D-Index & Metrics Best Publications

Wenming Zheng

Southeast University
China

D-Index & Metrics D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines.

Discipline name Citations Publications World Ranking National Ranking

Computer Science D-index 38 Citations 5,638 185 World Ranking 6511 National Ranking 633

Overview

What is he best known for?

The fields of study Wenming Zheng is best known for:

Machine learning
Artificial neural network
Cluster analysis

Wenming Zheng connects relevant research areas such as Feature (linguistics) and Facial expression in the realm of Linguistics. His Feature (linguistics) study frequently draws connections to other fields, such as Linguistics. His Pattern recognition (psychology) study frequently draws connections to other fields, such as Facial expression recognition. Wenming Zheng frequently studies issues relating to Facial recognition system and Facial expression recognition. His Facial recognition system study frequently draws connections to adjacent fields such as Pattern recognition (psychology). His study brings together the fields of Classifier (UML) and Artificial intelligence. His multidisciplinary approach integrates Speech recognition and Machine learning in his work. Wenming Zheng incorporates Machine learning and Speech recognition in his research. His work often combines Discriminative model and Artificial neural network studies.

His most cited work include:

EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks (395 citations)
Spatial–Temporal Recurrent Neural Network for Emotion Recognition (247 citations)
Facial Expression Recognition Using Kernel Canonical Correlation Analysis (KCCA) (235 citations)

What are the main themes of his work throughout his whole career to date

Wenming Zheng combines Artificial intelligence and Algorithm in his research. Wenming Zheng applies his multidisciplinary studies on Algorithm and Artificial intelligence in his research. Many of his studies involve connections with topics such as Facial expression recognition and Pattern recognition (psychology). As part of his studies on Facial expression recognition, he frequently links adjacent subjects like Facial recognition system. His study on Facial recognition system is mostly dedicated to connecting different topics, such as Pattern recognition (psychology). Speech recognition and Emotion recognition are commonly linked in his work. Emotion recognition is frequently linked to Speech recognition in his study. His Linguistics study frequently draws connections to other fields, such as Feature (linguistics). His Feature (linguistics) study frequently links to related topics such as Linguistics.

Wenming Zheng most often published in these fields:

Artificial intelligence (80.33%)
Pattern recognition (psychology) (72.95%)
Speech recognition (30.33%)

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks

Tengfei Song;Wenming Zheng;Peng Song;Zhen Cui.
IEEE Transactions on Affective Computing (2020)

373 Citations

Facial expression recognition using kernel canonical correlation analysis (KCCA)

Wenming Zheng;Xiaoyan Zhou;Cairong Zou;Li Zhao.
IEEE Transactions on Neural Networks (2006)

339 Citations

A Deep Neural Network-Driven Feature Learning Method for Multi-view Facial Expression Recognition

Tong Zhang;Wenming Zheng;Zhen Cui;Yuan Zong.
IEEE Transactions on Multimedia (2016)

269 Citations

Spatial–Temporal Recurrent Neural Network for Emotion Recognition

Tong Zhang;Wenming Zheng;Zhen Cui;Yuan Zong.
IEEE Transactions on Systems, Man, and Cybernetics (2019)

239 Citations

Spontaneous facial micro-expression analysis using Spatiotemporal Completed Local Quantized Patterns

Xiaohua Huang;Guoying Zhao;Xiaopeng Hong;Wenming Zheng.
Neurocomputing (2016)

194 Citations

Fisher Discriminant Analysis With L1-Norm

Haixian Wang;Xuesong Lu;Zilan Hu;Wenming Zheng.
IEEE Transactions on Systems, Man, and Cybernetics (2014)

184 Citations

Multichannel EEG-Based Emotion Recognition via Group Sparse Canonical Correlation Analysis

Wenming Zheng.
IEEE Transactions on Cognitive and Developmental Systems (2017)

170 Citations

Gender classification based on boosting local binary pattern

Ning Sun;Wenming Zheng;Changyin Sun;Cairong Zou.
international symposium on neural networks (2006)

168 Citations

L1-Norm-Based Common Spatial Patterns

Haixian Wang;Qin Tang;Wenming Zheng.
IEEE Transactions on Biomedical Engineering (2012)

144 Citations

Multi-View Facial Expression Recognition Based on Group Sparse Reduced-Rank Regression

Wenming Zheng.
IEEE Transactions on Affective Computing (2014)

142 Citations

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Frequent Co-Authors

External Links

Personal Website for Wenming Zheng