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Hui Zou
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2020 – today
- 2024
- [j35]Zhi Wang, Heng Zhou
, Ping Zhong, Hui Zou:
Cross-view multi-layer perceptron for incomplete multi-view learning. Appl. Soft Comput. 157: 111510 (2024) - [j34]Hui Zou
Modelling vegetation dynamics for future climates in Australian catchments: Comparison of a conceptual eco-hydrological modelling approach with a deep learning alternative. Environ. Model. Softw. 181: 106179 (2024) - [j33]Oh-Ran Kwon, Zhaosong Lu, Hui Zou
Exactly Uncorrelated Sparse Principal Component Analysis. J. Comput. Graph. Stat. 33(1): 231-241 (2024) - [i3]Xinran Wu, Hui Zou, Yidan Xing, Jingjing Qu, Qiongxiu Li, Renxia Xue, Xiaoming Fu:
An Intelligent Innovation Dataset on Scientific Research Outcomes. CoRR abs/2409.06936 (2024) - 2023
- [j32]Oh-Ran Kwon, Hui Zou:
Leaky Hockey Stick Loss: The First Negatively Divergent Margin-based Loss Function for Classification. J. Mach. Learn. Res. 24: 239:1-239:40 (2023) - [j31]Boxiang Wang
Density-Convoluted Support Vector Machines for High-Dimensional Classification. IEEE Trans. Inf. Theory 69(4): 2523-2536 (2023) - 2022
- [j30]Tengyun Zhao, Zhencai Shen, Hui Zou, Ping Zhong, Yingyi Chen:
Unsupervised adversarial domain adaptation based on interpolation image for fish detection in aquaculture. Comput. Electron. Agric. 198: 107004 (2022) - [j29]Zhi Wang
Retargeted multi-view classification via structured sparse learning. Signal Process. 197: 108538 (2022) - [j28]Boxiang Wang
Fast and Exact Leave-One-Out Analysis of Large-Margin Classifiers. Technometrics 64(3): 291-298 (2022) - [c10]Yanbiao Li, Hui Zou, Yuxuan Chen, Yinbo Xu, Zhuoran Ma, Di Ma, Ying Hu, Gaogang Xie:
The Hanging ROA: A Secure and Scalable Encoding Scheme for Route Origin Authorization. INFOCOM 2022: 21-30 - 2021
- [j27]Hui Zou
Exploring the Classification and Restructuring of Chemical Industrial Cities in China: The Perspectives of Sectoral and Spatial Differences. Complex. 2021: 8820384:1-8820384:19 (2021) - [j26]Xianhong Qin, Hui Zou
Changing Regional Inequality Patterns in Western China: A Case Study of Xinjiang. Complex. 2021: 9160354:1-9160354:12 (2021) - [j25]Guohun Zhu, Liping Li, Yuebin Zheng, Xiaowei Zhang, Hui Zou:
Forecasting Influenza Based on Autoregressive Moving Average and Holt-Winters Exponential Smoothing Models. J. Adv. Comput. Intell. Intell. Informatics 25(1): 138-144 (2021) - [j24]Qiang Lin, Liran Yang, Ping Zhong
Robust supervised multi-view feature selection with weighted shared loss and maximum margin criterion. Knowl. Based Syst. 229: 107331 (2021) - [j23]Zhiqiang Zhang, Zeqian Xu, Junyan Tan, Hui Zou:
Multi-class support vector machine based on the minimization of class variance. Neural Process. Lett. 53(1): 517-533 (2021) - [c9]Hui Zou, Di Ma, Qing Shao, Wei Mao:
The Horizontal INR Conflict-Detection Algorithm: Revealing INR Reallocation and Reauthorization in RPKI. IM 2021: 459-465 - 2020
- [j22]Huijie Guo, Hui Zou, Junyan Tan:
Semi-supervised dimensionality reduction via sparse locality preserving projection. Appl. Intell. 50(4): 1222-1232 (2020) - [j21]Shixiang Chen
An Alternating Manifold Proximal Gradient Method for Sparse Principal Component Analysis and Sparse Canonical Correlation Analysis. INFORMS J. Optim. 2(3): 192-208 (2020) - [j20]Xin Zhang, Qing Mai, Hui Zou:
The Maximum Separation Subspace in Sufficient Dimension Reduction with Categorical Response. J. Mach. Learn. Res. 21: 29:1-29:36 (2020) - [j19]Hui Zou
Comment: Ridge Regression - Still Inspiring After 50 Years. Technometrics 62(4): 456-458 (2020) - [j18]Abhirup Datta, Hui Zou
A Note on Cross-Validation for Lasso Under Measurement Errors. Technometrics 62(4): 549-556 (2020) - [j17]Yuwen Gu
Sparse Composite Quantile Regression in Ultrahigh Dimensions With Tuning Parameter Calibration. IEEE Trans. Inf. Theory 66(11): 7132-7154 (2020)
2010 – 2019
- 2019
- [j16]Boxiang Wang
A Multicategory Kernel Distance Weighted Discrimination Method for Multiclass Classification. Technometrics 61(3): 396-408 (2019) - [c8]Xiaofeng Liu, Hui Zou, Wanyu Niu, Yuqing Song, Wenzhang He:
An Approach of Traffic Accident Scene Reconstruction Using Unmanned Aerial Vehicle Photogrammetry. SSIP 2019: 31-34 - [i2]Shixiang Chen, Shiqian Ma, Lingzhou Xue, Hui Zou:
An Alternating Manifold Proximal Gradient Method for Sparse PCA and Sparse CCA. CoRR abs/1903.11576 (2019) - 2018
- [j15]Hui Zou
A Selective Overview of Sparse Principal Component Analysis. Proc. IEEE 106(8): 1311-1320 (2018) - [j14]Yi Yang, Teng Zhang, Hui Zou
Flexible Expectile Regression in Reproducing Kernel Hilbert Spaces. Technometrics 60(1): 26-35 (2018) - [j13]Yuwen Gu
ADMM for High-Dimensional Sparse Penalized Quantile Regression. Technometrics 60(3): 319-331 (2018) - 2016
- [j12]Danning Li, Hui Zou
SURE Information Criteria for Large Covariance Matrix Estimation and Their Asymptotic Properties. IEEE Trans. Inf. Theory 62(4): 2153-2169 (2016) - [c7]Hui Zou:
Protection of Personal Information Security in the Age of Big Data. CIS 2016: 586-589 - [c6]Hui Zou, Ji-Xiang Du, Chuan-Min Zhai, Jing Wang:
Deep Learning and Shared Representation Space Learning Based Cross-Modal Multimedia Retrieval. ICIC (2) 2016: 322-331 - 2015
- [j11]Qing Mai, Hui Zou
Sparse semiparametric discriminant analysis. J. Multivar. Anal. 135: 175-188 (2015) - [j10]Yi Yang, Hui Zou
A fast unified algorithm for solving group-lasso penalize learning problems. Stat. Comput. 25(6): 1129-1141 (2015) - [j9]Qing Mai, Hui Zou
Nonparametric Variable Transformation in Sufficient Dimension Reduction. Technometrics 57(1): 1-10 (2015) - 2014
- [j8]Nickolay T. Trendafilov
Sparse matrices in data analysis. Comput. Stat. 29(3): 403-405 (2014) - [i1]Danning Li, Hui Zou:
SURE Information Criteria for Large Covariance Matrix Estimation and Their Asymptotic Properties. CoRR abs/1406.6514 (2014) - 2013
- [j7]Feng Yi, Hui Zou
SURE-tuned tapering estimation of large covariance matrices. Comput. Stat. Data Anal. 58: 339-351 (2013) - [j6]Lingzhou Xue, Hui Zou
Minimax optimal estimation of general bandable covariance matrices. J. Multivar. Anal. 116: 45-51 (2013) - [j5]Shiqian Ma, Lingzhou Xue, Hui Zou
Alternating Direction Methods for Latent Variable Gaussian Graphical Model Selection. Neural Comput. 25(8): 2172-2198 (2013) - [j4]Qing Mai, Hui Zou
A Note On the Connection and Equivalence of Three Sparse Linear Discriminant Analysis Methods. Technometrics 55(2): 243-246 (2013) - 2012
- [c5]Xiaopei Liu, Hui Zou, Teng Fei, Cheng Zhu, Yanxiang Geng:
Design and implementation of CRM system based on MVC framework. FSKD 2012: 2656-2659 - 2011
- [j3]Lingyan Ruan, Ming Yuan
Regularized Parameter Estimation in High-Dimensional Gaussian Mixture Models. Neural Comput. 23(6): 1605-1622 (2011)
2000 – 2009
- 2008
- [j2]Li Wang, Ji Zhu, Hui Zou
Hybrid huberized support vector machines for microarray classification and gene selection. Bioinform. 24(3): 412-419 (2008) - [j1]Hui Zou
Regularized simultaneous model selection in multiple quantiles regression. Comput. Stat. Data Anal. 52(12): 5296-5304 (2008) - 2007
- [c4]Li Wang, Ji Zhu, Hui Zou
Hybrid huberized support vector machines for microarray classification. ICML 2007: 983-990 - [c3]Hui Zou:
An Improved 1-norm SVM for Simultaneous Classification and Variable Selection. AISTATS 2007: 675-681 - [p1]Ji Zhu, Hui Zou
Variable Selection for the Linear Support Vector Machine. Trends in Neural Computation 2007: 35-59 - 2004
- [c2]Saharon Rosset, Ji Zhu, Hui Zou, Trevor Hastie:
A Method for Inferring Label Sampling Mechanisms in Semi-Supervised Learning. NIPS 2004: 1161-1168 - 2001
- [c1]Amy M. Beckwith, Berthe Y. Choueiry, Hui Zou:
How the Level of Interchangeability Embedded in a Finite Constraint Satisfaction Problem Affects the Performance of Search. Australian Joint Conference on Artificial Intelligence 2001: 50-61
Coauthor Index
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