1. Survey of distance measures for quantifying concept drift and shift in numeric data

   • Igor Goldenberg
   • Geoffrey I. Webb

   Survey Paper 08 September 2018 Pages: 591 - 615

   

2. A survey of sentiment analysis in social media

   • Lin Yue
   • Weitong Chen
   • Minghao Yin

   Survey Paper 04 July 2018 Pages: 617 - 663

   

3. Distributing Frank–Wolfe via map-reduce

   • Armin Moharrer
   • Stratis Ioannidis

   Regular Paper 18 December 2018 Pages: 665 - 690

   

4. Discovering commute patterns via process mining

   • Alaaeddine Yousfi
   • Mathias Weske

   Regular Paper 31 August 2018 Pages: 691 - 713

   

5. Similarity reasoning in formal concept analysis: from one- to many-valued contexts

   • Anna Formica

   Regular Paper 07 September 2018 Pages: 715 - 739

   

6. Recurrent collective classification

   • Shuangfei Fan
   • Bert Huang

   Regular Paper 30 August 2018 Pages: 741 - 755

   

7. Community detection using multilayer edge mixture model

   • Han Zhang
   • Chang-Dong Wang
   • Philip S. Yu

   Regular Paper 08 June 2018 Pages: 757 - 779

   

8. Dropout non-negative matrix factorization

   • Zhicheng He
   • Jie Liu
   • Yalou Huang

   Regular Paper 05 September 2018 Pages: 781 - 806

   

9. Virus propagation: threshold conditions for multiple profile networks

   • Angeliki Rapti
   • Kostas Tsichlas
   • Giannis Tzimas

   Regular Paper 28 September 2018 Pages: 807 - 836

   

10. New activation weight calculation and parameter optimization for extended belief rule-based system based on sensitivity analysis

    • Long-Hao Yang
    • Jun Liu
    • Luis Martínez

    Regular Paper 22 May 2018 Pages: 837 - 878

    

11. Graph clustering-based discretization approach to microarray data

    • Kittakorn Sriwanna
    • Tossapon Boongoen
    • Natthakan Iam-On

    Regular Paper 05 September 2018 Pages: 879 - 906

    

12. An approach based on mixed hierarchical clustering and optimization for graph analysis in social media network: toward globally hierarchical community structure

    • Radhia Toujani
    • Jalel Akaichi

    Regular Paper 08 February 2019 Pages: 907 - 947

    

13. Two improved attribute weighting schemes for value difference metric

    • Liangxiao Jiang
    • Chaoqun Li

    Regular Paper 13 June 2018 Pages: 949 - 970

14. Local and global characteristics-based kernel hybridization to increase optimal support vector machine performance for stock market prediction

    • M. M. Gowthul Alam
    • S. Baulkani

    Regular Paper 31 August 2018 Pages: 971 - 1000

    

15. Flow Regime Algorithm (FRA): a physics-based meta-heuristics algorithm

    • Mojtaba Tahani
    • Narek Babayan

    Regular Paper 31 August 2018 Pages: 1001 - 1038

    

16. Two privacy-preserving approaches for data publishing with identity reservation

    • Jinyan Wang
    • Kai Du
    • Xianxian Li

    OriginalPaper Open access 29 June 2018 Pages: 1039 - 1080

    

17. Related families-based methods for updating reducts under dynamic object sets

    • Guangming Lang
    • Qingguo Li
    • Hongyun Zhang

    Regular Paper 24 April 2019 Pages: 1081 - 1104

    

18. Similarity measures for time series data classification using grid representation and matrix distance

    • Yanqing Ye
    • Jiang Jiang
    • Kewei Yang

    Regular Paper 05 September 2018 Pages: 1105 - 1134

    

19. Introducing time series chains: a new primitive for time series data mining

    • Yan Zhu
    • Makoto Imamura
    • Eamonn Keogh

    Regular Paper 02 June 2018 Pages: 1135 - 1161

    

20. Correction to: Virus propagation: threshold conditions for multiple profile networks

    • Angeliki Rapti
    • Kostas Tsichlas
    • Giannis Tzimas

    Correction 18 December 2018 Pages: 1163 - 1164