Ausgabe 6/2018
Inhalt (9 Artikel)
Robust finite mixture regression for heterogeneous targets
Jian Liang, Kun Chen, Ming Lin, Changshui Zhang, Fei Wang
Scalable and exact sampling method for probabilistic generative graph models
Sebastian Moreno, Joseph J. Pfeiffer III, Jennifer Neville
Open Access
An adaptive algorithm for anomaly and novelty detection in evolving data streams
Mohamed-Rafik Bouguelia, Slawomir Nowaczyk, Amir H. Payberah
Constrained distance based clustering for time-series: a comparative and experimental study
Thomas Lampert, Thi-Bich-Hanh Dao, Baptiste Lafabregue, Nicolas Serrette, Germain Forestier, Bruno Crémilleux, Christel Vrain, Pierre Gançarski
A kernel-based trend pattern tracking system for portfolio optimization
Zhao-Rong Lai, Pei-Yi Yang, Xiaotian Wu, Liangda Fang
Unsupervised meta-path selection for text similarity measure based on heterogeneous information networks
Chenguang Wang, Yangqiu Song, Haoran Li, Ming Zhang, Jiawei Han
Extreme-value-theoretic estimation of local intrinsic dimensionality
Laurent Amsaleg, Oussama Chelly, Teddy Furon, Stéphane Girard, Michael E. Houle, Ken-ichi Kawarabayashi, Michael Nett
Exact variable-length anomaly detection algorithm for univariate and multivariate time series
Xing Wang, Jessica Lin, Nital Patel, Martin Braun