Ausgabe 2/2024
Inhalt (15 Artikel)
VEML: an easy but effective framework for fusing text and structure knowledge on sparse knowledge graph completion
Tao He, Ming Liu, Yixin Cao, Meng Qu, Zihao Zheng, Bing Qin
Sky-signatures: detecting and characterizing recurrent behavior in sequential data
Clément Gautrais, Peggy Cellier, Thomas Guyet, René Quiniou, Alexandre Termier
Regression tree-based active learning
Ashna Jose, João Paulo Almeida de Mendonça, Emilie Devijver, Noël Jakse, Valérie Monbet, Roberta Poloni
Optimal selection of benchmarking datasets for unbiased machine learning algorithm evaluation
João Luiz Junho Pereira, Kate Smith-Miles, Mario Andrés Muñoz, Ana Carolina Lorena
An anomaly aware network embedding framework for unsupervised anomalous link detection
Dongsheng Duan, Cheng Zhang, Lingling Tong, Jie Lu, Cunchi Lv, Wei Hou, Yangxi Li, Xiaofang Zhao
SALτ: efficiently stopping TAR by improving priors estimates
Alessio Molinari, Andrea Esuli
Mondrian forest for data stream classification under memory constraints
Martin Khannouz, Tristan Glatard
Network embedding based on high-degree penalty and adaptive negative sampling
Gang-Feng Ma, Xu-Hua Yang, Wei Ye, Xin-Li Xu, Lei Ye
A semi-supervised interactive algorithm for change point detection
Zhenxiang Cao, Nick Seeuws, Maarten De Vos, Alexander Bertrand
Correction: A semi‑supervised interactive algorithm for change point detection
Zhenxiang Cao, Nick Seeuws, Maarten De Vos, Alexander Bertrand
The art of centering without centering for robust principal component analysis
Guihong Wan, Baokun He, Haim Schweitzer
Representing ensembles of networks for fuzzy cluster analysis: a case study
Ilaria Bombelli, Ichcha Manipur, Mario Rosario Guarracino, Maria Brigida Ferraro
Fast, accurate and explainable time series classification through randomization
Nestor Cabello, Elham Naghizade, Jianzhong Qi, Lars Kulik
Correction to: AA-forecast: anomaly-aware forecast for extreme events
Ashkan Farhangi, Jiang Bian, Arthur Huang, Haoyi Xiong, Jun Wang, Zhishan Guo