A bayesian markov-switching model for sparse dynamic network estimationHuijing JiangAurélie C. Lozanoet al.2012SDM 2012
SOR: Scalable orthogonal regression for non-redundant feature selection and its healthcare applicationsDijun LuoFei Wanget al.2012SDM 2012
Large-scale nonparametric estimation of vehicle travel time distributionsRikiya TakahashiTakayuki Osogamiet al.2012SDM 2012
Cluster-aware compression with provable k-means preservationNikolaos M. FrerisMichail Vlachoset al.2012SDM 2012
Optimal distance estimation between compressed data seriesNikolaos M. FrerisMichail Vlachoset al.2012SDM 2012
An iterative and re-weighting framework for rejection and uncertainty resolution in crowdsourcingSihong XieWei Fanet al.2012SDM 2012
Adaptive multi-task sparse learning with an application to fMRI studyXi ChenJingrui Heet al.2012SDM 2012