Journal Track of ECML PKDD 2020

Articles (14 in this collection)

1. CrawlSN: community-aware data acquisition with maximum willingness in online social networks

   Authors (first, second and last of 4)

   • Bay-Yuan Hsu
   • Chia-Lin Tu
   • Chih-Ya Shen

   • Content type: OriginalPaper
   • Published: 08 September 2020

   • Pages: 1589 - 1620

   

2. Introduction to the special issue of the ECML PKDD 2020 journal track

   Authors (first, second and last of 4)

   • Ira Assent
   • Carlotta Domeniconi
   • Eyke Hüllermeier

   • Content type: Guest Editorial
   • Published: 03 September 2020

   • Pages: 1235 - 1236

3. Simple and effective neural-free soft-cluster embeddings for item cold-start recommendations

   Authors

   • Shameem A. Puthiya Parambath
   • Sanjay Chawla

   • Content type: OriginalPaper
   • Open Access
   • Published: 03 August 2020

   • Pages: 1560 - 1588

   

4. Deep soccer analytics: learning an action-value function for evaluating soccer players

   Authors (first, second and last of 4)

   • Guiliang Liu
   • Yudong Luo
   • Tarak Kharrat

   • Content type: OriginalPaper
   • Published: 21 July 2020

   • Pages: 1531 - 1559

   

5. Active learning for hierarchical multi-label classification

   Authors

   • Felipe Kenji Nakano
   • Ricardo Cerri
   • Celine Vens

   • Content type: OriginalPaper
   • Published: 17 July 2020

   • Pages: 1496 - 1530

   

6. ROCKET: exceptionally fast and accurate time series classification using random convolutional kernels

   Authors

   • Angus Dempster
   • François Petitjean
   • Geoffrey I. Webb

   • Content type: OriginalPaper
   • Published: 13 July 2020

   • Pages: 1454 - 1495

   

7. Large-scale network motif analysis using compression

   Authors

   • Peter Bloem
   • Steven de Rooij

   • Content type: OriginalPaper
   • Open Access
   • Published: 23 June 2020

   • Pages: 1421 - 1453

   

8. Treant: training evasion-aware decision trees

   Authors (first, second and last of 5)

   • Stefano Calzavara
   • Claudio Lucchese
   • Salvatore Orlando

   • Content type: OriginalPaper
   • Published: 21 June 2020

   • Pages: 1390 - 1420

   

9. Scalable attack on graph data by injecting vicious nodes

   Authors (first, second and last of 6)

   • Jihong Wang
   • Minnan Luo
   • Qinghua Zheng

   • Content type: OriginalPaper
   • Published: 17 June 2020

   • Pages: 1363 - 1389

   

10. TEASER: early and accurate time series classification

    Authors

    • Patrick Schäfer
    • Ulf Leser

    • Content type: OriginalPaper
    • Open Access
    • Published: 16 June 2020

    • Pages: 1336 - 1362

    

11. An efficient K-means clustering algorithm for tall data

    Authors

    • Marco Capó
    • Aritz Pérez
    • Jose A. Lozano

    • Content type: OriginalPaper
    • Published: 15 July 2020

    • Pages: 776 - 811

    

12. Fair-by-design matching

    Authors

    • David García-Soriano
    • Francesco Bonchi

    • Content type: OriginalPaper
    • Published: 04 February 2020

    • Pages: 1291 - 1335

    

13. Exceptional spatio-temporal behavior mining through Bayesian non-parametric modeling

    Authors (first, second and last of 4)

    • Xin Du
    • Yulong Pei
    • Mykola Pechenizkiy

    • Content type: OriginalPaper
    • Open Access
    • Published: 29 January 2020

    • Pages: 1267 - 1290

    

14. Delayed labelling evaluation for data streams

    Authors

    • Maciej Grzenda
    • Heitor Murilo Gomes
    • Albert Bifet

    • Content type: OriginalPaper
    • Open Access
    • Published: 16 November 2019

    • Pages: 1237 - 1266