Jian Zheng

Orcid: 0000-0001-9741-9526

Affiliations:
  • Chongqing Technology and Business University, China
  • Chongqing University of Posts and Telcommunications, School of computer science and technology, China (PhD 2023)
  • Chongqing Aerospace Polytechnic, Chongqing, China


According to our database1, Jian Zheng authored at least 19 papers between 2021 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2025
Binary classification for imbalanced data using data conformity mechanism.
Multim. Syst., February, 2025

2024
Binary classification for imbalanced datasets using twin hyperspheres based on conformal method.
Clust. Comput., November, 2024

A fuzzy detection approach to high-dimensional anomalies.
Multim. Syst., June, 2024

Data Reconstruction via Consensus Graph Learning for Effective Anomaly Detection in Industrial IoT.
IEEE Trans. Ind. Informatics, March, 2024

irrelevant attribute resistance approach to binary classification for imbalanced data.
Inf. Sci., January, 2024

2023
Anomaly detection for blueberry data using sparse autoencoder-support vector machine.
PeerJ Comput. Sci., 2023

Relation patterns extraction from high-dimensional climate data with complicated multi-variables using deep neural networks.
Appl. Intell., 2023

2022
Effective approximation of high-dimensional space using neural networks.
J. Supercomput., 2022

Discriminative Projection Learning With Adaptive Reversed Graph Embedding for Supervised and Semi-Supervised Dimensionality Reduction.
IEEE Trans. Circuits Syst. Video Technol., 2022

A novel autoencoder approach to feature extraction with linear separability for high-dimensional data.
PeerJ Comput. Sci., 2022

Robust discriminative projection with dynamic graph regularization for feature extraction and classification.
Knowl. Based Syst., 2022

Smooth manifold extraction in high-dimensional data using a deep model.
J. Ambient Intell. Humaniz. Comput., 2022

Effects of loss function and data sparsity on smooth manifold extraction with deep model.
Expert Syst. Appl., 2022

Unsupervised dimensionality reduction by jointing dynamic hypergraph and low-rank embedding for classification and clustering.
Expert Syst. Appl., 2022

A deep hypersphere approach to high-dimensional anomaly detection.
Appl. Soft Comput., 2022

An irrelevant attributes resistant approach to anomaly detection in high-dimensional space using a deep hypersphere structure.
Appl. Soft Comput., 2022

Conformal transformation twin-hyperspheres for highly imbalanced data to binary classification.
Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022

2021
Neural networks trained with high-dimensional functions approximation data in high-dimensional space.
J. Intell. Fuzzy Syst., 2021

Supervised discriminant Isomap with maximum margin graph regularization for dimensionality reduction.
Expert Syst. Appl., 2021


  Loading...