Tonglin Zhang

42 papers B 3C 3Journal 23Unranked 13
YearRankTypeTitle / Venue / Authors
2024 J jnl
A Dynamic Multi-Scale Convolution Model for Face Recognition Using Event-Related Potentials.
Sensors
Shengkai Li, Tonglin Zhang, Fangmei Yang, Xian Li, Ziyang Wang, Dongjie Zhao
2024 — conf
Analysis of Infringement Determination Methods in Personal Information Protection Disputes Based on Machine Learning.
GAIIS
Zhengle Li, Ying Pan, Tonglin Zhang, Yan Zhou, Xinying Huang, Xiaolong Chai
2024 J jnl
Cybersecurity Education in the Age of Artificial Intelligence: A Novel Proactive and Collaborative Learning Paradigm.
IEEE Trans. Educ.
Jin Wei-Kocsis, Moein Sabounchi, Gihan J. Mendis, Praveen Fernando, Baijian Yang, Tonglin Zhang
2024 J jnl
Spatial monitoring to reduce COVID-19 vaccine hesitance.
J. Geogr. Syst.
Ge Lin, Tonglin Zhang
2024 B conf
Unsupervised Machine Learning for Detecting and Locating Human-Made Objects in 3D Point Cloud.
IEEE Big Data
Hong Zhao, Huyunting Huang, Tonglin Zhang, Baijian Yang, Jin Wei-Kocsis, Songlin Fei
2024 J jnl
Unsupervised Machine Learning for Detecting and Locating Human-Made Objects in 3D Point Cloud.
CoRR
Hong Zhao, Huyunting Huang, Tonglin Zhang, Baijian Yang, Jin Wei-Kocsis, Songlin Fei
2024 J jnl
Variables selection using L0 penalty.
Comput. Stat. Data Anal.
Tonglin Zhang
2023 — conf
Feature Selection for Unsupervised Machine Learning.
SmartCloud
Huyunting Huang, Ziyang Tang, Tonglin Zhang, Baijian Yang, Qianqian Song, Jing Su
2023 B conf
Improved Clustering Using Nice Initialization.
GLOBECOM
Huyunting Huang, Ziyang Tang, Tonglin Zhang, Baijian Yang
2023 J jnl
Maximum Likelihood Algorithm for Spatial Generalized Linear Mixed Models without Numerical Evaluations of Intractable Integrals.
J. Comput. Graph. Stat.
Tonglin Zhang
2023 — conf
PINet: Privileged Information Improve the Interpretablity and generalization of structural MRI in Alzheimer's Disease.
BCB
Zijia Tang, Tonglin Zhang, Qianqian Song, Jing Su, Baijian Yang
2023 J jnl
SpaRx: elucidate single-cell spatial heterogeneity of drug responses for personalized treatment.
Briefings Bioinform.
Ziyang Tang, Xiang Liu, Zuotian Li, Tonglin Zhang, Baijian Yang, Jing Su, Qianqian Song
2023 J jnl
spaCI: deciphering spatial cellular communications through adaptive graph model.
Briefings Bioinform.
Ziyang Tang, Tonglin Zhang, Baijian Yang, Jing Su, Qianqian Song
2022 J jnl
Asymptotics for The k-means.
CoRR
Tonglin Zhang
2022 C conf
Cybersecurity Education in the Age of Artificial Intelligence: A Novel Proactive and Collaborative Learning Paradigm.
FIE
Jin Wei-Kocsis, Moein Sabounchi, Baijian Yang, Tonglin Zhang
2022 — conf
SemiCon: A Semi-supervised Learning for Industrial Image Inspection.
CSCloud/EdgeCom
Weitao Tang, Tonglin Zhang, Baijian Yang
2021 J jnl
Generalized k-means in GLMs with applications to the outbreak of COVID-19 in the United States.
Comput. Stat. Data Anal.
Tonglin Zhang, Ge Lin
2020 — conf
HOOD: High-Order Orthogonal Decomposition for Tensors.
SmartCom
Weitao Tang, Xiang Liu, Huyunting Huang, Ziyang Tang, Tonglin Zhang, Baijian Yang
2020 C conf
Low-Rank Sparse Tensor Approximations for Large High-Resolution Videos.
ICMLA
Xiang Liu, Huyunting Huang, Weitao Tang, Tonglin Zhang, Baijian Yang
2020 B conf
Regression PCA for Moving Objects Separation.
GLOBECOM
Huyunting Huang, Xiang Liu, Tonglin Zhang, Baijian Yang
2019 J jnl
General Gaussian estimation.
J. Multivar. Anal.
Tonglin Zhang
2019 C conf
Multiple Learning for Regression in Big Data.
ICMLA
Xiang Liu, Ziyang Tang, Huyunting Huang, Tonglin Zhang, Baijian Yang
2019 J jnl
Multiple Learning for Regression in big data.
CoRR
Xiang Liu, Ziyang Tang, Huyunting Huang, Tonglin Zhang, Baijian Yang
2019 — conf
Sparse Block Regression (SBR) for Big Data with Categorical Variables.
IEEE BigData
Xiang Liu, Huyunting Huang, Ziyang Tang, Tonglin Zhang, Baijian Yang
2019 J jnl
Substationarity for spatial point processes.
J. Multivar. Anal.
Tonglin Zhang, Jorge Mateu
2018 — conf
A Study of Exact Ridge Regression for Big Data.
IEEE BigData
Wanchih Chiang, Xiang Liu, Tonglin Zhang, Baijian Yang
2018 — conf
Streaming Algorithm for Big Data Logistic Regression.
IEEE BigData
Baijian Yang, Mengyao Wang, Zhenzhi Xu, Tonglin Zhang
2018 J jnl
Wald-based spatial scan statistics for cluster detection.
Comput. Stat. Data Anal.
Ying Liu, Yawen Liu, Tonglin Zhang
2017 J jnl
An exact approach to ridge regression for big data.
Comput. Stat.
Tonglin Zhang, Baijian Yang
2017 J jnl
Box-Cox Transformation in Big Data.
Technometrics
Tonglin Zhang, Baijian Yang
2017 — conf
Finding the best box-cox transformation from massive datasets on spark.
IEEE BigData
Huayi Fang, Baijian Yang, Tonglin Zhang
2017 J jnl
Testing proportionality between the first-order intensity functions of spatial point processes.
J. Multivar. Anal.
Tonglin Zhang, Run Zhuang
2016 — conf
A Scalable Feature Selection and Model Updating Approach for Big Data Machine Learning.
SmartCloud
Baijian Yang, Tonglin Zhang
2016 — conf
A Scalable Meta-Model for Big Data Security Analyses.
BigDataSecurity/HPSC/IDS
Baijian Yang, Tonglin Zhang
2016 — conf
Big Data Dimension Reduction Using PCA.
SmartCloud
Tonglin Zhang, Baijian Yang
2016 J jnl
On Moran's | coefficient under heterogeneity.
Comput. Stat. Data Anal.
Tonglin Zhang, Ge Lin
2014 J jnl
Family of power divergence spatial scan statistics.
Comput. Stat. Data Anal.
Tonglin Zhang, Ge Lin
2013 J jnl
On the limiting distribution of the spatial scan statistic.
J. Multivar. Anal.
Tonglin Zhang, Ge Lin
2012 J jnl
Detection and localization of hidden radioactive sources with spatial statistical method.
Ann. Oper. Res.
Hong Wan, Tonglin Zhang, Yu Zhu
2011 — conf
Enabling online geospatial isotopic model development and analysis.
TG
Hyojeong Lee, Lan Zhao, Gabriel J. Bowen, Chris C. Miller, Ajay Kalangi, Tonglin Zhang, Jason B. West
2009 J jnl
Spatial scan statistics in loglinear models.
Comput. Stat. Data Anal.
Tonglin Zhang, Ge Lin
2007 J jnl
A decomposition of Moran's I for clustering detection.
Comput. Stat. Data Anal.
Tonglin Zhang, Ge Lin