Xinzheng Xu

According to our database1, Xinzheng Xu authored at least 43 papers between 2007 and 2021.

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



In proceedings 
PhD thesis 




An iterative stacked weighted auto-encoder.
Soft Comput., 2021

SE-DCGAN: a New Method of Semantic Image Restoration.
Cogn. Comput., 2021

An ensemble learning framework for convolutional neural network based on multiple classifiers.
Soft Comput., 2020

Sample selection-based hierarchical extreme learning machine.
Neurocomputing, 2020

Research on adaptive local feature enhancement in convolutional neural networks.
IET Image Process., 2020

A Lightweight Object Detection Network for Real-Time Detection of Driver Handheld Call on Embedded Devices.
Comput. Intell. Neurosci., 2020

Driver Distraction Detection Method Based on Continuous Head Pose Estimation.
Comput. Intell. Neurosci., 2020

Multi-label learning method based on ML-RBF and laplacian ELM.
Neurocomputing, 2019

Review of classical dimensionality reduction and sample selection methods for large-scale data processing.
Neurocomputing, 2019

An effective asynchronous framework for small scale reinforcement learning problems.
Appl. Intell., 2019

Rank-Adaptive Non-Negative Matrix Factorization.
Cogn. Comput., 2018

An image response framework for no-reference image quality assessment.
Comput. Electr. Eng., 2018

A new image classification method based on modified condensed nearest neighbor and convolutional neural networks.
Pattern Recognit. Lett., 2017

Pulse-coupled neural networks and parameter optimization methods.
Neural Comput. Appl., 2017

Unsupervised extreme learning machine with representational features.
Int. J. Mach. Learn. Cybern., 2017

Medical images segmentation based on improved three-dimensional pulse coupled neural network.
Int. J. Wirel. Mob. Comput., 2017

Self-Adaptive PCNN Based on the ACO Algorithm and its Application on Medical Image Segmentation.
Intell. Autom. Soft Comput., 2017

Medical image registration based on self-adapting pulse-coupled neural networks and mutual information.
Neural Comput. Appl., 2016

A wavelet extreme learning machine.
Neural Comput. Appl., 2016

Self-adaptive Extreme Learning Machine Optimized by Rough Set Theory and Affinity Propagation Clustering.
Cogn. Comput., 2016

No-reference image quality assessment based on gradient histogram response.
Comput. Electr. Eng., 2016

Multimodal medical image fusion using PCNN optimized by the QPSO algorithm.
Appl. Soft Comput., 2016

Convolutional Neural Networks Optimized by Logistic Regression Model.
Proceedings of the Intelligent Information Processing VIII, 2016

A new method for constructing granular neural networks based on rule extraction and extreme learning machine.
Pattern Recognit. Lett., 2015

An adaptive extreme learning machine algorithm and its application on face recognition.
Int. J. Comput. Sci. Math., 2015

Extreme learning machine: algorithm, theory and applications.
Artif. Intell. Rev., 2015

A New Method for Driver Fatigue Detection Based on Eye State.
Proceedings of the Rough Sets and Knowledge Technology - 10th International Conference, 2015

The latest research progress on spectral clustering.
Neural Comput. Appl., 2014

Extreme learning machine and its applications.
Neural Comput. Appl., 2014

Research of assembling optimized classification algorithm by neural network based on Ordinary Least Squares (OLS).
Neural Comput. Appl., 2013

A parallel attribute reduction algorithm based on Affinity Propagation clustering.
J. Comput., 2013

An Algorithm Research for Prediction of Extreme Learning Machines Based on Rough Sets.
J. Comput., 2013

Invasive Weed Optimization Algorithm for Optimizating the Parameters of Mixed Kernel Twin Support Vector Machines.
J. Comput., 2013

A Novel Extreme Learning Machine Based on Hybrid Kernel Function.
J. Comput., 2013

Optimizing radial basis function neural network based on rough sets and affinity propagation clustering algorithm.
J. Zhejiang Univ. Sci. C, 2012

Particle Swarm Optimization for Automatic Parameters Determination of Pulse Coupled Neural Network.
J. Comput., 2011

Studies on Optimization Algorithms for Some Artificial Neural Networks Based on Genetic Algorithm (GA).
J. Comput., 2011

Neural Networks Algorithm Based on Factor Analysis.
Proceedings of the Advances in Neural Networks, 2010

A novel quantum-inspired particle swarm algorithm and its application.
Proceedings of the Sixth International Conference on Natural Computation, 2010

Research on a principal components decision algorithm based on information entropy.
J. Inf. Sci., 2009

PCA-Based Elman Neural Network Algorithm.
Proceedings of the Advances in Computation and Intelligence, Third International Symposium, 2008

Some Progress of Supervised Learning.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008

A Structural Adapting Self-organizing Maps Neural Network.
Proceedings of the Advances in Neural Networks, 2007