Ausgabe 4/2023
Inhalt (11 Artikel)
Making individually fair predictions with causal pathways
Yoichi Chikahara, Shinsaku Sakaue, Akinori Fujino, Hisashi Kashima
Making clusterings fairer by post-processing: algorithms, complexity results and experiments
Ian Davidson, Zilong Bai, Cindy Mylinh Tran, S. S. Ravi
A spatiotemporal deep neural network for fine-grained multi-horizon wind prediction
Fanling Huang, Yangdong Deng
Open Access
On the evaluation of outlier detection and one-class classification: a comparative study of algorithms, model selection, and ensembles
Henrique O. Marques, Lorne Swersky, Jörg Sander, Ricardo J. G. B. Campello, Arthur Zimek
A graph convolutional fusion model for community detection in multiplex networks
Xiang Cai, Bang Wang
One-shot relational learning for extrapolation reasoning on temporal knowledge graphs
Ruixin Ma, Biao Mei, Yunlong Ma, Hongyan Zhang, Meihong Liu, Liang Zhao
Open Access
A combinatorial multi-armed bandit approach to correlation clustering
F. Gullo, D. Mandaglio, A. Tagarelli
ROhAN: Row-order agnostic null models for statistically-sound knowledge discovery
Maryam Abuissa, Alexander Lee, Matteo Riondato