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Aijun Zhang
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2020 – today
- 2025
- [j27]Azmy S. Ackleh, Nicolas Saintier, Aijun Zhang:
A multiple-strain pathogen model with diffusion on the space of Radon measures. Commun. Nonlinear Sci. Numer. Simul. 140: 108402 (2025) - 2024
- [j26]Guangjun Qu
, Yue Wu, Zhihong Lv, Dequan Zhao, Yingpeng Lu, Kefa Zhou, Jiakui Tang
Road-MobileSeg: Lightweight and Accurate Road Extraction Model from Remote Sensing Images for Mobile Devices. Sensors 24(2): 531 (2024) - [j25]Lingfang Li
DSISA: A New Neural Machine Translation Combining Dependency Weight and Neighbors. ACM Trans. Asian Low Resour. Lang. Inf. Process. 23(2): 27:1-27:16 (2024) - [j24]Zheng Zhou
Efficient Model-Free Subsampling Method for Massive Data. Technometrics 66(2): 240-252 (2024) - [j23]Mei Zhang
Model-Free Subsampling Method Based on Uniform Designs. IEEE Trans. Knowl. Data Eng. 36(3): 1210-1220 (2024) - [j22]Hengtao Zhang, Zebin Yang
A Sequential Stein's Method for Faster Training of Additive Index Models. IEEE Trans. Neural Networks Learn. Syst. 35(10): 13941-13950 (2024) - [i15]Agus Sudjianto, Aijun Zhang:
Model Validation Practice in Banking: A Structured Approach. CoRR abs/2410.13877 (2024) - [i14]Andrew Pangia, Agus Sudjianto, Aijun Zhang, Taufiquar Khan:
Less Discriminatory Alternative and Interpretable XGBoost Framework for Binary Classification. CoRR abs/2410.19067 (2024) - [i13]Zebin Yang, Agus Sudjianto, Xiaoming Li, Aijun Zhang:
Inherently Interpretable Tree Ensemble Learning. CoRR abs/2410.19098 (2024) - 2023
- [j21]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
Quantifying effect of maize tassels on LAI estimation based on multispectral imagery and machine learning methods. Comput. Electron. Agric. 211: 108029 (2023) - [j20]Canhong Wen
ℓ0 Trend Filtering. INFORMS J. Comput. 35(6): 1491-1510 (2023) - [j19]Guokai Zhang, Mengpei Jia, Lin Gao, Jihao Luo, Aijun Zhang, Yongyong Chen
Saliency Transfer Learning and Central-Cropping Network for Prostate Cancer Classification. Neural Process. Lett. 55(3): 2391-2403 (2023) - [j18]Agus Sudjianto, Zebin Yang
Single-Index Model Tree. IEEE Trans. Knowl. Data Eng. 35(3): 3101-3114 (2023) - [i12]Shijie Cui, Agus Sudjianto, Aijun Zhang, Runze Li:
Enhancing Robustness of Gradient-Boosted Decision Trees through One-Hot Encoding and Regularization. CoRR abs/2304.13761 (2023) - [i11]Linwei Hu, Vijayan N. Nair, Agus Sudjianto, Aijun Zhang, Jie Chen:
Interpretable Machine Learning based on Functional ANOVA Framework: Algorithms and Comparisons. CoRR abs/2305.15670 (2023) - 2022
- [j17]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: 114103-114117 (2022) - [j16]Kun Kuang
Balance-Subsampled Stable Prediction Across Unknown Test Data. ACM Trans. Knowl. Discov. Data 16(3): 45:1-45:21 (2022) - 2021
- [j15]Zebin Yang, Aijun Zhang
Hyperparameter Optimization via Sequential Uniform Designs. J. Mach. Learn. Res. 22: 149:1-149:47 (2021) - [j14]Zebin Yang
An effective SteinGLM initialization scheme for training multi-layer feedforward sigmoidal neural networks. Neural Networks 139: 149-157 (2021) - [j13]Zebin Yang, Aijun Zhang
GAMI-Net: An explainable neural network based on generalized additive models with structured interactions. Pattern Recognit. 120: 108192 (2021) - [j12]Zebin Yang
Enhancing Explainability of Neural Networks Through Architecture Constraints. IEEE Trans. Neural Networks Learn. Syst. 32(6): 2610-2621 (2021) - [c9]Shichuan Liu, Teng Mu, Aijun Zhang:
Optimal Power Flow Calculation of Power System Based on Vector Distance Immune Algorithm. SPIoT (1) 2021: 815-821 - [i10]Agus Sudjianto, Aijun Zhang:
Designing Inherently Interpretable Machine Learning Models. CoRR abs/2111.01743 (2021) - [i9]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 abs/2111.08922 (2021) - 2020
- [j11]Aijun Zhang
Adaptive iterative Hessian sketch via A-optimal subsampling. Stat. Comput. 30(4): 1075-1090 (2020) - [i8]Zebin Yang, Aijun Zhang, Agus Sudjianto:
GAMI-Net: An Explainable Neural Network based on Generalized Additive Models with Structured Interactions. CoRR abs/2003.07132 (2020) - [i7]Zebin Yang, Hengtao Zhang, Agus Sudjianto, Aijun Zhang:
An Effective and Efficient Initialization Scheme for Multi-layer Feedforward Neural Networks. CoRR abs/2005.08027 (2020) - [i6]Kun Kuang, Hengtao Zhang, Fei Wu, Yueting Zhuang, Aijun Zhang:
Balance-Subsampled Stable Prediction. CoRR abs/2006.04381 (2020) - [i5]Zebin Yang, Aijun Zhang:
Hyperparameter Optimization via Sequential Uniform Designs. CoRR abs/2009.03586 (2020) - [i4]Agus Sudjianto, William Knauth, Rahul Singh, Zebin Yang, Aijun Zhang:
Unwrapping The Black Box of Deep ReLU Networks: Interpretability, Diagnostics, and Simplification. CoRR abs/2011.04041 (2020) - [i3]Yifeng Guo, Yu Su, Zebin Yang, Aijun Zhang:
Explainable Recommendation Systems by Generalized Additive Models with Manifest and Latent Interactions. CoRR abs/2012.08196 (2020)
2010 – 2019
- 2019
- [j10]Zebin Yang
Interval-valued data prediction via regularized artificial neural network. Neurocomputing 331: 336-345 (2019) - [j9]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): 1950002:1-1950002:16 (2019) - [j8]Feng Yang, Yong-Dao Zhou, Aijun Zhang:
Mixed-level column augmented uniform designs. J. Complex. 53: 23-39 (2019) - [j7]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): 72-80 (2019) - [i2]Zebin Yang, Aijun Zhang, Agus Sudjianto:
Enhancing Explainability of Neural Networks through Architecture Constraints. CoRR abs/1901.03838 (2019) - [i1]Aijun Zhang, Hengtao Zhang, Guosheng Yin:
Adaptive Iterative Hessian Sketch via A-Optimal Subsampling. CoRR abs/1902.07627 (2019) - 2017
- [j6]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: 136-143 (2017) - 2016
- [j5]Jianshan Lu
An optimized nonlinear grey Bernoulli model and its applications. Neurocomputing 177: 206-214 (2016) - [j4]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: 22-30 (2016) - 2015
- [j3]Anna Vainchtein, Erik S. Van Vleck
Propagation of Periodic Patterns in a Discrete System with Competing Interactions. SIAM J. Appl. Dyn. Syst. 14(2): 523-555 (2015) - 2010
- [j2]Agus Sudjianto, Sheela Nair, Ming Yuan
Statistical Methods for Fighting Financial Crimes. Technometrics 52(1): 5-19 (2010)
2000 – 2009
- 2007
- [j1]Kai-Tai Fang, Aijun Zhang
An effective algorithm for generation of factorial designs with generalized minimum aberration. J. Complex. 23(4-6): 740-751 (2007) - [c8]Jiakui Tang, Aijun Zhang, Zhengmin He:
The earth surface reflectance retrieval by exploiting the synergy of TERRA and AQUA MODIS data. IGARSS 2007: 1697-1700 - [c7]Agus Sudjianto, Fernando Cela-Díaz, Aijun Zhang, Ming Yuan:
Anomaly Detection in High-Dimensional Financial Databases. MLMTA 2007: 105-112 - 2004
- [c6]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: 404-411 - [c5]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: 956-963 - [c4]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: 981-988 - [c3]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 - [c2]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: 2949-2952 - 2003
- [c1]Aijun Zhang, Zhi-Li Wu, Chun Hung Li, Kai-Tai Fang:
On Hadamard-Type Output Coding in Multiclass Learning. IDEAL 2003: 397-404
Coauthor Index
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