Volume 34, Issue 5

Search all Data Mining and Knowledge Discovery articles

September 2020

Special Issue: Journal Track of ECML PKDD 2020

Issue Editors:

Ira Assent,
Carlotta Domeniconi,
Aristides Gionis,
Eyke Hüllermeier

13 articles in this issue

Introduction to the special issue of the ECML PKDD 2020 journal track
Ira Assent
Carlotta Domeniconi
Eyke Hüllermeier
Guest Editorial 03 September 2020 Pages: 1235 - 1236
Part of 2 collections:

Journal Track of ECML PKDD 2020

Journal Track of ECML PKDD 2020
Delayed labelling evaluation for data streams
Maciej Grzenda
Heitor Murilo Gomes
Albert Bifet
OriginalPaper Open access 16 November 2019 Pages: 1237 - 1266
Part of 2 collections:

Journal Track of ECML PKDD 2020

Journal Track of ECML PKDD 2020
Exceptional spatio-temporal behavior mining through Bayesian non-parametric modeling
Xin Du
Yulong Pei
Mykola Pechenizkiy
OriginalPaper Open access 29 January 2020 Pages: 1267 - 1290
Part of 2 collections:

Journal Track of EMCL PKDD 2020

Journal Track of ECML PKDD 2020
Fair-by-design matching
David García-Soriano
Francesco Bonchi
OriginalPaper 04 February 2020 Pages: 1291 - 1335
Part of 2 collections:

Journal Track of EMCL PKDD 2020

Journal Track of ECML PKDD 2020
TEASER: early and accurate time series classification
Patrick Schäfer
Ulf Leser
OriginalPaper Open access 16 June 2020 Pages: 1336 - 1362
Part of 2 collections:

Journal Track of ECML PKDD 2020

Journal Track of ECML PKDD 2020
Scalable attack on graph data by injecting vicious nodes
Jihong Wang
Minnan Luo
Qinghua Zheng
OriginalPaper 17 June 2020 Pages: 1363 - 1389
Part of 2 collections:

Journal Track of ECML PKDD 2020

Journal Track of ECML PKDD 2020
Treant: training evasion-aware decision trees
Stefano Calzavara
Claudio Lucchese
Salvatore Orlando
OriginalPaper 21 June 2020 Pages: 1390 - 1420
Part of 2 collections:

Journal Track of ECML PKDD 2020

Journal Track of ECML PKDD 2020
Large-scale network motif analysis using compression
Peter Bloem
Steven de Rooij
OriginalPaper Open access 23 June 2020 Pages: 1421 - 1453
Part of 2 collections:

Journal Track of ECML PKDD 2020

Journal Track of ECML PKDD 2020
ROCKET: exceptionally fast and accurate time series classification using random convolutional kernels
Angus Dempster
François Petitjean
Geoffrey I. Webb
OriginalPaper 13 July 2020 Pages: 1454 - 1495
Part of 2 collections:

Journal Track of ECML PKDD 2020

Journal Track of ECML PKDD 2020
Active learning for hierarchical multi-label classification
Felipe Kenji Nakano
Ricardo Cerri
Celine Vens
OriginalPaper 17 July 2020 Pages: 1496 - 1530
Part of 2 collections:

Journal Track of ECML PKDD 2020

Journal Track of ECML PKDD 2020
Deep soccer analytics: learning an action-value function for evaluating soccer players
Guiliang Liu
Yudong Luo
Tarak Kharrat
OriginalPaper 21 July 2020 Pages: 1531 - 1559
Part of 2 collections:

Journal Track of ECML PKDD 2020

Journal Track of ECML PKDD 2020
Simple and effective neural-free soft-cluster embeddings for item cold-start recommendations
Shameem A. Puthiya Parambath
Sanjay Chawla
OriginalPaper Open access 03 August 2020 Pages: 1560 - 1588
Part of 2 collections:

Journal Track of ECML PKDD 2020

Journal Track of ECML PKDD 2020
CrawlSN: community-aware data acquisition with maximum willingness in online social networks
Bay-Yuan Hsu
Chia-Lin Tu
Chih-Ya Shen
OriginalPaper 08 September 2020 Pages: 1589 - 1620
Part of 2 collections:

Journal Track of ECML PKDD 2020

Journal Track of ECML PKDD 2020

Volume 34, Issue 5

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

Delayed labelling evaluation for data streams

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

Fair-by-design matching

TEASER: early and accurate time series classification

Scalable attack on graph data by injecting vicious nodes

Treant: training evasion-aware decision trees

Large-scale network motif analysis using compression

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

Active learning for hierarchical multi-label classification

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

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

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

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