1. Boosting house price predictions using geo-spatial network embedding

   • Sarkar Snigdha Sarathi Das
   • Mohammed Eunus Ali
   • Timos Sellis

   OriginalPaper 03 September 2021 Pages: 2221 - 2250

   

2. Social media as author-audience games

   • Andre F. Ribeiro

   OriginalPaper Open access 10 August 2021 Pages: 2251 - 2281

   

3. Isolation kernel: the X factor in efficient and effective large scale online kernel learning

   • Kai Ming Ting
   • Jonathan R. Wells
   • Takashi Washio

   OriginalPaper 19 August 2021 Pages: 2282 - 2312

   

4. Implicit consensus clustering from multiple graphs

   • Rafika Boutalbi
   • Lazhar Labiod
   • Mohamed Nadif

   OriginalPaper Open access 03 September 2021 Pages: 2313 - 2340

   

5. A Lagrangian-based score for assessing the quality of pairwise constraints in semi-supervised clustering

   • Rodrigo Randel
   • Daniel Aloise
   • Alain Hertz

   OriginalPaper 16 September 2021 Pages: 2341 - 2368

   

6. Time series clustering in linear time complexity

   • Xiaosheng Li
   • Jessica Lin
   • Liang Zhao

   OriginalPaper 18 September 2021 Pages: 2369 - 2388

   

7. Chebyshev approaches for imbalanced data streams regression models

   • Ehsan Aminian
   • Rita P. Ribeiro
   • João Gama

   OriginalPaper 20 September 2021 Pages: 2389 - 2466

   

8. Continuous treatment effect estimation via generative adversarial de-confounding

   • Kun Kuang
   • Yunzhe Li
   • Fei Wu

   OriginalPaper 22 September 2021 Pages: 2467 - 2497

   

9. Characterizing attitudinal network graphs through frustration cloud

   • Lucas Rusnak
   • Jelena Tešić

   OriginalPaper Open access 24 September 2021 Pages: 2498 - 2539

   

10. Introduction to the special issue of the ECML PKDD 2021 journal track

    • Annalisa Appice
    • Sergio Escalera
    • Heike Trautmann

    Guest Editorial 07 September 2021 Pages: 2540 - 2541

11. BROCCOLI: overlapping and outlier-robust biclustering through proximal stochastic gradient descent

    • Sibylle Hess
    • Gianvito Pio
    • Michelangelo Ceci

    OriginalPaper Open access 11 August 2021 Pages: 2542 - 2576

    

12. Early abandoning and pruning for elastic distances including dynamic time warping

    • Matthieu Herrmann
    • Geoffrey I. Webb

    OriginalPaper 16 August 2021 Pages: 2577 - 2601

    

13. MultiETSC: automated machine learning for early time series classification

    • Gilles Ottervanger
    • Mitra Baratchi
    • Holger H. Hoos

    OriginalPaper Open access 16 August 2021 Pages: 2602 - 2654

    

14. CURIE: a cellular automaton for concept drift detection

    • Jesus L. Lobo
    • Javier Del Ser
    • Francisco Herrera

    OriginalPaper 04 September 2021 Pages: 2655 - 2678

    

15. VFC-SMOTE: very fast continuous synthetic minority oversampling for evolving data streams

    • Alessio Bernardo
    • Emanuele Della Valle

    OriginalPaper Open access 14 September 2021 Pages: 2679 - 2713

    

16. Unsupervised domain adaptation with non-stochastic missing data

    • Matthieu Kirchmeyer
    • Patrick Gallinari
    • Amin Mantrach

    OriginalPaper 12 October 2021 Pages: 2714 - 2755