1. Robust finite mixture regression for heterogeneous targets

   • Jian Liang
   • Kun Chen
   • Fei Wang

   OriginalPaper 17 April 2018 Pages: 1509 - 1560

   

2. Scalable and exact sampling method for probabilistic generative graph models

   • Sebastian Moreno
   • Joseph J. Pfeiffer III
   • Jennifer Neville

   OriginalPaper 21 April 2018 Pages: 1561 - 1596

   

3. An adaptive algorithm for anomaly and novelty detection in evolving data streams

   • Mohamed-Rafik Bouguelia
   • Slawomir Nowaczyk
   • Amir H. Payberah

   OriginalPaper Open access 12 May 2018 Pages: 1597 - 1633

   

4. A probabilistic stop and move classifier for noisy GPS trajectories

   • Luke Bermingham
   • Ickjai Lee

   OriginalPaper 18 May 2018 Pages: 1634 - 1662

   

5. Constrained distance based clustering for time-series: a comparative and experimental study

   • Thomas Lampert
   • Thi-Bich-Hanh Dao
   • Pierre Gançarski

   OriginalPaper 30 May 2018 Pages: 1663 - 1707

   

6. A kernel-based trend pattern tracking system for portfolio optimization

   • Zhao-Rong Lai
   • Pei-Yi Yang
   • Liangda Fang

   OriginalPaper 11 July 2018 Pages: 1708 - 1734

   

7. Unsupervised meta-path selection for text similarity measure based on heterogeneous information networks

   • Chenguang Wang
   • Yangqiu Song
   • Jiawei Han

   OriginalPaper 14 July 2018 Pages: 1735 - 1767

   

8. Extreme-value-theoretic estimation of local intrinsic dimensionality

   • Laurent Amsaleg
   • Oussama Chelly
   • Michael Nett

   OriginalPaper 27 July 2018 Pages: 1768 - 1805

   

9. Exact variable-length anomaly detection algorithm for univariate and multivariate time series

   • Xing Wang
   • Jessica Lin
   • Martin Braun

   OriginalPaper 31 July 2018 Pages: 1806 - 1844