1. Setting decision thresholds when operating conditions are uncertain

   • Cèsar Ferri
   • José Hernández-Orallo
   • Peter Flach

   OriginalPaper Open access 16 February 2019 Pages: 805 - 847

   

2. Automatic discovery of adverse reactions through Chinese social media

   • Mengxue Zhang
   • Meizhuo Zhang
   • Kenny Q. Zhu

   OriginalPaper 20 February 2019 Pages: 848 - 870

   

3. Unsupervised dimensionality reduction versus supervised regularization for classification from sparse data

   • Jessica Clark
   • Foster Provost

   OriginalPaper Open access 20 February 2019 Pages: 871 - 916

   

4. Deep learning for time series classification: a review

   • Hassan Ismail Fawaz
   • Germain Forestier
   • Pierre-Alain Muller

   OriginalPaper 02 March 2019 Pages: 917 - 963

   

5. Algorithmic cache of sorted tables for feature selection

   • Antonio Arauzo-Azofra
   • Alfonso Jiménez-Vílchez
   • María Luque-Rodriguez

   OriginalPaper 19 March 2019 Pages: 964 - 994

   

6. A new class of metrics for learning on real-valued and structured data

   • Ruiyu Yang
   • Yuxiang Jiang
   • Predrag Radivojac

   OriginalPaper 27 March 2019 Pages: 995 - 1016

   

7. The decomposed normalized maximum likelihood code-length criterion for selecting hierarchical latent variable models

   • Kenji Yamanishi
   • Tianyi Wu
   • Makoto Okada

   OriginalPaper 09 April 2019 Pages: 1017 - 1058

   

8. Clustering for heterogeneous information networks with extended star-structure

   • Jian-Ping Mei
   • Huajiang Lv
   • Yanjun Li

   OriginalPaper 10 April 2019 Pages: 1059 - 1087

   

9. Subjectively interesting connecting trees and forests

   • Florian Adriaens
   • Jefrey Lijffijt
   • Tijl De Bie

   OriginalPaper Open access 11 April 2019 Pages: 1088 - 1124

   

10. Efficiently mining cohesion-based patterns and rules in event sequences

    • Boris Cule
    • Len Feremans
    • Bart Goethals

    OriginalPaper 12 April 2019 Pages: 1125 - 1182

    

11. Interpretable time series classification using linear models and multi-resolution multi-domain symbolic representations

    • Thach Le Nguyen
    • Severin Gsponer
    • Georgiana Ifrim

    OriginalPaper 21 May 2019 Pages: 1183 - 1222