156 citations · 292 across the 8 of their papers we have counts for
8 papers
Anomaly Detection in Energy Usage Patterns
Henry Linder, Nalini Ravishanker, Ming-Hui Chen +2
Energy usage monitoring on higher education campuses is an important step for providing satisfactory service, lowering costs and supporting the move to green energy. We present a c…
Bayesian Hierarchical Spatial Regression Models for Spatial Data in the Presence of Missing Covariates with Applications
Zhihua Ma, Guanyu Hu, Ming-Hui Chen
In many applications, survey data are collected from different survey centers in different regions. It happens that in some circumstances, response variables are completely observe…
New Development of Bayesian Variable Selection Criteria for Spatial Point Process with Applications
Guanyu Hu, Fred Huffer, Ming-Hui Chen
Selecting important spatial-dependent variables under the nonhomogeneous spatial Poisson process model is an important topic of great current interest. In this paper, we use the De…
Online Updating of Statistical Inference in the Big Data Setting
Elizabeth D. Schifano, Jing Wu, Chun Wang +2
We present statistical methods for big data arising from online analytical processing, where large amounts of data arrive in streams and require fast analysis without storage/acces…
Objective Bayesian Inference for Bilateral Data
Cyr Emile M'lan, Ming-Hui Chen
This paper presents three objective Bayesian methods for analyzing bilateral data under Dallal's model and the saturated model. Three parameters are of interest, namely, the risk d…
Statistical Methods and Computing for Big Data
Chun Wang, Ming-Hui Chen, Elizabeth Schifano +2
Big data are data on a massive scale in terms of volume, intensity, and complexity that exceed the capacity of standard software tools. They present opportunities as well as challe…