Robust finite mixture regression for heterogeneous targets Jian LiangKun ChenFei Wang OriginalPaper 17 April 2018 Pages: 1509 - 1560
Scalable and exact sampling method for probabilistic generative graph models Sebastian MorenoJoseph J. Pfeiffer IIIJennifer Neville OriginalPaper 21 April 2018 Pages: 1561 - 1596
An adaptive algorithm for anomaly and novelty detection in evolving data streams Mohamed-Rafik BougueliaSlawomir NowaczykAmir H. Payberah OriginalPaper Open access 12 May 2018 Pages: 1597 - 1633
A probabilistic stop and move classifier for noisy GPS trajectories Luke BerminghamIckjai Lee OriginalPaper 18 May 2018 Pages: 1634 - 1662
Constrained distance based clustering for time-series: a comparative and experimental study Thomas LampertThi-Bich-Hanh DaoPierre Gançarski OriginalPaper 30 May 2018 Pages: 1663 - 1707
A kernel-based trend pattern tracking system for portfolio optimization Zhao-Rong LaiPei-Yi YangLiangda Fang OriginalPaper 11 July 2018 Pages: 1708 - 1734
Unsupervised meta-path selection for text similarity measure based on heterogeneous information networks Chenguang WangYangqiu SongJiawei Han OriginalPaper 14 July 2018 Pages: 1735 - 1767
Extreme-value-theoretic estimation of local intrinsic dimensionality Laurent AmsalegOussama ChellyMichael Nett OriginalPaper 27 July 2018 Pages: 1768 - 1805
Exact variable-length anomaly detection algorithm for univariate and multivariate time series Xing WangJessica LinMartin Braun OriginalPaper 31 July 2018 Pages: 1806 - 1844
