Zhiwen Yu

Orcid: 0000-0002-0935-5890

Affiliations:
  • South China University of Technology, School of Computer Science and Engineering, Guangzhou, China
  • City University of Hong Kong, Hong Kong (PhD 2008)


According to our database1, Zhiwen Yu authored at least 186 papers between 2006 and 2024.

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

Timeline

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Bibliography

2024
Hybrid Ensemble Broad Learning System for Network Intrusion Detection.
IEEE Trans. Ind. Informatics, April, 2024

Consensus Clustering With Co-Association Matrix Optimization.
IEEE Trans. Neural Networks Learn. Syst., March, 2024

Classifier Ensemble Based on Multiview Optimization for High-Dimensional Imbalanced Data Classification.
IEEE Trans. Neural Networks Learn. Syst., January, 2024

Broad Learning Autoencoder With Graph Structure for Data Clustering.
IEEE Trans. Knowl. Data Eng., January, 2024

PatchAD: Patch-based MLP-Mixer for Time Series Anomaly Detection.
CoRR, 2024

RPSC: Robust Pseudo-Labeling for Semantic Clustering.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Adaptive Ensemble Clustering With Boosting BLS-Based Autoencoder.
IEEE Trans. Knowl. Data Eng., December, 2023

Multi-Objective Cluster Ensemble based on Filter Refinement Scheme.
IEEE Trans. Knowl. Data Eng., August, 2023

Adaptive Subspace Optimization Ensemble Method for High-Dimensional Imbalanced Data Classification.
IEEE Trans. Neural Networks Learn. Syst., May, 2023

Extracting and Composing Robust Features With Broad Learning System.
IEEE Trans. Knowl. Data Eng., April, 2023

Video action recognition with Key-detail Motion Capturing based on motion spectrum analysis and multiscale feature fusion.
Vis. Comput., February, 2023

A Novel Classifier Ensemble Method Based on Subspace Enhancement for High-Dimensional Data Classification.
IEEE Trans. Knowl. Data Eng., 2023

Stacked One-Class Broad Learning System for Intrusion Detection in Industry 4.0.
IEEE Trans. Ind. Informatics, 2023

View-Aware Collaborative Learning for Survival Prediction and Subgroup Identification.
IEEE Trans. Biomed. Eng., 2023

A Grasping System with Structured Light 3D Machine Vision Guided Strategy Optimization.
Proceedings of the Knowledge Science, Engineering and Management, 2023

MixUNet: A Hybrid Retinal Vessels Segmentation Model Combining The Latest CNN and MLPs.
Proceedings of the Knowledge Science, Engineering and Management, 2023

Hybrid Clustering Solutions Fusion based on Gated Three-way Decision.
Proceedings of the International Joint Conference on Neural Networks, 2023

Blemish-aware and Progressive Face Retouching with Limited Paired Data.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Text-Guided Unsupervised Latent Transformation for Multi-Attribute Image Manipulation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Progressive Hybrid Classifier Ensemble for Imbalanced Data.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Semisupervised Classification With Novel Graph Construction for High-Dimensional Data.
IEEE Trans. Neural Networks Learn. Syst., 2022

Asymmetric Graph-Guided Multitask Survival Analysis With Self-Paced Learning.
IEEE Trans. Neural Networks Learn. Syst., 2022

GAN-Based Enhanced Deep Subspace Clustering Networks.
IEEE Trans. Knowl. Data Eng., 2022

Incremental Weighted Ensemble Broad Learning System for Imbalanced Data.
IEEE Trans. Knowl. Data Eng., 2022

Semisupervised Multiple Choice Learning for Ensemble Classification.
IEEE Trans. Cybern., 2022

Progressive Ensemble Kernel-Based Broad Learning System for Noisy Data Classification.
IEEE Trans. Cybern., 2022

Adaptive Dense Ensemble Model for Text Classification.
IEEE Trans. Cybern., 2022

Inner-Imaging Networks: Put Lenses Into Convolutional Structure.
IEEE Trans. Cybern., 2022

Clustering Ensemble Based on Hybrid Multiview Clustering.
IEEE Trans. Cybern., 2022

Supervised Graph Clustering for Cancer Subtyping Based on Survival Analysis and Integration of Multi-Omic Tumor Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Unsupervised discriminative feature learning via finding a clustering-friendly embedding space.
Pattern Recognit., 2022

Double-kernelized weighted broad learning system for imbalanced data.
Neural Comput. Appl., 2022

Video person re-identification using key frame screening with index and feature reorganization based on inter-frame relation.
Int. J. Mach. Learn. Cybern., 2022

Double-kernel based class-specific broad learning system for multiclass imbalance learning.
Knowl. Based Syst., 2022

Adversarial Adaptive Interpolation in Autoencoders for Dually Regularizing Representation Learning.
IEEE Multim., 2022

Fine-grained visual classification with multi-scale features based on self-supervised attention filtering mechanism.
Appl. Intell., 2022

Semi-Supervised Generative Learning with Extended Distribution Matching for Class-Conditional Image Synthesis.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

2021
KNN-BLOCK DBSCAN: Fast Clustering for Large-Scale Data.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Fast and Effective Active Clustering Ensemble Based on Density Peak.
IEEE Trans. Neural Networks Learn. Syst., 2021

Adaptive Classifier Ensemble Method Based on Spatial Perception for High-Dimensional Data Classification.
IEEE Trans. Knowl. Data Eng., 2021

Discovering Multiple Co-Clusterings With Matrix Factorization.
IEEE Trans. Cybern., 2021

Convolutional Multitimescale Echo State Network.
IEEE Trans. Cybern., 2021

Automatic Construction of Chinese Herbal Prescriptions From Tongue Images Using CNNs and Auxiliary Latent Therapy Topics.
IEEE Trans. Cybern., 2021

An Inception Convolutional Autoencoder Model for Chinese Healthcare Question Clustering.
IEEE Trans. Cybern., 2021

Behavior regularized prototypical networks for semi-supervised few-shot image classification.
Pattern Recognit., 2021

Fully-channel regional attention network for disease-location recognition with tongue images.
Artif. Intell. Medicine, 2021

Pruning Broad Learning System based on Adaptive Feature Evolution.
Proceedings of the International Joint Conference on Neural Networks, 2021

Local Tangent Generative Adversarial Network for Imbalanced Data Classification.
Proceedings of the International Joint Conference on Neural Networks, 2021

Unsupervised Ensemble Learning Via Network Generation.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Adversarial Adaptive Interpolation for Regularizing Representation Learning and Image Synthesis in Autoencoders.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Mask-Embedded Discriminator With Region-Based Semantic Regularization for Semi-Supervised Class-Conditional Image Synthesis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Hybrid Classifier Ensemble for Imbalanced Data.
IEEE Trans. Neural Networks Learn. Syst., 2020

Semi-Supervised Human Detection via Region Proposal Networks Aided by Verification.
IEEE Trans. Image Process., 2020

Semi-Supervised Deep Coupled Ensemble Learning With Classification Landmark Exploration.
IEEE Trans. Image Process., 2020

Transfer Clustering Ensemble Selection.
IEEE Trans. Cybern., 2020

End-to-End Incomplete Time-Series Modeling From Linear Memory of Latent Variables.
IEEE Trans. Cybern., 2020

Multitask Feature Selection by Graph-Clustered Feature Sharing.
IEEE Trans. Cybern., 2020

Joint subspace and discriminative learning for self-paced domain adaptation.
Knowl. Based Syst., 2020

A survey on ensemble learning.
Frontiers Comput. Sci., 2020

Erratum to: Relative manifold based semi-supervised dimensionality reduction.
Frontiers Comput. Sci., 2020

Adaptive Regularized Semi-Supervised Clustering Ensemble.
IEEE Access, 2020

Hybrid Dimensionality Reduction Forest With Pruning for High-Dimensional Data Classification.
IEEE Access, 2020

Self-Enhanced R-CNNs for Human Detection With Semi-Supervised Assumptions.
IEEE Access, 2020

Regularizing Discriminative Capability of CGANs for Semi-Supervised Generative Learning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Exploring Correlations Among Tasks, Clusters, and Features for Multitask Clustering.
IEEE Trans. Neural Networks Learn. Syst., 2019

Adaptive Semi-Supervised Classifier Ensemble for High Dimensional Data Classification.
IEEE Trans. Cybern., 2019

Hybrid Incremental Ensemble Learning for Noisy Real-World Data Classification.
IEEE Trans. Cybern., 2019

Exploiting Global Low-Rank Structure and Local Sparsity Nature for Tensor Completion.
IEEE Trans. Cybern., 2019

Multiobjective Semisupervised Classifier Ensemble.
IEEE Trans. Cybern., 2019

Semi-supervised dimensionality reduction based on local estimation error.
Int. J. High Perform. Comput. Netw., 2019

Inner-Imaging Convolutional Networks.
CoRR, 2019

Prediction of Daily Precipitation Based on Deep Learning and Broad Learning Techniques.
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

A Study of The Growth of The Amount of Meteorological Observation Sites over 200 Years.
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

Mutual Learning of Complementary Networks via Residual Correction for Improving Semi-Supervised Classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Enhancing TripleGAN for Semi-Supervised Conditional Instance Synthesis and Classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Improving Domain-Specific Classification by Collaborative Learning with Adaptation Networks.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Semi-Supervised Image Classification With Self-Paced Cross-Task Networks.
IEEE Trans. Multim., 2018

Semi-Supervised Ensemble Clustering Based on Selected Constraint Projection.
IEEE Trans. Knowl. Data Eng., 2018

Progressive Semisupervised Learning of Multiple Classifiers.
IEEE Trans. Cybern., 2018

Clustering by Local Gravitation.
IEEE Trans. Cybern., 2018

Metabolize Neural Network.
CoRR, 2018

Adaptive Hybrid Feature Selection-Based Classifier Ensemble for Epileptic Seizure Classification.
IEEE Access, 2018

Estimation of Distribution Algorithm for Autonomous Underwater Vehicles Path Planning.
Proceedings of the Advances in Neural Networks - ISNN 2018, 2018

Multiple Co-clusterings.
Proceedings of the IEEE International Conference on Data Mining, 2018

2017
Adaptive Ensembling of Semi-Supervised Clustering Solutions.
IEEE Trans. Knowl. Data Eng., 2017

Distribution-Based Cluster Structure Selection.
IEEE Trans. Cybern., 2017

A New Kind of Nonparametric Test for Statistical Comparison of Multiple Classifiers Over Multiple Datasets.
IEEE Trans. Cybern., 2017

Estimation of time delay and interface roughness by GPR using modified MUSIC.
Signal Process., 2017

Three-dimensional image-based human pose recovery with hypergraph regularized autoencoders.
Multim. Tools Appl., 2017

Simplified High-Order DOA and Range Estimation With Linear Antenna Array.
IEEE Commun. Lett., 2017

A Multi-Label Learning Method Using Affinity Propagation and Support Vector Machine.
IEEE Access, 2017

Sort subspace clustering ensemble framework based on the latent model.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Pedagogical Principle Based E-learning Exploration: A Case of Construction Mediation Training.
Proceedings of the Emerging Technologies for Education - Second International Symposium, 2017

Link mapping-oriented ant colony system for virtual network embedding.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

A parallel Ant Colony System based on region decomposition for Taxi-Passenger Matching.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
Incremental Semi-Supervised Clustering Ensemble for High Dimensional Data Clustering.
IEEE Trans. Knowl. Data Eng., 2016

Hybrid k-Nearest Neighbor Classifier.
IEEE Trans. Cybern., 2016

Progressive subspace ensemble learning.
Pattern Recognit., 2016

Functional echo state network for time series classification.
Inf. Sci., 2016

A 3D shape descriptor based on spherical harmonics through evolutionary optimization.
Neurocomputing, 2016

Analysis on LUT based digital predistortion using direct learning architecture for linearizing power amplifiers.
EURASIP J. Wirel. Commun. Netw., 2016

Robust Epileptic Seizure Classification.
Proceedings of the Intelligent Computing Theories and Application, 2016

Orthogonal learning particle swarm optimization with variable relocation for dynamic optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Enhancing distributed differential evolution with a space-driven topology.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Adaptive Noise Immune Cluster Ensemble Using Affinity Propagation.
IEEE Trans. Knowl. Data Eng., 2015

Hybrid Adaptive Classifier Ensemble.
IEEE Trans. Cybern., 2015

Adaptive Fuzzy Consensus Clustering Framework for Clustering Analysis of Cancer Data.
IEEE ACM Trans. Comput. Biol. Bioinform., 2015

Directional regularity for visual quality estimation.
Signal Process., 2015

Towards an immunity based distributed algorithm to detect harmful files shared in P2P networks.
Peer-to-Peer Netw. Appl., 2015

Semi-supervised classification based on subspace sparse representation.
Knowl. Inf. Syst., 2015

2014
Local and Global Preserving Semisupervised Dimensionality Reduction Based on Random Subspace for Cancer Classification.
IEEE J. Biomed. Health Informatics, 2014

A Bayesian Model for Crowd Escape Behavior Detection.
IEEE Trans. Circuits Syst. Video Technol., 2014

Protein Function Prediction withIncomplete Annotations.
IEEE ACM Trans. Comput. Biol. Bioinform., 2014

Erratum to "Protein Function Prediction Using Multilabel Ensemble Classification".
IEEE ACM Trans. Comput. Biol. Bioinform., 2014

Double Selection Based Semi-Supervised Clustering Ensemble for Tumor Clustering from Gene Expression Profiles.
IEEE ACM Trans. Comput. Biol. Bioinform., 2014

Hybrid clustering solution selection strategy.
Pattern Recognit., 2014

Probabilistic cluster structure ensemble.
Inf. Sci., 2014

Relative manifold based semi-supervised dimensionality reduction.
Frontiers Comput. Sci., 2014

Direct model of memory properties and the linear reservoir topologies in echo state networks.
Appl. Soft Comput., 2014

Perceptual relativity-based semi-supervised dimensionality reduction algorithm.
Appl. Soft Comput., 2014

Multi-view Based AdaBoost Classifier Ensemble for Class Prediction from Gene Expression Profiles.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Identify and Trace Criminal Suspects in the Crowd Aided by Fast Trajectories Retrieval.
Proceedings of the Database Systems for Advanced Applications, 2014

2013
Protein Function Prediction Using Multilabel Ensemble Classification.
IEEE ACM Trans. Comput. Biol. Bioinform., 2013

Random subspace evidence classifier.
Neurocomputing, 2013

A P2CE: Double aff in ity propagation based cluster ensemble.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

2012
SC³: Triple Spectral Clustering-Based Consensus Clustering Framework for Class Discovery from Cancer Gene Expression Profiles.
IEEE ACM Trans. Comput. Biol. Bioinform., 2012

Semi-supervised classification based on random subspace dimensionality reduction.
Pattern Recognit., 2012

Hybrid cluster ensemble framework based on the random combination of data transformation operators.
Pattern Recognit., 2012

A novel gray image representation using overlapping rectangular NAM and extended shading approach.
J. Vis. Commun. Image Represent., 2012

From cluster ensemble to structure ensemble.
Inf. Sci., 2012

Visual query processing for efficient image retrieval using a SOM-based filter-refinement scheme.
Inf. Sci., 2012

Perceptual relativity-based local hyperplane classification.
Neurocomputing, 2012

Semi-supervised ensemble classification in subspaces.
Appl. Soft Comput., 2012

Transductive multi-label ensemble classification for protein function prediction.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

SOM 2 CE: Double Self-Organizing Map Based Cluster Ensemble Framework and its Application in Cancer Gene Expression Profiles.
Proceedings of the Advanced Research in Applied Artificial Intelligence, 2012

Fast normalized cut algorithm based on self-organizing map.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

Representative Multi-Label Bayesian Approach for image classification.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

Structure ensemble based on fuzzy c-means.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

Tumor clustering based on hybrid cluster ensemble framework.
Proceedings of the International Conference on Computerized Healthcare, 2012

Protein function prediction using weak-label learning.
Proceedings of the ACM International Conference on Bioinformatics, 2012

2011
Neighborhood Knowledge-Based Evolutionary Algorithm for Multiobjective Optimization Problems.
IEEE Trans. Evol. Comput., 2011

A modified support vector machine and its application to image segmentation.
Image Vis. Comput., 2011

Feature-based 3D motif filtering for ribosomal RNA.
Bioinform., 2011

Penalty-based cluster validity index for class discovery from cancer data.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

PSEFminer: A new probabilistic subspace ensemble framework for cancer microarray data analysis.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Neural gas based cluster ensemble algorithm and its application to cancer data.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Sparse representation based spectral regression.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Relative nearest neighbors for classification.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

iDetect: An immunity based algorithm to detect harmful content shared in Peer-to-Peer networks.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

USOM: Mining and visualizing uncertain data based on self-organizing maps.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Automatic classification of uncertain data by soft classifier.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

2010
Hybrid Associative Retrieval of Three-Dimensional Models.
IEEE Trans. Syst. Man Cybern. Part B, 2010

Quantization-based clustering algorithm.
Pattern Recognit., 2010

ASM: An adaptive simplification method for 3D point-based models.
Comput. Aided Des., 2010

2009
Crowd Flow Segmentation Using a Novel Region Growing Scheme.
Proceedings of the Advances in Multimedia Information Processing, 2009

A Shape Derivative Based Approach for Crowd Flow Segmentation.
Proceedings of the Computer Vision, 2009

2008
Pattern mining based on local distribution.
Proceedings of the International Joint Conference on Neural Networks, 2008

Ensemble based 3D human motion classification.
Proceedings of the International Joint Conference on Neural Networks, 2008

Knowledge based Cluster Ensemble.
Proceedings of the International Joint Conference on Neural Networks, 2008

Fuzzy cluster ensemble and its application on 3D head model classification.
Proceedings of the International Joint Conference on Neural Networks, 2008

Knowledge based cluster ensemble for 3D head model classification.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Identification of phosphorylation sites using a hybrid classifier ensemble approach.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Image classification based on the bagging-adaboost ensemble.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Searching of motion database based on hierarchical SOM.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

3D motion sequence retrieval based on data distribution.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Nearest neighbor evolutionary algorithm for constrained optimization problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Knowledge learning based evolutionary algorithm for unconstrained optimization problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

K-Nearest Neighbor Classifier Ensemble for Prediction of Phosphorylation Sites.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2008

2007
A Rule Based Technique for Extraction of Visual Attention Regions Based on Real-Time Clustering.
IEEE Trans. Multim., 2007

3-D Head Model Retrieval Using a Single Face View Query.
IEEE Trans. Multim., 2007

Graph-based consensus clustering for class discovery from gene expression data.
Bioinform., 2007

3D Head Model Classification based on Cluster Ensemble.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007

3D Head Model Classification based on Bayesian classifer.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007

A Filter-Refinement Scheme for 3D Model Retrieval Based on Sorted Extended Gaussian Image Histogram.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2007

Image Segmentation Based on Cluster Ensemble.
Proceedings of the Advances in Neural Networks, 2007

Gaussian Representation for 3D Point Based Head Model Classification Based on Generalized Minimax Algorithm.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

2006
Improving the selectivity of range query for image databases based on a probabilistic framework.
Proceedings of the IEEE International Conference on Systems, 2006

3D model metrieval based on volumetric extended gaussian image and hierarchical self organizing map.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Approximate query processing for efficient content-based image retrieval based on a hierarchical SOM.
Proceedings of the International Joint Conference on Neural Networks, 2006

Mining Uncertain Data in Low-dimensional Subspace.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Genetic-based K-means algorithm for selection of feature variables.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

GCA: A real-time grid-based clustering algorithm for large data set.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

An efficient local clustering approach for simplification of 3D point-based computer graphics models.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

FEMA: A Fast Expectation Maximization Algorithm based on Grid and PCA.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

GPCD: Grid-based Predictive Collision Detection for Large-scale Environments in Computer Games.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Fast Gaussian Mixture Clustering for Skin Detection.
Proceedings of the International Conference on Image Processing, 2006


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