1. A novel EEG-complexity-based feature and its application on the epileptic seizure detection

   • Shu-Ling Zhang
   • Bo Zhang
   • Jiang-Ling Song

   Original Article 28 January 2019 Pages: 3339 - 3348

   

2. A novel decomposition-ensemble approach to crude oil price forecasting with evolution clustering and combined model

   • Jiaming Zhu
   • Jinpei Liu
   • Ligang Zhou

   Original Article 28 January 2019 Pages: 3349 - 3362

   

3. A fast decision making method for mandatory lane change using kernel extreme learning machine

   • Senlin Cheng
   • Yang Xu
   • Chuanhai Wang

   Original Article 29 January 2019 Pages: 3363 - 3369

   

4. Sensitive time series prediction using extreme learning machine

   • Hong-Bo Wang
   • Xi Liu
   • Xu-Yan Tu

   Original Article 25 January 2019 Pages: 3371 - 3386

   

5. Automatically synthesizing DoS attack traces using generative adversarial networks

   • Qiao Yan
   • Mingde Wang
   • F. Richard Yu

   Original Article 20 February 2019 Pages: 3387 - 3396

   

6. Hyperspectral image classification based on multiple reduced kernel extreme learning machine

   • Fei Lv
   • Min Han

   Original Article 30 January 2019 Pages: 3397 - 3405

   

7. Making metric learning algorithms invariant to transformations using a projection metric on Grassmann manifolds

   • Zahra Goudarzi
   • Peyman Adibi
   • Mohammad Saeid Ehsani

   Original Article 28 January 2019 Pages: 3407 - 3416

   

8. Selective multi-descriptor fusion for face identification

   • Xin Wei
   • Hui Wang
   • Huan Wan

   Original Article 15 February 2019 Pages: 3417 - 3429

   

9. Model tree pruning

   • Xinlei Zhou
   • Dasen Yan

   Original Article 02 February 2019 Pages: 3431 - 3444

   

10. Binary multi-verse optimization algorithm for global optimization and discrete problems

    • Nailah Al-Madi
    • Hossam Faris
    • Seyedali Mirjalili

    Original Article 04 February 2019 Pages: 3445 - 3465

    

11. A novel algorithm for the vertex cover problem based on minimal elements of discernibility matrix

    • Shengyang Zhuang
    • Degang Chen

    Original Article 07 February 2019 Pages: 3467 - 3474

    

12. Study of the polytope of the \({{\,\mathrm{at \text{-} least}\,}}\) predicate

    • Niko Kaso
    • Serge Kruk

    Original Article 23 February 2019 Pages: 3475 - 3483

    

13. Handwritten Bangla character and numeral recognition using convolutional neural network for low-memory GPU

    • Prateek Keserwani
    • Tofik Ali
    • Partha Pratim Roy

    Original Article 12 February 2019 Pages: 3485 - 3497

    

14. Knowledge representation and reasoning using self-learning interval type-2 fuzzy Petri nets and extended TOPSIS

    • Weichao Yue
    • Weihua Gui
    • Yongfang Xie

    Original Article 07 March 2019 Pages: 3499 - 3520

    

15. Word-character attention model for Chinese text classification

    • Xue Qiao
    • Chen Peng
    • Yanfeng Hu

    Original Article 26 February 2019 Pages: 3521 - 3537

    

16. Fast and unsupervised outlier removal by recurrent adaptive reconstruction extreme learning machine

    • Wang Siqi
    • Liu Qiang
    • Yin Jianping

    Original Article 05 March 2019 Pages: 3539 - 3556

    

17. A hybrid method for increasing the speed of SVM training using belief function theory and boundary region

    • Somaye Moslemnejad
    • Javad Hamidzadeh

    Original Article 15 March 2019 Pages: 3557 - 3574

    

18. Meticulous fuzzy convolution C means for optimized big data analytics: adaptation towards deep learning

    • Nagaraj Balakrishnan
    • Arunkumar Rajendran
    • Karthigaikumar Palanivel

    Original Article 15 March 2019 Pages: 3575 - 3586

    

19. Accelerating improved twin support vector machine with safe screening rule

    • Weichen Wu
    • Yitian Xu

    Original Article 15 March 2019 Pages: 3587 - 3600

    

20. Multi-level features fusion and selection for human gait recognition: an optimized framework of Bayesian model and binomial distribution

    • Habiba Arshad
    • Muhammad Attique Khan
    • Muhammad Younus Javed

    Original Article 18 March 2019 Pages: 3601 - 3618

    

21. Attribute reduction via local conditional entropy

    • Yibo Wang
    • Xiangjian Chen
    • Kai Dong

    Original Article 04 April 2019 Pages: 3619 - 3634

    

22. Learning from correlation with extreme learning machine

    • Li Zhao
    • Jie Zhu

    Original Article 16 April 2019 Pages: 3635 - 3645

    

23. A multiclass boosting algorithm to labeled and unlabeled data

    • Jafar Tanha

    Original Article 17 May 2019 Pages: 3647 - 3665

    

24. Sparse and heuristic support vector machine for binary classifier and regressor fusion

    • Jinhong Huang
    • Zhu Liang Yu
    • Ling Cen

    Original Article 10 May 2019 Pages: 3667 - 3686

    

25. A Gaussian mixture model based combined resampling algorithm for classification of imbalanced credit data sets

    • Xu Han
    • Runbang Cui
    • Ning Jia

    Original Article 08 May 2019 Pages: 3687 - 3699