Ausgabe 4/2019
Inhalt (11 Artikel)
Open Access
Setting decision thresholds when operating conditions are uncertain
Cèsar Ferri, José Hernández-Orallo, Peter Flach
Automatic discovery of adverse reactions through Chinese social media
Mengxue Zhang, Meizhuo Zhang, Chen Ge, Quanyang Liu, Jiemin Wang, Jia Wei, Kenny Q. Zhu
Open Access
Unsupervised dimensionality reduction versus supervised regularization for classification from sparse data
Jessica Clark, Foster Provost
Deep learning for time series classification: a review
Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller
Algorithmic cache of sorted tables for feature selection
Antonio Arauzo-Azofra, Alfonso Jiménez-Vílchez, José Molina-Baena, María Luque-Rodriguez
A new class of metrics for learning on real-valued and structured data
Ruiyu Yang, Yuxiang Jiang, Scott Mathews, Elizabeth A. Housworth, Matthew W. Hahn, Predrag Radivojac
The decomposed normalized maximum likelihood code-length criterion for selecting hierarchical latent variable models
Kenji Yamanishi, Tianyi Wu, Shinya Sugawara, Makoto Okada
Clustering for heterogeneous information networks with extended star-structure
Jian-Ping Mei, Huajiang Lv, Lianghuai Yang, Yanjun Li
Open Access
Subjectively interesting connecting trees and forests
Florian Adriaens, Jefrey Lijffijt, Tijl De Bie
Efficiently mining cohesion-based patterns and rules in event sequences
Boris Cule, Len Feremans, Bart Goethals
Interpretable time series classification using linear models and multi-resolution multi-domain symbolic representations
Thach Le Nguyen, Severin Gsponer, Iulia Ilie, Martin O’Reilly, Georgiana Ifrim