Sequential (Quickest) Change Detection: Classical Results and New Directions

Liyan Xie, Shaofeng Zou, Yao Xie, +1

IEEE Journal on Selected Areas in Information Theory

EngineeringShift DetectionChange DetectionStatistical Signal ProcessingImage Analysis +14

Window-Limited CUSUM for Sequential Change Detection

Liyan Xie, George V. Moustakides, Yao Xie

IEEE Transactions on Information Theory

EngineeringMachine LearningShift DetectionStreaming AlgorithmChange Detection +16

Sequential subspace change point detection

Liyan Xie, Yao Xie, George V. Moustakides

Sequential Analysis

Covariance MatrixEngineeringShift DetectionChange DetectionLocalization +14

Sequential Change-Point Detection via Online Convex Optimization

Yang Cao, Liyan Xie, Yao Xie, +1

Entropy

EngineeringMachine LearningShift DetectionChange DetectionImage Sequence Analysis +14

Robust Hypothesis Testing Using Wasserstein Uncertainty Sets

Rui Gao, Liyan Xie, Yao Xie, +1

arXiv (Cornell University)

Density EstimationEngineeringMachine LearningData ScienceRobust Statistic +11

High-Resolution Spatio-Temporal Model for County-Level COVID-19 Activity in the U.S.

Shixiang Zhu, Alexander Bukharin, Liyan Xie, +3

ACM Transactions on Management Information Systems

Epidemiological DynamicCounty LevelComputational EpidemiologyCovid-19 EpidemiologyUnited States +20

Screening candidate supplementary cementitious materials under standard and accelerated curing through time-series surface resistivity measurements and change-point detection

Renee T. Rios, Francesca Lolli, Liyan Xie, +2

Cement and Concrete Research

Materials ScienceCementationEngineeringCorrosionCivil Engineering +4

Robust Hypothesis Testing Using Wasserstein Uncertainty Sets

Rui Gao, Liyan Xie, Yao Xie, +1

arXiv (Cornell University)

Density EstimationEngineeringMachine LearningData ScienceRobust Statistic +11

Early Detection of COVID-19 Hotspots Using Spatio-Temporal Data

Shixiang Zhu, Alexander Bukharin, Liyan Xie, +4

IEEE Journal of Selected Topics in Signal Processing

Asynchronous Multi-Sensor Change-Point Detection for Seismic Tremors

Liyan Xie, Yao Xie, George V. Moustakides

EngineeringShift DetectionChange DetectionStatistical Signal ProcessingData Science +14