Jian Zheng

21 papers B 1Journal 20
YearRankTypeTitle / Venue / Authors
2025 J jnl
Binary classification for imbalanced data using data conformity mechanism.
Multim. Syst.
Jian Zheng, Shumiao Ren, Jingyue Zhang, Shiyan Wang, Lin Li
2024 J jnl
A fuzzy detection approach to high-dimensional anomalies.
Multim. Syst.
Jian Zheng, Nanshan Ruan, Pingping Wei, Lin Li, Jingyue Zhang
2024 J jnl
Binary classification for imbalanced datasets using twin hyperspheres based on conformal method.
Clust. Comput.
Jian Zheng, Lin Li, Shiyan Wang, Huyong Yan
2024 J jnl
Data Reconstruction via Consensus Graph Learning for Effective Anomaly Detection in Industrial IoT.
IEEE Trans. Ind. Informatics
Lin Li, Hongchun Qu, Zhaoni Li, Jian Zheng, Xiaoming Tang, Ping Liu
2024 J jnl
irrelevant attribute resistance approach to binary classification for imbalanced data.
Inf. Sci.
Jian Zheng, Xin Hu
2023 J jnl
Anomaly detection for blueberry data using sparse autoencoder-support vector machine.
PeerJ Comput. Sci.
Dianwen Wei, Jian Zheng, Hongchun Qu
2023 J jnl
Anti-noise twin-hyperspheres with density fuzzy for binary classification to imbalanced data with noise.
Complex Intell. Syst.
Jian Zheng
2023 J jnl
Relation patterns extraction from high-dimensional climate data with complicated multi-variables using deep neural networks.
Appl. Intell.
Jian Zheng, Qingling Wang, Cong Liu, Jianfeng Wang, Hongling Liu, Jiang Li
2022 J jnl
A deep hypersphere approach to high-dimensional anomaly detection.
Appl. Soft Comput.
Jian Zheng, Hongchun Qu, Zhaoni Li, Lin Li, Xiaoming Tang
2022 J jnl
A novel autoencoder approach to feature extraction with linear separability for high-dimensional data.
PeerJ Comput. Sci.
Jian Zheng, Hongchun Qu, Zhaoni Li, Lin Li, Xiaoming Tang, Fei Guo
2022 J jnl
An irrelevant attributes resistant approach to anomaly detection in high-dimensional space using a deep hypersphere structure.
Appl. Soft Comput.
Jian Zheng, Hongchun Qu, Zhaoni Li, Lin Li, Xiaoming Tang
2022 J jnl
Anomaly detection for high-dimensional space using deep hypersphere fused with probability approach.
Complex Intell. Syst.
Jian Zheng, Jingyi Li, Cong Liu, Jianfeng Wang, Jiang Li, Hongling Liu
2022 B conf
Conformal transformation twin-hyperspheres for highly imbalanced data to binary classification.
DSAA
Jian Zheng, Hongchun Qu, Zhoni Li, Lin Li
2022 J jnl
Discriminative Projection Learning With Adaptive Reversed Graph Embedding for Supervised and Semi-Supervised Dimensionality Reduction.
IEEE Trans. Circuits Syst. Video Technol.
Lin Li, Hongchun Qu, Zhaoni Li, Jian Zheng, Fei Guo
2022 J jnl
Effective approximation of high-dimensional space using neural networks.
J. Supercomput.
Jian Zheng, Jianfeng Wang, Yanping Chen, Shuping Chen, Jingjin Chen, Wenlong Zhong, Wenling Wu
2022 J jnl
Effects of loss function and data sparsity on smooth manifold extraction with deep model.
Expert Syst. Appl.
Hongchun Qu, Jian Zheng, Xiaoming Tang
2022 J jnl
Robust discriminative projection with dynamic graph regularization for feature extraction and classification.
Knowl. Based Syst.
Hongchun Qu, Lin Li, Zhaoni Li, Jian Zheng, Xiaoming Tang
2022 J jnl
Smooth manifold extraction in high-dimensional data using a deep model.
J. Ambient Intell. Humaniz. Comput.
Jian Zheng
2022 J jnl
Unsupervised dimensionality reduction by jointing dynamic hypergraph and low-rank embedding for classification and clustering.
Expert Syst. Appl.
Lin Li, Zhaoni Li, Jian Zheng, Hongchun Qu
2021 J jnl
Neural networks trained with high-dimensional functions approximation data in high-dimensional space.
J. Intell. Fuzzy Syst.
Jian Zheng, Jianfeng Wang, Yanping Chen, Shuping Chen, Jingjin Chen, Wenlong Zhong, Wenling Wu
2021 J jnl
Supervised discriminant Isomap with maximum margin graph regularization for dimensionality reduction.
Expert Syst. Appl.
Hongchun Qu, Lin Li, Zhaoni Li, Jian Zheng