Aijun Zhang

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 36

Top Topics

Machine Learning

Canonical Correlation Analysis

Top Venues

IEEE Trans. Knowl. Data Eng.

ACM Trans. Asian Low Resour. Lang. Inf. Process.

Publications

Zheng Zhou, Zebin Yang, Aijun Zhang, Yong-Dao Zhou
Efficient Model-Free Subsampling Method for Massive Data. Technometrics 66 (2) (2024)
Guangjun Qu, Yue Wu, Zhihong Lv, Dequan Zhao, Yingpeng Lu, Kefa Zhou, Jiakui Tang, Qing Zhang, Aijun Zhang
Road-MobileSeg: Lightweight and Accurate Road Extraction Model from Remote Sensing Images for Mobile Devices. Sensors 24 (2) (2024)
Mei Zhang, Yong-Dao Zhou, Zheng Zhou, Aijun Zhang
Model-Free Subsampling Method Based on Uniform Designs. IEEE Trans. Knowl. Data Eng. 36 (3) (2024)
Lingfang Li, Aijun Zhang, Ming-Xing Luo
DSISA: A New Neural Machine Translation Combining Dependency Weight and Neighbors. ACM Trans. Asian Low Resour. Lang. Inf. Process. 23 (2) (2024)
Linwei Hu, Vijayan N. Nair, Agus Sudjianto, Aijun Zhang, Jie Chen
Interpretable Machine Learning based on Functional ANOVA Framework: Algorithms and Comparisons. CoRR (2023)
Canhong Wen, Xueqin Wang, Aijun Zhang
Trend Filtering. INFORMS J. Comput. 35 (6) (2023)
Agus Sudjianto, Aijun Zhang, Zebin Yang, Yu Su, Ningzhou Zeng
PiML Toolbox for Interpretable Machine Learning Model Development and Validation. CoRR (2023)
Shijie Cui, Agus Sudjianto, Aijun Zhang, Runze Li
Enhancing Robustness of Gradient-Boosted Decision Trees through One-Hot Encoding and Regularization. CoRR (2023)
Mingchao Shao, Chenwei Nie, Aijun Zhang, Liangsheng Shi, Yuanyuan Zha, Honggen Xu, Hongye Yang, Xun Yu, Yi Bai, Shuaibing Liu, Minghan Cheng, Tao Lin, Ningbo Cui, Wenbin Wu, Xiuliang Jin
Quantifying effect of maize tassels on LAI estimation based on multispectral imagery and machine learning methods. Comput. Electron. Agric. 211 (2023)
Guokai Zhang, Mengpei Jia, Lin Gao, Jihao Luo, Aijun Zhang, Yongyong Chen, Peipei Shan, Binghui Zhao
Saliency Transfer Learning and Central-Cropping Network for Prostate Cancer Classification. Neural Process. Lett. 55 (3) (2023)
Agus Sudjianto, Zebin Yang, Aijun Zhang
Single-Index Model Tree. IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Guanpeng Qi, Aijun Zhang, Ze Xu, Zhaohang Li, Wenbo Zeng, Xin Liu, Juman Ma, Xiaosong Zheng, Zuojing Li
Application of a Complex Network Modeling Approach to Explore the Material Basis and Mechanisms of Traditional Chinese Medicine: A Case Study of Xuefu Zhuyu Decoction for the Treatment of Two Types of Angina Pectoris. IEEE Access 10 (2022)
Kun Kuang, Hengtao Zhang, Runze Wu, Fei Wu, Yueting Zhuang, Aijun Zhang
Balance-Subsampled Stable Prediction Across Unknown Test Data. ACM Trans. Knowl. Discov. Data 16 (3) (2022)
Zebin Yang, Aijun Zhang
Hyperparameter Optimization via Sequential Uniform Designs. J. Mach. Learn. Res. 22 (2021)
Zebin Yang, Aijun Zhang, Agus Sudjianto
Enhancing Explainability of Neural Networks Through Architecture Constraints. IEEE Trans. Neural Networks Learn. Syst. 32 (6) (2021)
Zebin Yang, Aijun Zhang, Agus Sudjianto
GAMI-Net: An explainable neural network based on generalized additive models with structured interactions. Pattern Recognit. 120 (2021)
Shaojie Xu, Joel Vaughan, Jie Chen, Aijun Zhang, Agus Sudjianto
Traversing the Local Polytopes of ReLU Neural Networks: A Unified Approach for Network Verification. CoRR (2021)
Agus Sudjianto, Aijun Zhang
Designing Inherently Interpretable Machine Learning Models. CoRR (2021)
Shichuan Liu, Teng Mu, Aijun Zhang
Optimal Power Flow Calculation of Power System Based on Vector Distance Immune Algorithm. SPIoT (1) (2021)
Zebin Yang, Hengtao Zhang, Agus Sudjianto, Aijun Zhang
An effective SteinGLM initialization scheme for training multi-layer feedforward sigmoidal neural networks. Neural Networks 139 (2021)
Zebin Yang, Hengtao Zhang, Agus Sudjianto, Aijun Zhang
An Effective and Efficient Initialization Scheme for Multi-layer Feedforward Neural Networks. CoRR (2020)
Yifeng Guo, Yu Su, Zebin Yang, Aijun Zhang
Explainable Recommendation Systems by Generalized Additive Models with Manifest and Latent Interactions. CoRR (2020)
Zebin Yang, Aijun Zhang
Hyperparameter Optimization via Sequential Uniform Designs. CoRR (2020)
Agus Sudjianto, William Knauth, Rahul Singh, Zebin Yang, Aijun Zhang
Unwrapping The Black Box of Deep ReLU Networks: Interpretability, Diagnostics, and Simplification. CoRR (2020)
Aijun Zhang, Hengtao Zhang, Guosheng Yin
Adaptive iterative Hessian sketch via A-optimal subsampling. Stat. Comput. 30 (4) (2020)
Kun Kuang, Hengtao Zhang, Fei Wu, Yueting Zhuang, Aijun Zhang
Balance-Subsampled Stable Prediction. CoRR (2020)
Zebin Yang, Aijun Zhang, Agus Sudjianto
GAMI-Net: An Explainable Neural Network based on Generalized Additive Models with Structured Interactions. CoRR (2020)
Zebin Yang, Dennis K. J. Lin, Aijun Zhang
Interval-valued data prediction via regularized artificial neural network. Neurocomputing 331 (2019)
Aijun Zhang, Hengtao Zhang, Guosheng Yin
Adaptive Iterative Hessian Sketch via A-Optimal Subsampling. CoRR (2019)
Zebin Yang, Aijun Zhang, Agus Sudjianto
Enhancing Explainability of Neural Networks through Architecture Constraints. CoRR (2019)
Jinyang Lin, Pingjun Zhang, Aijun Zhang
An Integrated System for Regional Environmental Parameters Business Data Distribution Based on Internet of Things. J. Inf. Hiding Multim. Signal Process. 10 (1) (2019)
Feng Yang, Yong-Dao Zhou, Aijun Zhang
Mixed-level column augmented uniform designs. J. Complex. 53 (2019)
Youming Lu, Lei Yuan, Xin Chen, Aijun Zhang, Pengqi Zhang, Dongdong Zou
Systematic analysis and identification of unexpected interactions from the neuroprotein drug interactome in hydrocephalus pharmacological intervention. J. Bioinform. Comput. Biol. 17 (1) (2019)
Lai Jiang, Chaoliang Tang, Jie Rao, Qing Xue, Hao Wu, Dabao Wu, Aijun Zhang, Ling Chen, Zhen Shen, Lei Lei
Systematic identification of the druggable interactions between human protein kinases and naturally occurring compounds in endometriosis. Comput. Biol. Chem. 71 (2017)
Jianshan Lu, Weidong Xie, Hongbo Zhou, Aijun Zhang
An optimized nonlinear grey Bernoulli model and its applications. Neurocomputing 177 (2016)
Liang Tao, Horace H. S. Ip, Aijun Zhang, Xin Shu
Exploring canonical correlation analysis with subspace and structured sparsity for web image annotation. Image Vis. Comput. 54 (2016)
Anna Vainchtein, Erik S. Van Vleck, Aijun Zhang
Propagation of Periodic Patterns in a Discrete System with Competing Interactions. SIAM J. Appl. Dyn. Syst. 14 (2) (2015)
Agus Sudjianto, Sheela Nair, Ming Yuan, Aijun Zhang, Daniel A. Kern, Fernando Cela-Díaz
Statistical Methods for Fighting Financial Crimes. Technometrics 52 (1) (2010)
Kai-Tai Fang, Aijun Zhang, Runze Li
An effective algorithm for generation of factorial designs with generalized minimum aberration. J. Complex. 23 (4-6) (2007)
Agus Sudjianto, Fernando Cela-Díaz, Aijun Zhang, Ming Yuan
Anomaly Detection in High-Dimensional Financial Databases. MLMTA (2007)
Jiakui Tang, Aijun Zhang, Zhengmin He
The earth surface reflectance retrieval by exploiting the synergy of TERRA and AQUA MODIS data. IGARSS (2007)
Jiakui Tang, Yong Xue, Yanning Guan, Tong Yu, Linxiang Liang, Yincui Hu, Ying Luo, Guoyin Cai, Jianqin Wang, Shaobo Zhong, Yanguang Wang, Aijun Zhang
A new approach to generate the look-up table for aerosol remote sensing on grid platform. IGARSS (2004)
Aijun Zhang, Yong Xue, Xiaosong Sun, Yincui Hu, Ying Luo, Yanguang Wang, Shaobo Zhong, Jianqin Wang, Jiakui Tang, Guoyin Cai
Reconstruction of 3D Curvilinear Wireframe Model from 2D Orthographic Views. International Conference on Computational Science (2004)
Jianqin Wang, Xiaosong Sun, Yong Xue, Yincui Hu, Ying Luo, Yanguang Wang, Shaobo Zhong, Aijun Zhang, Jiakui Tang, Guoyin Cai
Preliminary Study on Unsupervised Classification of Remotely Sensed Images on the Grid. International Conference on Computational Science (2004)
Yincui Hu, Yong Xue, Jianqin Wang, Xiaosong Sun, Guoyin Cai, Jiakui Tang, Ying Luo, Shaobo Zhong, Yanguang Wang, Aijun Zhang
Feasibility Study of Geo-spatial Analysis Using Grid Computing. International Conference on Computational Science (2004)
Yincui Hu, Yong Xue, Guoyin Cai, Ying Luo, Jianqin Wang, Jiakui Tang, Shaobo Zhong, Yanguang Wang, Xiaosong Sun, Aijun Zhang
An experience on buffer analyzing in grid. IGARSS (2004)
Aijun Zhang, Zhi-Li Wu, Chun Hung Li, Kai-Tai Fang
On Hadamard-Type Output Coding in Multiclass Learning. IDEAL (2003)