1. Framework for extreme imbalance classification: SWIM—sampling with the majority class

   • Colin Bellinger
   • Shiven Sharma
   • Osmar R. Zaïane

   Regular Paper 17 July 2019 Pages: 841 - 866

   

2. Nearest base-neighbor search on spatial datasets

   • Hong-Jun Jang
   • Kyeong-Seok Hyun
   • Soon-Young Jung

   Regular Paper 10 April 2019 Pages: 867 - 897

   

3. Kernel conditional clustering and kernel conditional semi-supervised learning

   • Xiao He
   • Thomas Gumbsch
   • Karsten Borgwardt

   Regular Paper Open access 06 June 2019 Pages: 899 - 925

   

4. Exploiting patterns to explain individual predictions

   • Yunzhe Jia
   • James Bailey
   • Xingjun Ma

   Regular Paper 08 June 2019 Pages: 927 - 950

   

5. Integrating learned and explicit document features for reputation monitoring in social media

   • Fernando Giner
   • Enrique Amigó
   • Felisa Verdejo

   Regular Paper 19 July 2019 Pages: 951 - 985

   

6. Identifying at-risk students based on the phased prediction model

   • Yan Chen
   • Qinghua Zheng
   • Min Liu

   Regular Paper 24 June 2019 Pages: 987 - 1003

   

7. A systematic framework of predicting customer revisit with in-store sensors

   • Sundong Kim
   • Jae-Gil Lee

   Regular Paper 29 June 2019 Pages: 1005 - 1035

   

8. Evidential positive opinion influence measures for viral marketing

   • Siwar Jendoubi
   • Arnaud Martin

   Regular Paper 02 July 2019 Pages: 1037 - 1062

   

9. Dynamically updating approximations based on multi-threshold tolerance relation in incomplete interval-valued decision information systems

   • Bingyan Lin
   • Xiaoyan Zhang
   • Yanxue Wu

   Regular Paper 03 July 2019 Pages: 1063 - 1087

   

10. Local low-rank Hawkes processes for modeling temporal user–item interactions

    • Jin Shang
    • Mingxuan Sun

    Regular Paper 09 July 2019 Pages: 1089 - 1112

    

11. Accelerating pattern-based time series classification: a linear time and space string mining approach

    • Atif Raza
    • Stefan Kramer

    Regular Paper 12 July 2019 Pages: 1113 - 1141

    

12. Information-preserving abstractions of event data in process mining

    • Sander J. J. Leemans
    • Dirk Fahland

    Regular Paper 20 July 2019 Pages: 1143 - 1197

    

13. High average-utility sequential pattern mining based on uncertain databases

    • Jerry Chun-Wei Lin
    • Ting Li
    • Philippe Fournier-Viger

    Regular Paper 22 July 2019 Pages: 1199 - 1228

    

14. Two approaches for clustering algorithms with relational-based data

    • João C. Xavier-Junior
    • Anne M. P. Canuto
    • Luiz M. G. Gonçalves

    Regular Paper 23 July 2019 Pages: 1229 - 1253