Hui Zou

According to our database, Hui Zou authored at least 48 papers between 2001 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Exactly Uncorrelated Sparse Principal Component Analysis.

Oh-Ran Kwon, Zhaosong Lu, Hui Zou

J. Comput. Graph. Stat., 2024

Modelling vegetation dynamics for future climates in Australian catchments: Comparison of a conceptual eco-hydrological modelling approach with a deep learning alternative.

Hui Zou, Lucy A. Marshall, Ashish Sharma, Jie Jian, Clare Stephens, Philippa Higgins

Environ. Model. Softw., 2024

An Intelligent Innovation Dataset on Scientific Research Outcomes.

Xinran Wu, Hui Zou, Yidan Xing, Jingjing Qu, Qiongxiu Li, Renxia Xue, Xiaoming Fu

CoRR, 2024

Cross-view multi-layer perceptron for incomplete multi-view learning.

Zhi Wang, Heng Zhou, Ping Zhong, Hui Zou

Appl. Soft Comput., 2024

2023

Density-Convoluted Support Vector Machines for High-Dimensional Classification.

Boxiang Wang, Le Zhou, Yuwen Gu, Hui Zou

IEEE Trans. Inf. Theory, April, 2023

Leaky Hockey Stick Loss: The First Negatively Divergent Margin-based Loss Function for Classification.

Oh-Ran Kwon, Hui Zou

J. Mach. Learn. Res., 2023

2022

Fast and Exact Leave-One-Out Analysis of Large-Margin Classifiers.

Boxiang Wang, Hui Zou

Technometrics, 2022

Retargeted multi-view classification via structured sparse learning.

Zhi Wang, Zhencai Shen, Hui Zou, Ping Zhong, Yingyi Chen

Signal Process., 2022

Unsupervised adversarial domain adaptation based on interpolation image for fish detection in aquaculture.

Tengyun Zhao, Zhencai Shen, Hui Zou, Ping Zhong, Yingyi Chen

Comput. Electron. Agric., 2022

The Hanging ROA: A Secure and Scalable Encoding Scheme for Route Origin Authorization.

Yanbiao Li, Hui Zou, Yuxuan Chen, Yinbo Xu, Zhuoran Ma, Di Ma, Ying Hu, Gaogang Xie

Proceedings of the IEEE INFOCOM 2022, 2022

2021

Multi-class support vector machine based on the minimization of class variance.

Zhiqiang Zhang, Zeqian Xu, Junyan Tan, Hui Zou

Neural Process. Lett., 2021

Robust supervised multi-view feature selection with weighted shared loss and maximum margin criterion.

Qiang Lin, Liran Yang, Ping Zhong, Hui Zou

Knowl. Based Syst., 2021

Forecasting Influenza Based on Autoregressive Moving Average and Holt-Winters Exponential Smoothing Models.

Guohun Zhu, Liping Li, Yuebin Zheng, Xiaowei Zhang, Hui Zou

J. Adv. Comput. Intell. Intell. Informatics, 2021

Exploring the Classification and Restructuring of Chemical Industrial Cities in China: The Perspectives of Sectoral and Spatial Differences.

Hui Zou, Xuejun Duan, Lei Wang, Tingting Jin

Complex., 2021

Changing Regional Inequality Patterns in Western China: A Case Study of Xinjiang.

Xianhong Qin, Hui Zou, Lei Wang

Complex., 2021

The Horizontal INR Conflict-Detection Algorithm: Revealing INR Reallocation and Reauthorization in RPKI.

Hui Zou, Di Ma, Qing Shao, Wei Mao

Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021

2020

An Alternating Manifold Proximal Gradient Method for Sparse Principal Component Analysis and Sparse Canonical Correlation Analysis.

Shixiang Chen, Shiqian Ma, Lingzhou Xue, Hui Zou

INFORMS J. Optim., July, 2020

Sparse Composite Quantile Regression in Ultrahigh Dimensions With Tuning Parameter Calibration.

Yuwen Gu, Hui Zou

IEEE Trans. Inf. Theory, 2020

Comment: Ridge Regression - Still Inspiring After 50 Years.

Hui Zou

Technometrics, 2020

A Note on Cross-Validation for Lasso Under Measurement Errors.

Abhirup Datta, Hui Zou

Technometrics, 2020

The Maximum Separation Subspace in Sufficient Dimension Reduction with Categorical Response.

Xin Zhang, Qing Mai, Hui Zou

J. Mach. Learn. Res., 2020

Semi-supervised dimensionality reduction via sparse locality preserving projection.

Huijie Guo, Hui Zou, Junyan Tan

Appl. Intell., 2020

2019

A Multicategory Kernel Distance Weighted Discrimination Method for Multiclass Classification.

Boxiang Wang, Hui Zou

Technometrics, 2019

An Alternating Manifold Proximal Gradient Method for Sparse PCA and Sparse CCA.

Shixiang Chen, Shiqian Ma, Lingzhou Xue, Hui Zou

CoRR, 2019

An Approach of Traffic Accident Scene Reconstruction Using Unmanned Aerial Vehicle Photogrammetry.

Xiaofeng Liu, Hui Zou, Wanyu Niu, Yuqing Song, Wenzhang He

Proceedings of the 2019 2nd International Conference on Sensors, 2019

2018

Flexible Expectile Regression in Reproducing Kernel Hilbert Spaces.

Yi Yang, Teng Zhang, Hui Zou

Technometrics, 2018

ADMM for High-Dimensional Sparse Penalized Quantile Regression.

Yuwen Gu, Jun Fan, Lingchen Kong, Shiqian Ma, Hui Zou

Technometrics, 2018

A Selective Overview of Sparse Principal Component Analysis.

Hui Zou, Lingzhou Xue

Proc. IEEE, 2018

2016

SURE Information Criteria for Large Covariance Matrix Estimation and Their Asymptotic Properties.

Danning Li, Hui Zou

IEEE Trans. Inf. Theory, 2016

Deep Learning and Shared Representation Space Learning Based Cross-Modal Multimedia Retrieval.

Hui Zou, Ji-Xiang Du, Chuan-Min Zhai, Jing Wang

Proceedings of the Intelligent Computing Theories and Application, 2016

Protection of Personal Information Security in the Age of Big Data.

Hui Zou

Proceedings of the 12th International Conference on Computational Intelligence and Security, 2016

2015

Nonparametric Variable Transformation in Sufficient Dimension Reduction.

Qing Mai, Hui Zou

Technometrics, 2015

A fast unified algorithm for solving group-lasso penalize learning problems.

Yi Yang, Hui Zou

Stat. Comput., 2015

Sparse semiparametric discriminant analysis.

Qing Mai, Hui Zou

J. Multivar. Anal., 2015

2014

Sparse matrices in data analysis.

Nickolay T. Trendafilov, Martin Kleinsteuber, Hui Zou

Comput. Stat., 2014

2013

A Note On the Connection and Equivalence of Three Sparse Linear Discriminant Analysis Methods.

Qing Mai, Hui Zou

Technometrics, 2013

Alternating Direction Methods for Latent Variable Gaussian Graphical Model Selection.

Shiqian Ma, Lingzhou Xue, Hui Zou

Neural Comput., 2013

Minimax optimal estimation of general bandable covariance matrices.

Lingzhou Xue, Hui Zou

J. Multivar. Anal., 2013

SURE-tuned tapering estimation of large covariance matrices.

Feng Yi, Hui Zou

Comput. Stat. Data Anal., 2013

2012

Design and implementation of CRM system based on MVC framework.

Xiaopei Liu, Hui Zou, Teng Fei, Cheng Zhu, Yanxiang Geng

Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

2011

Regularized Parameter Estimation in High-Dimensional Gaussian Mixture Models.

Lingyan Ruan, Ming Yuan, Hui Zou

Neural Comput., 2011

2008

Regularized simultaneous model selection in multiple quantiles regression.

Hui Zou, Ming Yuan

Comput. Stat. Data Anal., 2008

Hybrid huberized support vector machines for microarray classification and gene selection.

Li Wang, Ji Zhu, Hui Zou

Bioinform., 2008

2007

Variable Selection for the Linear Support Vector Machine.

Ji Zhu, Hui Zou

Proceedings of the Trends in Neural Computation, 2007

An Improved 1-norm SVM for Simultaneous Classification and Variable Selection.

Hui Zou

Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007

Hybrid huberized support vector machines for microarray classification.

Li Wang, Ji Zhu, Hui Zou

Proceedings of the Machine Learning, 2007

2004

A Method for Inferring Label Sampling Mechanisms in Semi-Supervised Learning.

Saharon Rosset, Ji Zhu, Hui Zou, Trevor Hastie

Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

2001

How the Level of Interchangeability Embedded in a Finite Constraint Satisfaction Problem Affects the Performance of Search.

Amy M. Beckwith, Berthe Y. Choueiry, Hui Zou

Proceedings of the AI 2001: Advances in Artificial Intelligence, 2001