Guangzhi Ma

According to our database, Guangzhi Ma authored at least 44 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Fuzzy Machine Learning: A Comprehensive Framework and Systematic Review.

Jie Lu, Guangzhi Ma, Guangquan Zhang

IEEE Trans. Fuzzy Syst., July, 2024

Multisource Domain Adaptation With Interval-Valued Target Data via Fuzzy Neural Networks.

Guangzhi Ma, Jie Lu, Guangquan Zhang

IEEE Trans. Fuzzy Syst., May, 2024

Domain Adaptation With Interval-Valued Observations: Theory and Algorithms.

Guangzhi Ma, Jie Lu, Feng Liu, Zhen Fang, Guangquan Zhang

IEEE Trans. Fuzzy Syst., May, 2024

Quaternion Deformable Local Binary Pattern and Pose-Correction Facial Decomposition for Color Facial Expression Recognition in the Wild.

Lianghai Jin, Yu Zhou, Guangzhi Ma, Enmin Song

IEEE Trans. Comput. Soc. Syst., April, 2024

Multiclass Classification With Fuzzy-Feature Observations: Theory and Algorithms.

Guangzhi Ma, Jie Lu, Feng Liu, Zhen Fang, Guangquan Zhang

IEEE Trans. Cybern., February, 2024

Spatio-temporal scale information fusion of Functional Near-Infrared Spectroscopy signal for depression detection.

Jitao Zhong, Guangzhi Ma, Lu Zhang, Quanhong Wang, Shi Qiao, Hong Peng, Bin Hu

Knowl. Based Syst., January, 2024

Segmentation tracking and clustering system enables accurate multi-animal tracking of social behaviors.

Cheng Tang, Yang Zhou, Shuaizhu Zhao, Mingshu Xie, Ruizhe Zhang, Xiaoyan Long, Lingqiang Zhu, Youming Lu, Guangzhi Ma, Hao Li

Patterns, 2024

2023

A bidirectional registration neural network for cardiac motion tracking using cine MRI images.

Jiayi Lu, Renchao Jin, Manyang Wang, Enmin Song, Guangzhi Ma

Comput. Biol. Medicine, June, 2023

YOLO-OB: An improved anchor-free real-time multiscale colon polyp detector in colonoscopy.

Xiao Yang, Enmin Song, Guangzhi Ma, Yunfeng Zhu, Dongming Yu, Bowen Ding, Xianyuan Wang

CoRR, 2023

CFNet: A medical image segmentation method using the multi-view attention mechanism and adaptive fusion strategy.

Bangcheng Zhan, Enmin Song, Hong Liu, Zhenyu Gong, Guangzhi Ma, Chih-Cheng Hung

Biomed. Signal Process. Control., 2023

Compact Selective Transformer Based on Information Entropy for Facial Expression Recognition in the Wild.

Liyuan Guo, Lianghai Jin, Guangzhi Ma, Xiangyang Xu

Proceedings of the IEEE International Conference on Image Processing, 2023

Interval-Valued Observations-Based Multi-Source Domain Adaptation Using Fuzzy Neural Networks.

Guangzhi Ma, Jie Lu, Guangquan Zhang

Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

2022

APRNet: A 3D Anisotropic Pyramidal Reversible Network With Multi-Modal Cross-Dimension Attention for Brain Tissue Segmentation in MR Images.

Yuzhou Zhuang, Hong Liu, Enmin Song, Guangzhi Ma, Xiangyang Xu, Chih-Cheng Hung

IEEE J. Biomed. Health Informatics, 2022

Quaternion Capsule Neural Network With Region Attention for Facial Expression Recognition in Color Images.

Yu Zhou, Lianghai Jin, Guangzhi Ma, Xiangyang Xu

IEEE Trans. Emerg. Top. Comput. Intell., 2022

Regression of survival data via twin support vector regression.

Guangzhi Ma, Xuejing Zhao

Commun. Stat. Simul. Comput., 2022

Multi-class Classification with Fuzzy-feature Observations: Theory and Algorithms.

Guangzhi Ma, Jie Lu, Feng Liu, Zhen Fang, Guangquan Zhang

CoRR, 2022

Automatic CT liver Couinaud segmentation based on key bifurcation detection with attentive residual hourglass-based cascaded network.

Manyang Wang, Renchao Jin, Jiayi Lu, Enmin Song, Guangzhi Ma

Comput. Biol. Medicine, 2022

2021

Learning U-Net Based Multi-Scale Features in Encoding-Decoding for MR Image Brain Tissue Segmentation.

Jiaosong Long, Guangzhi Ma, Enmin Song, Renchao Jin

Sensors, 2021

A novel approach for ear recognition: learning Mahalanobis distance features from deep CNNs.

Ibrahim Omara, Ahmed Hagag, Guangzhi Ma, Fathi E. Abd El-Samie, Enmin Song

Mach. Vis. Appl., 2021

Dual link distributed source coding scheme for the transmission of satellite hyperspectral imagery.

Ahmed Hagag, Ibrahim Omara, Souleyman Chaib, Guangzhi Ma, Fathi E. Abd El-Samie

J. Vis. Commun. Image Represent., 2021

A Hybrid Model Combining Learning Distance Metric and DAG Support Vector Machine for Multimodal Biometric Recognition.

Ibrahim Omara, Ahmed Hagag, Souleyman Chaib, Guangzhi Ma, Fathi E. Abd El-Samie, Enmin Song

IEEE Access, 2021

Learning from Imprecise Observations: An Estimation Error Bound based on Fuzzy Random Variables.

Guangzhi Ma, Feng Liu, Guangquan Zhang, Jie Lu

Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

2020

A Two-Stage Convolutional Neural Networks for Lung Nodule Detection.

Haichao Cao, Hong Liu, Enmin Song, Guangzhi Ma, Xiangyang Xu, Renchao Jin, Tengying Liu, Chih-Cheng Hung

IEEE J. Biomed. Health Informatics, 2020

Cascaded hybrid residual U-Net for glioma segmentation.

Jiaosong Long, Guangzhi Ma, Hong Liu, Enmin Song, Chih-Cheng Hung, Xiangyang Xu, Renchao Jin, Yuzhou Zhuang, DaiYang Liu

Multim. Tools Appl., 2020

Multi-model Ensemble Learning Architecture Based on 3D CNN for Lung Nodule Malignancy Suspiciousness Classification.

Hong Liu, Haichao Cao, Enmin Song, Guangzhi Ma, Xiangyang Xu, Renchao Jin, Chuhua Liu, Chih-Cheng Hung

J. Digit. Imaging, 2020

Dual-branch residual network for lung nodule segmentation.

Haichao Cao, Hong Liu, Enmin Song, Chih-Cheng Hung, Guangzhi Ma, Xiangyang Xu, Renchao Jin, Jianguo Lu

Appl. Soft Comput., 2020

LDM-DAGSVM: Learning Distance Metric via DAG Support Vector Machine for Ear Recognition Problem.

Ibrahim Omara, Guangzhi Ma, Enmin Song

Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

2019

Learning deep CNNs for impulse noise removal in images.

Lianghai Jin, Wenhua Zhang, Guangzhi Ma, Enmin Song

J. Vis. Commun. Image Represent., 2019

An effective image retrieval based on optimized genetic algorithm utilized a novel SVM-based convolutional neural network classifier.

Mudhafar Jalil Jassim Ghrabat, Guangzhi Ma, Ismail Yaqub Maolood, Shayem Saleh Alresheedi, Zaid Ameen Abduljabbar

Hum. centric Comput. Inf. Sci., 2019

Two-Stage Convolutional Neural Network Architecture for Lung Nodule Detection.

Haichao Cao, Hong Liu, Enmin Song, Guangzhi Ma, Xiangyang Xu, Renchao Jin, Tengying Liu, Chih-Cheng Hung

CoRR, 2019

Greedy Learning of Deep Boltzmann Machine (GDBM)'s Variance and Search Algorithm for Efficient Image Retrieval.

Mudhafar Jalil Jassim Ghrabat, Guangzhi Ma, Zaid Ameen Abduljabbar, Mustafa A. Al Sibahee, Safa Jalil Jassim

IEEE Access, 2019

Multi-Branch Ensemble Learning Architecture Based on 3D CNN for False Positive Reduction in Lung Nodule Detection.

Haichao Cao, Hong Liu, Enmin Song, Guangzhi Ma, Xiangyang Xu, Renchao Jin, Tengying Liu, Chih-Cheng Hung

IEEE Access, 2019

2018

Impulse noise reduction in color images based on mean shift and channel suppression.

Lianghai Jin, Zhiliang Zhu, Enmin Song, Guangzhi Ma

J. Electronic Imaging, 2018

Towards Efficient for Learning Model Image Retrieval.

Mudhafar Jalil Jassim Ghrabat, Guangzhi Ma, Chih Cheng

Proceedings of the 14th International Conference on Semantics, Knowledge and Grids, 2018

2017

Tunable discounting and visual exploration for language models.

Junfei Guo, Qi Han, Guangzhi Ma, Hong Liu, Seth van Hooland

Neurocomputing, 2017

2015

A novel method for fusion of differently exposed images based on spatial distribution of intensity for ubiquitous multimedia.

Mali Yu, Enmin Song, Renchao Jin, Hong Liu, Xiangyang Xu, Guangzhi Ma

Multim. Tools Appl., 2015

2013

Pattern classification of dermoscopy images: A perceptually uniform model.

Qaisar Abbas, M. Emre Celebi, Carmen Serrano, Irene Fondón García, Guangzhi Ma

Pattern Recognit., 2013

2012

Multiple costs based decision making with back-propagation neural networks.

Guangzhi Ma, Enmin Song, Chih-Cheng Hung, Li Su, Dongshan Huang

Decis. Support Syst., 2012

2011

Semi-supervised multi-class Adaboost by exploiting unlabeled data.

Enmin Song, Dongshan Huang, Guangzhi Ma, Chih-Cheng Hung

Expert Syst. Appl., 2011

A unified design method utilizing decomposability and composability for secure systems.

Edward Jung, Chih-Cheng Hung, Guangzhi Ma, Seonho Choi

Proceedings of the Research in Applied Computation Symposium, 2011

The investigation of the structural properties of machines for the design of secure and trustworthy systems.

Edward Jung, Chih-Cheng Hung, Guangzhi Ma, Seonho Choi

Proceedings of the Research in Applied Computation Symposium, 2011

2009

A new cross-training approach by using labeled data.

Dongshan Huang, Enmin Song, Guangzhi Ma, Huirong Zhan, Chih-Cheng Hung

Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

Introducing Gene Clusters into a P2P Based TSP Solving Algorithm.

Guangzhi Ma, Yansheng Lu, Enmin Song, Wei Zhang

Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009

2008

Attribute Reduction Algorithm Research Based on Rough Core and Back Elimination.

Guojun Zhang, Enmin Song, Guangzhi Ma, Wei Zhang

Proceedings of the 9th International Conference for Young Computer Scientists, 2008