Tonglin Zhang

发表

A Scalable Meta-Model for Big Data Security Analyses

Baijian Yang, Tonglin Zhang, 2016, 2016 IEEE 2nd International Conference on Big Data Security on Cloud (BigDataSecurity), IEEE International Conference on High Performance and Smart Computing (HPSC), and IEEE International Conference on Intelligent Data and Security (IDS).

Enabling online geospatial isotopic model development and analysis

Lan Zhao, Tonglin Zhang, Hyojeong Lee, 2011, TG.

On the limiting distribution of the spatial scan statistic

Tonglin Zhang, Ge Lin, G. Lin, 2013, J. Multivar. Anal..

A method for testing low-value spatial clustering for rare diseases.

Tonglin Zhang, Ge Lin, G. Lin, 2004, Acta tropica.

A Scalable Feature Selection and Model Updating Approach for Big Data Machine Learning

Baijian Yang, Tonglin Zhang, 2016, 2016 IEEE International Conference on Smart Cloud (SmartCloud).

Multiple Learning for Regression in Big Data

Xiang Liu, Baijian Yang, Tonglin Zhang, 2019, 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA).

Finding the best box-cox transformation from massive datasets on spark

Baijian Yang, Tonglin Zhang, Huayi Fang, 2017, 2017 IEEE International Conference on Big Data (Big Data).

Spatial Scan Statistics in Loglinear Models

Tonglin Zhang, Ge Lin, G. Lin, 2007 .

An exact approach to ridge regression for big data

Baijian Yang, Tonglin Zhang, B. Yang, 2017, Computational Statistics.

A decomposition of Moran's I for clustering detection

Tonglin Zhang, Ge Lin, G. Lin, 2007, Comput. Stat. Data Anal..

Big Data Dimension Reduction Using PCA

Baijian Yang, Tonglin Zhang, B. Yang, 2016, 2016 IEEE International Conference on Smart Cloud (SmartCloud).

Testing proportionality between the first-order intensity functions of spatial point processes

Tonglin Zhang, Run Zhuang, Tonglin Zhang, 2017, J. Multivar. Anal..

General Gaussian estimation

Tonglin Zhang, Tonglin Zhang, 2019, J. Multivar. Anal..

Spatial Disease Surveillance: Methods and Applications

Tonglin Zhang, Tonglin Zhang, 2010 .

On Moran's | coefficient under heterogeneity

Tonglin Zhang, Ge Lin, G. Lin, 2016, Comput. Stat. Data Anal..

Computational Statistics and Data Analysis Family of Power Divergence Spatial Scan Statistics

Tonglin Zhang, Ge Lin, G. Lin, 2022 .

Spatial Scan Statistics

Tonglin Zhang, Tonglin Zhang, 2013 .

Streaming Algorithm for Big Data Logistic Regression

Baijian Yang, Tonglin Zhang, Mengyao Wang, 2018, 2018 IEEE International Conference on Big Data (Big Data).

Detection and localization of hidden radioactive sources with spatial statistical method

Hong Wan, Yu Zhu, Tonglin Zhang, 2012, Annals of Operations Research.

A Study of Exact Ridge Regression for Big Data

Xiang Liu, Baijian Yang, Tonglin Zhang, 2018, 2018 IEEE International Conference on Big Data (Big Data).

Detecting and Locating Radioactive Signals with Wireless Sensor Networks

Tonglin Zhang, 2011 .

Substationarity for spatial point processes

Jorge Mateu, Tonglin Zhang, J. Mateu, 2017, J. Multivar. Anal..

Wald-based spatial scan statistics for cluster detection

Ying Liu, Tonglin Zhang, Yawen Liu, 2018, Comput. Stat. Data Anal..

Box–Cox Transformation in Big Data

Baijian Yang, Tonglin Zhang, B. Yang, 2017, Technometrics.

Flexible Principal Component Analysis for Exponential Family Distributions

Tonglin Zhang, Baijian Yang, Qianqian Song, 2021, 2108.06876.

Iteratively reweighted least squares with random effects for maximum likelihood in generalized linear mixed effects models

Tonglin Zhang, Tonglin Zhang, 2021 .

Generalized k-means in GLMs with applications to the outbreak of COVID-19 in the United States

Tonglin Zhang, Ge Lin, G. Lin, 2020, Computational Statistics & Data Analysis.

Online multiple learning with working sufficient statistics for generalized linear models in big data

Tonglin Zhang, Baijian Yang, 2021, Statistics and Its Interface.

On the local odds ratio between points and marks in marked point processes

Tonglin Zhang, Qianlai Zhuang, Q. Zhuang, 2014 .

Cluster Detection Based on Spatial Associations and Iterated Residuals in Generalized Linear Mixed Models

Tonglin Zhang, Ge Lin, G. Lin, 2009, Biometrics.

Dimension reduction for big data

Baijian Yang, Tonglin Zhang, B. Yang, 2018 .

Test for the First-Order Stationarity for Spatial Point Processes in Arbitrary Regions

Tonglin Zhang, Tonglin Zhang, Bingrou Zhou, 2014 .

Footprint of recycled water subsidies downwind of Lake Michigan

Tonglin Zhang, Gabriel J. Bowen, Casey D. Kennedy, 2012 .

A Kolmogorov-Smirnov type test for independence between marks and points of marked point processes

Tonglin Zhang, Tonglin Zhang, 2014 .

Credible and confidence sets for restricted parameter spaces

Tonglin Zhang, Michael Woodroofe, 2003 .

On Independence and Separability between Points and Marks of Marked Point Processes

Tonglin Zhang, Tonglin Zhang, 2017 .

A Supplemental Indicator of High‐Value or Low‐Value Spatial Clustering

Tonglin Zhang, Ge Lin, G. Lin, 2006 .

Identification of local clusters for count data: a model-based Moran's I test

Tonglin Zhang, Ge Lin, G. Lin, 2008 .

A measure of spatial stratified heterogeneity

Tonglin Zhang, Jinfeng Wang, Bojie Fu, 2016 .

Spatial scan statistics with overdispersion.

Tonglin Zhang, Zuoyi Zhang, Ge Lin, 2012, Statistics in medicine.

Limiting distribution of the G statistics

Tonglin Zhang, Tonglin Zhang, 2008 .