fusion and selection for human gait recognition: an optimized framework of Bayesian model and binomial distribution Habiba ArshadMuhammad Attique KhanMuhammad Younus Javed Original Article 18 March 2019 Pages: 3601 - 3618
Attribute reduction via local conditional entropy Yibo WangXiangjian ChenKai Dong Original Article 04 April 2019 Pages: 3619 - 3634
Learning from correlation with extreme learning machine Li ZhaoJie Zhu Original Article 16 April 2019 Pages: 3635 - 3645
A multiclass boosting algorithm to labeled and unlabeled data Jafar Tanha Original Article 17 May 2019 Pages: 3647 - 3665
Sparse and heuristic support vector machine for binary classifier and regressor fusion Jinhong HuangZhu Liang YuLing Cen Original Article 10 May 2019 Pages: 3667 - 3686
A Gaussian mixture model based combined resampling algorithm for classification of imbalanced credit data sets Xu HanRunbang CuiNing Jia Original Article 08 May 2019 Pages: 3687 - 3699