Ausgabe 5/2020
Special Issue: Journal Track of ECML PKDD 2020
Inhalt (13 Artikel)
Guest Editorial
Introduction to the special issue of the ECML PKDD 2020 journal track
Ira Assent, Carlotta Domeniconi, Aristides Gionis, Eyke Hüllermeier
Open Access
Delayed labelling evaluation for data streams
Maciej Grzenda, Heitor Murilo Gomes, Albert Bifet
Open Access
Exceptional spatio-temporal behavior mining through Bayesian non-parametric modeling
Xin Du, Yulong Pei, Wouter Duivesteijn, Mykola Pechenizkiy
Scalable attack on graph data by injecting vicious nodes
Jihong Wang, Minnan Luo, Fnu Suya, Jundong Li, Zijiang Yang, Qinghua Zheng
Treant: training evasion-aware decision trees
Stefano Calzavara, Claudio Lucchese, Gabriele Tolomei, Seyum Assefa Abebe, Salvatore Orlando
ROCKET: exceptionally fast and accurate time series classification using random convolutional kernels
Angus Dempster, François Petitjean, Geoffrey I. Webb
Active learning for hierarchical multi-label classification
Felipe Kenji Nakano, Ricardo Cerri, Celine Vens
Deep soccer analytics: learning an action-value function for evaluating soccer players
Guiliang Liu, Yudong Luo, Oliver Schulte, Tarak Kharrat
Open Access
Simple and effective neural-free soft-cluster embeddings for item cold-start recommendations
Shameem A. Puthiya Parambath, Sanjay Chawla
CrawlSN: community-aware data acquisition with maximum willingness in online social networks
Bay-Yuan Hsu, Chia-Lin Tu, Ming-Yi Chang, Chih-Ya Shen