1. An optimization algorithm guided by a machine learning approach

   • Erik Cuevas
   • Jorge Galvez

   Original Article 07 January 2019 Pages: 2963 - 2991

   

2. A novel modified gravitational search algorithm for the real world optimization problem

   • Lingling Huang
   • Chuandong Qin

   Original Article 28 January 2019 Pages: 2993 - 3002

   

3. HashEclat: an efficient frequent itemset algorithm

   • Chunkai Zhang
   • Panbo Tian
   • Xuan Wang

   Original Article 04 January 2019 Pages: 3003 - 3016

   

4. A decomposition based multiobjective evolutionary algorithm with self-adaptive mating restriction strategy

   • Xin Li
   • Hu Zhang
   • Shenmin Song

   Original Article 11 February 2019 Pages: 3017 - 3030

   

5. Information geometry enhanced fuzzy deep belief networks for sentiment classification

   • Meng Wang
   • Zhen-Hu Ning
   • Chuang-Bai Xiao

   Original Article 09 January 2019 Pages: 3031 - 3042

   

6. A memetic approach for training set selection in imbalanced data sets

   • Bahareh Nikpour
   • Hossein Nezamabadi-pour

   Original Article 28 August 2019 Pages: 3043 - 3070

   

7. Classifying imbalanced data using ensemble of reduced kernelized weighted extreme learning machine

   • Bhagat Singh Raghuwanshi
   • Sanyam Shukla

   Original Article 24 August 2019 Pages: 3071 - 3097

   

8. An ensemble bat algorithm for large-scale optimization

   • Xingjuan Cai
   • Jiangjiang Zhang
   • Qidi Wu

   Original Article 26 August 2019 Pages: 3099 - 3113

   

9. PKGCN: prior knowledge enhanced graph convolutional network for graph-based semi-supervised learning

   • Shaowei Yu
   • Xuebing Yang
   • Wensheng Zhang

   Original Article 27 August 2019 Pages: 3115 - 3127

   

10. Transfer channel pruning for compressing deep domain adaptation models

    • Chaohui Yu
    • Jindong Wang
    • Xin Qin

    Original Article 11 September 2019 Pages: 3129 - 3144

    

11. SegFast-V2: Semantic image segmentation with less parameters in deep learning for autonomous driving

    • Swarnendu Ghosh
    • Anisha Pal
    • Mita Nasipuri

    Original Article 28 August 2019 Pages: 3145 - 3154

    

12. Enhance the recognition ability to occlusions and small objects with Robust Faster R-CNN

    • Tao Zhou
    • Zhixin Li
    • Canlong Zhang

    Original Article 26 August 2019 Pages: 3155 - 3166

    

13. Dynamic time alignment kernel-based fuzzy clustering of non-equal length vector time series

    • Hongyue Guo
    • Lidong Wang
    • Xiaodong Liu

    Original Article 27 August 2019 Pages: 3167 - 3179

    

14. Interval stability analysis of power systems with wind turbine based on three-mass shaft model

    • Zhanhui Lu
    • Fanting Xu
    • Fangcheng Lv

    Original Article 10 September 2019 Pages: 3181 - 3187

    

15. A robust self-weighted SELO regression model

    • Meihong Su
    • Yaqing Guo
    • Wenjian Wang

    Original Article 13 September 2019 Pages: 3189 - 3199

    

16. Robust visual tracking using discriminative sparse collaborative map

    • Zhenghua Zhou
    • Weidong Zhang
    • Jianwei Zhao

    Original Article 13 September 2019 Pages: 3201 - 3212

    

17. Fuzzy rough clustering for categorical data

    • Shuliang Xu
    • Shenglan Liu
    • Lin Feng

    Original Article 19 September 2019 Pages: 3213 - 3223

    

18. Double-quantitative multigranulation decision-theoretic rough fuzzy set model

    • Mengmeng Li
    • Minghao Chen
    • Weihua Xu

    Original Article 20 September 2019 Pages: 3225 - 3244

19. A knowledge acquisition method based on concept lattice and inclusion degree for ordered information systems

    • Yong Liu
    • Xiangping Kang
    • Deyu Li

    Original Article 09 October 2019 Pages: 3245 - 3261

    

20. A theoretical study on object-oriented and property-oriented multi-scale formal concept analysis

    • Yanhong She
    • Xiaoli He
    • Wanglin Zeng

    Original Article 20 September 2019 Pages: 3263 - 3271

21. Neural variational collaborative filtering with side information for top-K recommendation

    • Xiaoyi Deng
    • Fuzhen Zhuang
    • Zhiguo Zhu

    Original Article 13 September 2019 Pages: 3273 - 3284

    

22. An ensemble multiscale wavelet-GARCH hybrid SVR algorithm for mobile cloud computing workload prediction

    • Saeed Sharifian
    • Masoud Barati

    Original Article 20 September 2019 Pages: 3285 - 3300

    

23. Ordered smooth representation clustering

    • Liping Chen
    • Gongde Guo

    Original Article 01 October 2019 Pages: 3301 - 3311

    

24. Leveraging writing systems changes for deep learning based Chinese affective analysis

    • Rong Xiang
    • Qin Lu
    • Yunfei Long

    Original Article Open access 10 October 2019 Pages: 3313 - 3325

    

25. Ensemble RBM-based classifier using fuzzy integral for big data classification

    • Junhai Zhai
    • Xu Zhou
    • Tingting Wang

    Original Article 04 May 2019 Pages: 3327 - 3337