Ausgabe 5/2022
Inhalt (12 Artikel)
Dynamic self-paced sampling ensemble for highly imbalanced and class-overlapped data classification
Fang Zhou, Suting Gao, Lyu Ni, Martin Pavlovski, Qiwen Dong, Zoran Obradovic, Weining Qian
Open Access
MultiRocket: multiple pooling operators and transformations for fast and effective time series classification
Chang Wei Tan, Angus Dempster, Christoph Bergmeir, Geoffrey I. Webb
Open Access
VPint: value propagation-based spatial interpolation
Laurens Arp, Mitra Baratchi, Holger Hoos
Open Access
EmbAssi: embedding assignment costs for similarity search in large graph databases
Franka Bause, Erich Schubert, Nils M. Kriege
Open Access
Dynamic slate recommendation with gated recurrent units and Thompson sampling
Simen Eide, David S. Leslie, Arnoldo Frigessi
Coupled block diagonal regularization for multi-view subspace clustering
Huazhu Chen, Weiwei Wang, Shousheng Luo
Open Access
TCMI: a non-parametric mutual-dependence estimator for multivariate continuous distributions
Benjamin Regler, Matthias Scheffler, Luca M. Ghiringhelli
Open Access
Human-in-the-loop handling of knowledge drift
Andrea Bontempelli, Fausto Giunchiglia, Andrea Passerini, Stefano Teso
Open Access
Robust subgroup discovery
Hugo M. Proença, Peter Grünwald, Thomas Bäck, Matthijs van Leeuwen
Neural content-aware collaborative filtering for cold-start music recommendation
Paul Magron, Cédric Févotte
Open Access
SOKNL: A novel way of integrating K-nearest neighbours with adaptive random forest regression for data streams
Yibin Sun, Bernhard Pfahringer, Heitor Murilo Gomes, Albert Bifet