Jie Xu

43 papers B 1C 2Misc 6Journal 26Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Hybrid learning framework integrating fisher linear discriminant and localized support vector machines.
Expert Syst. Appl.
Jingjing Zeng, Yimo Qin, Bin Zou, Jie Xu, Peipei Dong
2026 J jnl
Understanding generalization and consistency of DCNN from weak dependence perspective.
Knowl. Based Syst.
Peipei Dong, Jie Xu, Bin Zou, Yuhan Wang, Chen Xu, Wei Emma Zhang
2025 J jnl
ALR-HT: A fast and efficient Lasso regression without hyperparameter tuning.
Neural Networks
Yuhang Wang, Bin Zou, Jie Xu, Chen Xu, Yuan Yan Tang
2025 J jnl
Domain Fusion Contrastive Learning for Cross-Scene Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhao Qiu, Jie Xu, Jiangtao Peng, Weiwei Sun
2024 J jnl
Functional incremental least square regression algorithm.
Int. J. Wavelets Multiresolution Inf. Process.
Yujing Shen, Kunjin Zou, Bin Zou, Jie Xu, Jingjing Zeng
2024 J jnl
Generalization bounds of incremental SVM.
Int. J. Wavelets Multiresolution Inf. Process.
Jingjing Zeng, Bin Zou, Yimo Qin, Jie Xu
2024 J jnl
Hybrid learning based on Fisher linear discriminant.
Inf. Sci.
Jiawen Gong, Bin Zou, Chen Xu, Jie Xu, Xinge You
2023 J jnl
Cross-Channel Dynamic Spatial-Spectral Fusion Transformer for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhao Qiu, Jie Xu, Jiangtao Peng, Weiwei Sun
2023 J jnl
Generalization capacity of multi-class SVM based on Markovian resampling.
Pattern Recognit.
Zijie Dong, Chen Xu, Jie Xu, Bin Zou, Jingjing Zeng, Yuan Yan Tang
2023 J jnl
Learning Performance of Weighted Distributed Learning With Support Vector Machines.
IEEE Trans. Cybern.
Bin Zou, Hongwei Jiang, Chen Xu, Jie Xu, Xinge You, Yuan Yan Tang
2022 J jnl
Generalization and learning rate of multi-class support vector classification and regression.
Int. J. Wavelets Multiresolution Inf. Process.
Zijie Dong, Jiawen Gong, Bin Zou, Yichi Wang, Jie Xu
2022 J jnl
Incremental Fisher linear discriminant based on data denoising.
Knowl. Based Syst.
Zhan Wang, Ting Liang, Bin Zou, Yaling Cai, Jie Xu, Xinge You
2022 J jnl
LDAMSS: Fast and efficient undersampling method for imbalanced learning.
Appl. Intell.
Ting Liang, Jie Xu, Bin Zou, Zhan Wang, Jingjing Zeng
2022 J jnl
LMSVCR: novel effective method of semi-supervised multi-classification.
Neural Comput. Appl.
Zijie Dong, Yimo Qin, Bin Zou, Jie Xu, Yuan Yan Tang
2021 J jnl
OAA-SVM-MS: A fast and efficient multi-class classification algorithm.
Neurocomputing
Yuze Duan, Bin Zou, Jie Xu, Fen Chen, Jiaolong Wei, Yuan Yan Tang
2020 J jnl
Multiple Kernel SVM Based on Two-Stage Learning.
IEEE Access
Xingrui Gong, Bin Zou, Yuze Duan, Jie Xu, Qingxin Luo, Yan Yang
2020 J jnl
SVM-Boosting based on Markov resampling: Theory and algorithm.
Neural Networks
Hongwei Jiang, Bin Zou, Chen Xu, Jie Xu, Yuan Yan Tang
2019 J jnl
Kernelized Elastic Net Regularization based on Markov selective sampling.
Knowl. Based Syst.
Weijian Chen, Chen Xu, Bin Zou, Huidong Jin, Jie Xu
2019 J jnl
New Incremental Learning Algorithm With Support Vector Machines.
IEEE Trans. Syst. Man Cybern. Syst.
Jie Xu, Chen Xu, Bin Zou, Yuan Yan Tang, Jiangtao Peng, Xinge You
2018 J jnl
k-Times Markov Sampling for SVMC.
IEEE Trans. Neural Networks Learn. Syst.
Bin Zou, Chen Xu, Yang Lu, Yuan Yan Tang, Jie Xu, Xinge You
2017 — conf
The generalization performance of kernelized elastic net regularization based on exponentially strongly mixing observations.
ICNC-FSKD
Yuan Ye, Jie Xu, Yan Yang, Jialun Li
2015 Misc conf
Learning performance of DAGSVM algorithm based on Markov sampling.
ICMLC
Jie Xu, Yang Lu, Bin Zou
2015 Misc conf
Learning performance of Gaussian kernel online SVMC based on Markov sampling.
ICNC
Jie Xu, Yan Yang, Bin Zou
2015 Misc conf
Learning performance of multi-class support vector machines based on Markov sampling.
ICNC
Jie Xu, Bin Zou, Hanlei Shen
2015 J jnl
The Generalization Ability of Online SVM Classification Based on Markov Sampling.
IEEE Trans. Neural Networks Learn. Syst.
Jie Xu, Yuan Yan Tang, Bin Zou, Zongben Xu, Luoqing Li, Yang Lu
2015 J jnl
The Generalization Ability of SVM Classification Based on Markov Sampling.
IEEE Trans. Cybern.
Jie Xu, Yuan Yan Tang, Bin Zou, Zongben Xu, Luoqing Li, Yang Lu, Baochang Zhang
2014 J jnl
Generalization performance of Gaussian kernels SVMC based on Markov sampling.
Neural Networks
Jie Xu, Yuan Yan Tang, Bin Zou, Zongben Xu, Luoqing Li, Yang Lu
2014 J jnl
Optimal rate for support vector machine regression with Markov chain samples.
Int. J. Wavelets Multiresolution Inf. Process.
Jie Xu
2014 J jnl
The Generalization Performance of Regularized Regression Algorithms Based on Markov Sampling.
IEEE Trans. Cybern.
Bin Zou, Yuan Yan Tang, Zongben Xu, Luoqing Li, Jie Xu, Yang Lu
2013 Misc conf
Learning performance of kernel SVMC with Markov chain samples.
ICNC
Jie Xu, Tao Luo, Bin Zou
2011 Misc conf
The generalization performance of learning algorithms derived simultaneously through algorithmic stability and space complexity.
ICNC
Jie Xu, Bin Zou
2010 Misc conf
Learning performance of Fisher Linear Discriminant based on Markov sampling.
ICNC
Bin Zou, Zhiming Peng, Huihua Fan, Jie Xu
2009 J jnl
A structured P2P network based on the small world phenomenon.
J. Supercomput.
Jie Xu, Hai Jin
2009 — conf
Generalization Performance of ERM Algorithm with Geometrically Ergodic Markov Chain Samples.
ICNC (1)
Jie Xu, Bin Zou, Jianjun Wang
2009 — conf
Learning Performance of Tikhonov Regularization Algorithm with Strongly Mixing Samples.
ISNN (1)
Jie Xu, Bin Zou
2007 C conf
SW-Uinta: A Small-World P2P Overlay Network.
NPC
Jie Xu, Hai Jin
2007 B conf
TRES-CORE: Content-Based Retrieval Based on the Balanced Tree in Peer to Peer Systems.
PaCT
Hai Jin, Jie Xu
2006 — conf
The Generalization Performance of Learning Machine with NA Dependent Sequence.
RSKT
Bin Zou, Luoqing Li, Jie Xu
2006 — conf
The Study of Leave-One-Out Error-Based Classification Learning Algorithm for Generalization Performance.
ICNC (1)
Bin Zou, Jie Xu, Luoqing Li
2005 — conf
The Bounds on the Rate of Uniform Convergence for Learning Machine.
ISNN (1)
Bin Zou, Luoqing Li, Jie Xu
2005 — conf
Uinta: A P2P Routing Algorithm Based on the User's Interest and the Network Topology.
IWDC
Hai Jin, Jie Xu, Bin Zou, Hao Zhang
2003 — conf
Disk I/O mixed scheduling strategy for VoD servers.
ISCAS (2)
Hai Jin, Jie Xu, Bibo Tu, Shengli Li
2003 C conf
HARTs: high availability cluster architecture with redundant TCP stacks.
IPCCC
Zhiyuan Shao, Hai Jin, Bin Chen, Jie Xu, Jianhui Yue