Ausgabe 1/2023
Inhalt (15 Artikel)
Open Access
Practical joint human-machine exploration of industrial time series using the matrix profile
Felix Nilsson, Mohamed-Rafik Bouguelia, Thorsteinn Rögnvaldsson
Category tree distance: a taxonomy-based transaction distance for web user analysis
Yinjia Zhang, Qinpei Zhao, Yang Shi, Jiangfeng Li, Weixiong Rao
ContE: contextualized knowledge graph embedding for circular relations
Ting Ma, Mingming Li, Shangwen Lv, Fuqing Zhu, Longtao Huang, Songlin Hu
Open Access
ConvMOS: climate model output statistics with deep learning
Michael Steininger, Daniel Abel, Katrin Ziegler, Anna Krause, Heiko Paeth, Andreas Hotho
Open Access
A methodology for refined evaluation of neural code completion approaches
Kim Tuyen Le, Gabriel Rashidi, Artur Andrzejak
Differentiated matching for individual and average treatment effect estimation
Zhao Ziyu, Kun Kuang, Bo Li, Peng Cui, Runze Wu, Jun Xiao, Fei Wu
Open Access
Informative pseudo-labeling for graph neural networks with few labels
Yayong Li, Jie Yin, Ling Chen
Improving embedded knowledge graph multi-hop question answering by introducing relational chain reasoning
Weiqiang Jin, Biao Zhao, Hang Yu, Xi Tao, Ruiping Yin, Guizhong Liu
Sentiment analysis in tweets: an assessment study from classical to modern word representation models
Sérgio Barreto, Ricardo Moura, Jonnathan Carvalho, Aline Paes, Alexandre Plastino
Open Access
Hierarchical message-passing graph neural networks
Zhiqiang Zhong, Cheng-Te Li, Jun Pang
Using differential evolution for an attribute-weighted inverted specific-class distance measure for nominal attributes
Fang Gong, Xingfeng Guo, Dianhong Wang
Open Access
Regularized impurity reduction: accurate decision trees with complexity guarantees
Guangyi Zhang, Aristides Gionis
Open Access
Hybrid Bayesian network discovery with latent variables by scoring multiple interventions
Kiattikun Chobtham, Anthony C. Constantinou, Neville K. Kitson