Zhang Yi

According to our database, Zhang Yi authored at least 325 papers between 1996 and 2024.

Collaborative distances:

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

2024

Segmentation of Lung Lesions through Bilateral Learning Branches to Aggregating Contextual and Local Characteristics.

Hao Niu, Linjing Li, Bo Yuan, Min Zhu, Xiuyuan Xu, Xi Lu, Fengming Luo, Zhang Yi

Int. J. Comput. Intell. Syst., December, 2024

A Bidirectional Feedforward Neural Network Architecture Using the Discretized Neural Memory Ordinary Differential Equation.

Hao Niu, Zhang Yi, Tao He

Int. J. Neural Syst., April, 2024

Ori-Net: Orientation-guided Neural Network for Automated Coronary Arteries Segmentation.

Weili Jiang, Yiming Li, Yuheng Jia, Yuan Feng, Zhang Yi, Mao Chen, Jianyong Wang

Expert Syst. Appl., March, 2024

Hierarchical graph augmented stacked autoencoders for multi-view representation learning.

Jianping Gou, Nannan Xie, Jinhua Liu, Baosheng Yu, Weihua Ou, Zhang Yi, Wu Chen

Inf. Fusion, February, 2024

Weighted Graph-Structured Semantics Constraint Network for Cross-Modal Retrieval.

Lei Zhang, Leiting Chen, Chuan Zhou, Xin Li, Fan Yang, Zhang Yi

IEEE Trans. Multim., 2024

Reconstructed Graph Constrained Auto-Encoders for Multi-View Representation Learning.

Jianping Gou, Nannan Xie, Yunhao Yuan, Lan Du, Weihua Ou, Zhang Yi

IEEE Trans. Multim., 2024

Hierarchical Locality-Aware Deep Dictionary Learning for Classification.

Jianping Gou, Xin He, Lan Du, Baosheng Yu, Wenbai Chen, Zhang Yi

IEEE Trans. Multim., 2024

2023

Large-Scale Meta-Heuristic Feature Selection Based on BPSO Assisted Rough Hypercuboid Approach.

Chuan Luo, Sizhao Wang, Tianrui Li, Hongmei Chen, Jiancheng Lv, Zhang Yi

IEEE Trans. Neural Networks Learn. Syst., December, 2023

Supervised Learning in Multilayer Spiking Neural Networks With Spike Temporal Error Backpropagation.

Xiaoling Luo, Hong Qu, Yuchen Wang, Zhang Yi, Jilun Zhang, Malu Zhang

IEEE Trans. Neural Networks Learn. Syst., December, 2023

Enhancing Robustness of Medical Image Segmentation Model with Neural Memory Ordinary Differential Equation.

Junjie Hu, Chengrong Yu, Zhang Yi, Haixian Zhang

Int. J. Neural Syst., December, 2023

RegNet: Self-Regulated Network for Image Classification.

Jing Xu, Yu Pan, Xinglin Pan, Steven C. H. Hoi, Zhang Yi, Zenglin Xu

IEEE Trans. Neural Networks Learn. Syst., November, 2023

GFF-Net: Graph-based feature fusion network for diagnosing plus disease in retinopathy of prematurity.

Kaide Huang, Wentao Dong, Jie Li, Yuanyuan Chen, Jie Zhong, Zhang Yi

Appl. Intell., November, 2023

MemGCN: memory-augmented graph neural network for predict conduction disturbance after transcatheter aortic valve replacement.

Luosang Gadeng, Yuheng Jia, Jianyong Wang, Yiming Li, Yuan Feng, Mao Chen, Zhang Yi

Appl. Intell., November, 2023

Channel-Correlation-Based Selective Knowledge Distillation.

Jianping Gou, Xiangshuo Xiong, Baosheng Yu, Yibing Zhan, Zhang Yi

IEEE Trans. Cogn. Dev. Syst., September, 2023

RHDOFS: A Distributed Online Algorithm Towards Scalable Streaming Feature Selection.

Chuan Luo, Sizhao Wang, Tianrui Li, Hongmei Chen, Jiancheng Lv, Zhang Yi

IEEE Trans. Parallel Distributed Syst., June, 2023

Multilevel Attention-Based Sample Correlations for Knowledge Distillation.

Jianping Gou, Liyuan Sun, Baosheng Yu, Shaohua Wan, Weihua Ou, Zhang Yi

IEEE Trans. Ind. Informatics, May, 2023

Intra-class consistency and inter-class discrimination feature learning for automatic skin lesion classification.

Lituan Wang, Lei Zhang, Xin Shu, Zhang Yi

Medical Image Anal., April, 2023

Cascade-refine model for cephalometric landmark detection in high-resolution orthodontic images.

Tao He, Jixiang Guo, Wei Tang, Wei Zeng, Ping He, Fanxin Zeng, Zhang Yi

Knowl. Based Syst., April, 2023

Robust co-teaching learning with consistency-based noisy label correction for medical image classification.

Minjuan Zhu, Lei Zhang, Lituan Wang, Dong Li, Jianwei Zhang, Zhang Yi

Int. J. Comput. Assist. Radiol. Surg., April, 2023

Spark Rough Hypercuboid Approach for Scalable Feature Selection.

Chuan Luo, Sizhao Wang, Tianrui Li, Hongmei Chen, Jiancheng Lv, Zhang Yi

IEEE Trans. Knowl. Data Eng., March, 2023

The Gap in the Thickness: Estimating Effectiveness of Pulmonary Nodule Detection in Thick- and Thin-Section CT Images with 3D Deep Neural Networks.

Quan Guo, Chengdi Wang, Jixiang Guo, Hongli Bai, Xiuyuan Xu, Lan Yang, Jianyong Wang, Nan Chen, Zihuai Wang, Yuncui Gan, Lunxu Liu, Weimin Li, Zhang Yi

Comput. Methods Programs Biomed., February, 2023

Intra- and Inter-Class Induced Discriminative Deep Dictionary Learning for Visual Recognition.

Jianping Gou, Xia Yuan, Baosheng Yu, Jiali Yu, Zhang Yi

IEEE Trans. Multim., 2023

A Feature Space-Restricted Attention Attack on Medical Deep Learning Systems.

Zizhou Wang, Xin Shu, Yan Wang, Yangqin Feng, Lei Zhang, Zhang Yi

IEEE Trans. Cybern., 2023

Discriminative and Geometry-Preserving Adaptive Graph Embedding for dimensionality reduction.

Jianping Gou, Xia Yuan, Ya Xue, Lan Du, Jiali Yu, Shuyin Xia, Zhang Yi

Neural Networks, 2023

Fine-grained recognition: Multi-granularity labels and category similarity matrix.

Xin Shu, Lei Zhang, Zizhou Wang, Lituan Wang, Zhang Yi

Knowl. Based Syst., 2023

Multilayer perceptron neural network with regression and ranking loss for patient-specific quality assurance.

Wenjie Liu, Lei Zhang, Lizhang Xie, Ting Hu, Guangjun Li, Sen Bai, Zhang Yi

Knowl. Based Syst., 2023

Weight matrix as a switch between line attractor and plane attractor of ring neural networks.

Jiali Yu, Wenshuang Chen, Jinsong Leng, Chunxiao Wang, Zhang Yi

Neurocomputing, 2023

Intelligent Analysis of Fundus Images - Methods and Applications

Yuanyuan Chen, Jie Zhong, Zhang Yi

Series on Deep Learning Neural Networks 1, WorldScientific, ISBN: 9789811270383, 2023

2022

An Attention-Based Interactive Learning-to-Rank Model for Document Retrieval.

Fan Zhang, Wenyu Chen, Mingsheng Fu, Fan Li, Hong Qu, Zhang Yi

IEEE Trans. Syst. Man Cybern. Syst., 2022

Evolutionary Shallowing Deep Neural Networks at Block Levels.

Yao Zhou, Gary G. Yen, Zhang Yi

IEEE Trans. Neural Networks Learn. Syst., 2022

Deep Attention-Based Imbalanced Image Classification.

Lituan Wang, Lei Zhang, Xiaofeng Qi, Zhang Yi

IEEE Trans. Neural Networks Learn. Syst., 2022

Subtraction Gates: Another Way to Learn Long-Term Dependencies in Recurrent Neural Networks.

Tao He, Hua Mao, Zhang Yi

IEEE Trans. Neural Networks Learn. Syst., 2022

RECISTSup: Weakly-Supervised Lesion Volume Segmentation Using RECIST Measurement.

Han Wang, Fasheng Yi, Jingling Wang, Zhang Yi, Haixian Zhang

IEEE Trans. Medical Imaging, 2022

Hierarchical Graph Augmented Deep Collaborative Dictionary Learning for Classification.

Jianping Gou, Xia Yuan, Lan Du, Shuyin Xia, Zhang Yi

IEEE Trans. Intell. Transp. Syst., 2022

Deep Neural Network With Structural Similarity Difference and Orientation-Based Loss for Position Error Classification in the Radiotherapy of Graves' Ophthalmopathy Patients.

Wenjie Liu, Lei Zhang, Guyu Dai, Xiangbin Zhang, Guangjun Li, Zhang Yi

IEEE J. Biomed. Health Informatics, 2022

Feature Pyramid Network With Level-Aware Attention for Meningioma Segmentation.

Wei Huang, Xin Shu, Zizhou Wang, Lei Zhang, Chaoyue Chen, Jianguo Xu, Zhang Yi

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

Analysis of Equilibria for a Class of Recurrent Neural Networks With Two Subnetworks.

Fang Xu, Lingling Liu, Jacek M. Zurada, Zhang Yi

IEEE Trans. Cybern., 2022

Automated Segmentation of the Clinical Target Volume in the Planning CT for Breast Cancer Using Deep Neural Networks.

Xiaofeng Qi, Junjie Hu, Lei Zhang, Sen Bai, Zhang Yi

IEEE Trans. Cybern., 2022

Feature-Sensitive Deep Convolutional Neural Network for Multi-Instance Breast Cancer Detection.

Yan Wang, Lei Zhang, Xin Shu, Yangqin Feng, Zhang Yi, Qing Lv

IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Partially Recurrent Network With Highway Connections.

Jianyong Wang, Haixian Zhang, Zhang Yi

IEEE Trans. Cogn. Dev. Syst., 2022

Evolutionary Neural Architecture Search for Automatic Esophageal Lesion Identification and Segmentation.

Yao Zhou, Xianglei Yuan, Xiaozhi Zhang, Wei Liu, Yu Wu, Gary G. Yen, Bing Hu, Zhang Yi

IEEE Trans. Artif. Intell., 2022

Gram regularization for sparse and disentangled representation.

Zhentao Gao, Yuanyuan Chen, Quan Guo, Zhang Yi

Pattern Anal. Appl., 2022

Continuous Recurrent Neural Networks Based on Function Satlins.

Yue Huang, Jiali Yu, Jinsong Leng, Bisen Liu, Zhang Yi

Neural Process. Lett., 2022

Segmentation for regions of interest in radiotherapy by self-supervised learning.

Chengrong Yu, Junjie Hu, Guiyuan Li, Shengqian Zhu, Sen Bai, Zhang Yi

Knowl. Based Syst., 2022

Cross-granularity multi-task network for ischemia diagnosis and defect detection in the myocardial perfusion imaging.

Jianan Wei, Pei Yang, Yong Pi, Huawei Cai, Lisha Jiang, Yongzhao Xiang, Zhen Zhao, Zhang Yi

Knowl. Based Syst., 2022

Fusing deep and handcrafted features for intelligent recognition of uptake patterns on thyroid scintigraphy.

Yong Pi, Pei Yang, Jianan Wei, Zhen Zhao, Huawei Cai, Zhang Yi

Knowl. Based Syst., 2022

Fusing entropy measures for dynamic feature selection in incomplete approximation spaces.

Chuan Luo, Tianrui Li, Hongmei Chen, Jiancheng Lv, Zhang Yi

Knowl. Based Syst., 2022

VMAT dose prediction in radiotherapy by using progressive refinement UNet.

Jianyong Wang, Junjie Hu, Ying Song, Qiang Wang, Xiaozhi Zhang, Sen Bai, Zhang Yi

Neurocomputing, 2022

Computer-aided diagnosis of breast cancer in ultrasonography images by deep learning.

Xiaofeng Qi, Fasheng Yi, Lei Zhang, Yao Chen, Yong Pi, Yuanyuan Chen, Jixiang Guo, Jianyong Wang, Quan Guo, Jilan Li, Yi Chen, Qing Lv, Zhang Yi

Neurocomputing, 2022

Deep Multimodal Neural Network Based on Data-Feature Fusion for Patient-Specific Quality Assurance.

Ting Hu, Lizhang Xie, Lei Zhang, Guangjun Li, Zhang Yi

Int. J. Neural Syst., 2022

An intelligent system for craniomaxillofacial defecting reconstruction.

Lei Xu, Yutao Xiong, Jixiang Guo, Wei Tang, Kelvin Kian Loong Wong, Zhang Yi

Int. J. Intell. Syst., 2022

A medical question answering system using large language models and knowledge graphs.

Quan Guo, Shuai Cao, Zhang Yi

Int. J. Intell. Syst., 2022

An automatic fine-grained skeleton segmentation method for whole-body bone scintigraphy using atlas-based registration.

Jianan Wei, Huawei Cai, Yong Pi, Zhen Zhao, Zhang Yi

Int. J. Comput. Assist. Radiol. Surg., 2022

Metal artifact reduction for oral and maxillofacial computed tomography images by a generative adversarial network.

Lei Xu, Shanluo Zhou, Jixiang Guo, Weidong Tian, Wei Tang, Zhang Yi

Appl. Intell., 2022

Multi-view fusion segmentation for brain glioma on CT images.

Han Wang, Junjie Hu, Ying Song, Lei Zhang, Sen Bai, Zhang Yi

Appl. Intell., 2022

Automated assessment of BI-RADS categories for ultrasound images using multi-scale neural networks with an order-constrained loss function.

Yong Pi, Qian Li, Xiaofeng Qi, Dan Deng, Zhang Yi

Appl. Intell., 2022

Deep Dictionary Learning with an Intra-Class Constraint.

Xia Yuan, Jianping Gou, Baosheng Yu, Jiali Yu, Zhang Yi

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Automatic Diagnose of Drug-Resistance Tuberculosis from CT Images Based on Deep Neural Networks.

Qiuyu Du, Shufan Liang, Jixiang Guo, Zhang Yi, Weiming Li, Chengdi Wang, Xiuyuan Xu

Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022

Efficient Esophageal Lesion Detection using Polarization Regularized Network Slimming.

Yue Fu, Yao Zhou, Xianglei Yuan, Wei Liu, Bing Hu, Zhang Yi

Proceedings of the 8th IEEE International Conference on Cloud Computing and Intelligent Systems, 2022

2021

Deep-Learning-Empowered Breast Cancer Auxiliary Diagnosis for 5GB Remote E-Health.

Keping Yu, Liang Tan, Long Lin, Xiaofan Cheng, Zhang Yi, Takuro Sato

IEEE Wirel. Commun., 2021

DeepUWF: An Automated Ultra-Wide-Field Fundus Screening System via Deep Learning.

Wei Zhang, Xiujuan Zhao, Yuanyuan Chen, Jie Zhong, Zhang Yi

IEEE J. Biomed. Health Informatics, 2021

A Knee-Guided Evolutionary Algorithm for Compressing Deep Neural Networks.

Yao Zhou, Gary G. Yen, Zhang Yi

IEEE Trans. Cybern., 2021

Learning Manifold Structures With Subspace Segmentations.

Shangming Yang, Lei Zhang, Xiaofei He, Zhang Yi

IEEE Trans. Cybern., 2021

An End-to-End Mammogram Diagnosis: A New Multi-Instance and Multiscale Method Based on Single-Image Feature.

Zizhou Wang, Lei Zhang, Xin Shu, Qing Lv, Zhang Yi

IEEE Trans. Cogn. Dev. Syst., 2021

Deep adversarial domain adaptation for breast cancer screening from mammograms.

Yan Wang, Yangqin Feng, Lei Zhang, Zizhou Wang, Qing Lv, Zhang Yi

Medical Image Anal., 2021

Incorporating historical sub-optimal deep neural networks for dose prediction in radiotherapy.

Junjie Hu, Ying Song, Qiang Wang, Sen Bai, Zhang Yi

Medical Image Anal., 2021

Missed diagnoses detection by adversarial learning.

Xiaofeng Qi, Junjie Hu, Zhang Yi

Knowl. Based Syst., 2021

Fractional-Order Retinex for Adaptive Contrast Enhancement of Under-Exposed Traffic Images.

Yi-Fei Pu, Ni Zhang, Zhengning Wang, Jian Wang, Zhang Yi, Yan Wang, Jiliu Zhou

IEEE Intell. Transp. Syst. Mag., 2021

Coexistence of continuous attractors with different dimensions for neural networks.

Wanyu Xiang, Jiali Yu, Zhang Yi, Chunxiao Wang, Qing Gao, Yong Liao

Neurocomputing, 2021

A multi-instance networks with multiple views for classification of mammograms.

Ting Hu, Lei Zhang, Lizhang Xie, Zhang Yi

Neurocomputing, 2021

Multi-scale attention U-net for segmenting clinical target volume in graves' ophthalmopathy.

Junjie Hu, Ying Song, Lei Zhang, Sen Bai, Zhang Yi

Neurocomputing, 2021

Cephalometric landmark detection by considering translational invariance in the two-stage framework.

Tao He, Jie Yao, Weidong Tian, Zhang Yi, Wei Tang, Jixiang Guo

Neurocomputing, 2021

The effect of coefficients on the continuous attractors in coupled Highway Neural Networks.

Wenshuang Chen, Jiali Yu, Zhang Yi, Hong Qu

Neurocomputing, 2021

Adaptive sparse dropout: Learning the certainty and uncertainty in deep neural networks.

Yuanyuan Chen, Zhang Yi

Neurocomputing, 2021

An intelligent system of pelvic lymph node detection.

Han Wang, Hao Huang, Jingling Wang, Mingtian Wei, Zhang Yi, Ziqiang Wang, Haixian Zhang

Int. J. Intell. Syst., 2021

Class mean-weighted discriminative collaborative representation for classification.

Jianping Gou, Jun Song, Lan Du, Shaoning Zeng, Yongzhao Zhan, Zhang Yi

Int. J. Intell. Syst., 2021

Automatic airway tree segmentation based on multi-scale context information.

Kai Zhou, Nan Chen, Xiuyuan Xu, Zihuai Wang, Jixiang Guo, Lunxu Liu, Zhang Yi

Int. J. Comput. Assist. Radiol. Surg., 2021

RPLS-Net: pulmonary lobe segmentation based on 3D fully convolutional networks and multi-task learning.

Jinxin Liu, Chengdi Wang, Jixiang Guo, Jun Shao, Xiuyuan Xu, Xiaoxin Liu, Hongxia Li, Weimin Li, Zhang Yi

Int. J. Comput. Assist. Radiol. Surg., 2021

Automatic differentiation of thyroid scintigram by deep convolutional neural network: a dual center study.

Pei Yang, Yong Pi, Tao He, Jiangming Sun, Jianan Wei, Yongzhao Xiang, Lisha Jiang, Lin Li, Zhang Yi, Zhen Zhao, Huawei Cai

BMC Medical Imaging, 2021

Automatic identification of suspicious bone metastatic lesions in bone scintigraphy using convolutional neural network.

Yemei Liu, Pei Yang, Yong Pi, Lisha Jiang, Xiao Zhong, Junjun Cheng, Yongzhao Xiang, Jianan Wei, Lin Li, Zhang Yi, Huawei Cai, Zhen Zhao

BMC Medical Imaging, 2021

DeepUWF-plus: automatic fundus identification and diagnosis system based on ultrawide-field fundus imaging.

Wei Zhang, Yan Dai, Miao Liu, Yuanyuan Chen, Jie Zhong, Zhang Yi

Appl. Intell., 2021

Application of Internet Plus: TCM Clinical Intelligent Decision Making.

Jun Xie, Sijie Dang, Xiuyuan Xu, Jixiang Guo, Xiaozhi Zhang, Zhang Yi

Proceedings of the Advances in Swarm Intelligence - 12th International Conference, 2021

A prior-based method for colorectal lymph node region classification via deep neural network.

Yueyao Huang, Shuo Huang, Han Wang, Mingtian Wei, Jingling Wang, Haixian Zhang, Ziqiang Wang, Zhang Yi

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020

Evolutionary Compression of Deep Neural Networks for Biomedical Image Segmentation.

Yao Zhou, Gary G. Yen, Zhang Yi

IEEE Trans. Neural Networks Learn. Syst., 2020

Deep Neural Networks With Region-Based Pooling Structures for Mammographic Image Classification.

Xin Shu, Lei Zhang, Zizhou Wang, Qing Lv, Zhang Yi

IEEE Trans. Medical Imaging, 2020

MediMLP: Using Grad-CAM to Extract Crucial Variables for Lung Cancer Postoperative Complication Prediction.

Tao He, Jixiang Guo, Nan Chen, Xiuyuan Xu, Zihuai Wang, Kaiyu Fu, Lunxu Liu, Zhang Yi

IEEE J. Biomed. Health Informatics, 2020

Outlier Detection Using Structural Scores in a High-Dimensional Space.

Xiaojie Li, Jiancheng Lv, Zhang Yi

IEEE Trans. Cybern., 2020

Memory Mechanisms for Discriminative Visual Tracking Algorithms With Deep Neural Networks.

Lituan Wang, Lei Zhang, Jianyong Wang, Zhang Yi

IEEE Trans. Cogn. Dev. Syst., 2020

Weighted discriminative collaborative competitive representation for robust image classification.

Jianping Gou, Lei Wang, Zhang Yi, Yunhao Yuan, Weihua Ou, Qirong Mao

Neural Networks, 2020

MSCS-DeepLN: Evaluating lung nodule malignancy using multi-scale cost-sensitive neural networks.

Xiuyuan Xu, Chengdi Wang, Jixiang Guo, Yuncui Gan, Jianyong Wang, Hongli Bai, Lei Zhang, Weimin Li, Zhang Yi

Medical Image Anal., 2020

Automatic diagnosis for thyroid nodules in ultrasound images by deep neural networks.

Lituan Wang, Lei Zhang, Minjuan Zhu, Xiaofeng Qi, Zhang Yi

Medical Image Anal., 2020

Automated diagnosis of bone metastasis based on multi-view bone scans using attention-augmented deep neural networks.

Yong Pi, Zhen Zhao, Yongzhao Xiang, Yuhao Li, Huawei Cai, Zhang Yi

Medical Image Anal., 2020

Multi-task learning for the segmentation of organs at risk with label dependence.

Tao He, Junjie Hu, Ying Song, Jixiang Guo, Zhang Yi

Medical Image Anal., 2020

DeepLN: A framework for automatic lung nodule detection using multi-resolution CT screening images.

Xiuyuan Xu, Chengdi Wang, Jixiang Guo, Lan Yang, Hongli Bai, Weimin Li, Zhang Yi

Knowl. Based Syst., 2020

Neural networks model based on an automated multi-scale method for mammogram classification.

Lizhang Xie, Lei Zhang, Ting Hu, Haiying Huang, Zhang Yi

Knowl. Based Syst., 2020

Automated detection of kidney abnormalities using multi-feature fusion convolutional neural networks.

Yu Wu, Zhang Yi

Knowl. Based Syst., 2020

Surrogate dropout: Learning optimal drop rate through proxy.

Junjie Hu, Yuanyuan Chen, Lei Zhang, Zhang Yi

Knowl. Based Syst., 2020

Automated diagnosis of neonatal encephalopathy on aEEG using deep neural networks.

Jingling Wang, Rong Ju, Yuanyuan Chen, Guijun Liu, Zhang Yi

Neurocomputing, 2020

Automated diagnosis of multi-plane breast ultrasonography images using deep neural networks.

Yong Pi, Yao Chen, Dan Deng, Xiaofeng Qi, Jilan Li, Qing Lv, Zhang Yi

Neurocomputing, 2020

A novel method to compute the weights of neural networks.

Zhentao Gao, Yuanyuan Chen, Zhang Yi

Neurocomputing, 2020

DeepEC: An error correction framework for dose prediction and organ segmentation using deep neural networks.

Han Wang, Haixian Zhang, Junjie Hu, Ying Song, Sen Bai, Zhang Yi

Int. J. Intell. Syst., 2020

Multilabel classification by exploiting data-driven pair-wise label dependence.

Tao He, Lei Zhang, Jixiang Guo, Zhang Yi

Int. J. Intell. Syst., 2020

Line attractors of coupled ring neural networks with block circulant weight matrix.

Jiali Yu, Zhang Yi, Jinsong Leng

Int. J. Comput. Math., 2020

Discriminative globality and locality preserving graph embedding for dimensionality reduction.

Jianping Gou, Yuanyuan Yang, Zhang Yi, Jiancheng Lv, Qirong Mao, Yongzhao Zhan

Expert Syst. Appl., 2020

2019

A Highly Effective and Robust Membrane Potential-Driven Supervised Learning Method for Spiking Neurons.

Malu Zhang, Hong Qu, Ammar Belatreche, Yi Chen, Zhang Yi

IEEE Trans. Neural Networks Learn. Syst., 2019

Automated Analysis for Retinopathy of Prematurity by Deep Neural Networks.

Junjie Hu, Yuanyuan Chen, Jie Zhong, Rong Ju, Zhang Yi

IEEE Trans. Medical Imaging, 2019

A Local Mean Representation-based <i>K</i>-Nearest Neighbor Classifier.

Jianping Gou, Wenmo Qiu, Zhang Yi, Yong Xu, Qirong Mao, Yongzhao Zhan

ACM Trans. Intell. Syst. Technol., 2019

IGD Indicator-Based Evolutionary Algorithm for Many-Objective Optimization Problems.

Yanan Sun, Gary G. Yen, Zhang Yi

IEEE Trans. Evol. Comput., 2019

Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations.

Yanan Sun, Gary G. Yen, Zhang Yi

IEEE Trans. Evol. Comput., 2019

Robust Multiobjective Optimization via Evolutionary Algorithms.

Zhenan He, Gary G. Yen, Zhang Yi

IEEE Trans. Evol. Comput., 2019

A Novel Deep Learning-Based Collaborative Filtering Model for Recommendation System.

Mingsheng Fu, Hong Qu, Zhang Yi, Li Lu, Yongsheng Liu

IEEE Trans. Cybern., 2019

Predicting movie box-office revenues using deep neural networks.

Yao Zhou, Lei Zhang, Zhang Yi

Neural Comput. Appl., 2019

Stem cell motion-tracking by using deep neural networks with multi-output.

Yangxu Wang, Hua Mao, Zhang Yi

Neural Comput. Appl., 2019

Spectrogram based multi-task audio classification.

Yuni Zeng, Hua Mao, Dezhong Peng, Zhang Yi

Multim. Tools Appl., 2019

Automated diagnosis of breast ultrasonography images using deep neural networks.

Xiaofeng Qi, Lei Zhang, Yao Chen, Yong Pi, Yi Chen, Qing Lv, Zhang Yi

Medical Image Anal., 2019

Automated segmentation of macular edema in OCT using deep neural networks.

Junjie Hu, Yuanyuan Chen, Zhang Yi

Medical Image Anal., 2019

Automated identification and grading system of diabetic retinopathy using deep neural networks.

Wei Zhang, Jie Zhong, Shijun Yang, Zhentao Gao, Junjie Hu, Yuanyuan Chen, Zhang Yi

Knowl. Based Syst., 2019

A multitask multiview clustering algorithm in heterogeneous situations based on LLE and LE.

Zhang Yi, Yan Yang, Tianrui Li, Hamido Fujita

Knowl. Based Syst., 2019

Locality constrained representation-based K-nearest neighbor classification.

Jianping Gou, Wenmo Qiu, Zhang Yi, Xiangjun Shen, Yongzhao Zhan, Weihua Ou

Knowl. Based Syst., 2019

Locality-constrained least squares regression for subspace clustering.

Yuanyuan Chen, Zhang Yi

Knowl. Based Syst., 2019

DeepLNAnno: a Web-Based Lung Nodules Annotating System for CT Images.

Sihang Chen, Jixiang Guo, Chengdi Wang, Xiuyuan Xu, Zhang Yi, Weimin Li

J. Medical Syst., 2019

A New Sparse Restricted Boltzmann Machine.

Jiangshu Wei, Jiancheng Lv, Zhang Yi

Int. J. Pattern Recognit. Artif. Intell., 2019

A collaborative contour detector by gradient and active contours for ultrasound kidney images.

Kang Li, Jixiang Guo, Zhang Yi

Int. J. Comput. Math., 2019

Diagnosis of Diabetic Retinopathy Using Deep Neural Networks.

Zhentao Gao, Jie Li, Jixiang Guo, Yuanyuan Chen, Zhang Yi, Jie Zhong

IEEE Access, 2019

Multi-task Learning for the Segmentation of Thoracic Organs at Risk in CT images.

Tao He, Jixiang Guo, Jianyong Wang, Xiuyuan Xu, Zhang Yi

Proceedings of the 2019 Challenge on Segmentation of THoracic Organs at Risk in CT Images, 2019

Discriminative Group Collaborative Competitive Representation for Visual Classification.

Jianping Gou, Lei Wang, Zhang Yi, Yun-Hao Yuan, Weihua Ou, Qirong Mao

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

An Incremental Feature Selection Approach Based on Information Entropy for Incomplete Data.

Chuan Luo, Tianrui Li, Zhang Yi

Proceedings of the 2019 IEEE Intl Conf on Dependable, 2019

2018

Theoretical Study of Oscillator Neurons in Recurrent Neural Networks.

Lei Zhang, Zhang Yi, Shun-ichi Amari

IEEE Trans. Neural Networks Learn. Syst., 2018

Recurrent Neural Networks With Auxiliary Memory Units.

Jianyong Wang, Lei Zhang, Quan Guo, Zhang Yi

IEEE Trans. Neural Networks Learn. Syst., 2018

Connections Between Nuclear-Norm and Frobenius-Norm-Based Representations.

Xi Peng, Canyi Lu, Zhang Yi, Huajin Tang

IEEE Trans. Neural Networks Learn. Syst., 2018

An Efficient Representation-Based Method for Boundary Point and Outlier Detection.

Xiaojie Li, Jiancheng Lv, Zhang Yi

IEEE Trans. Neural Networks Learn. Syst., 2018

Graph Regularized Restricted Boltzmann Machine.

Dongdong Chen, Jiancheng Lv, Zhang Yi

IEEE Trans. Neural Networks Learn. Syst., 2018

A Fractional-Order Variational Framework for Retinex: Fractional-Order Partial Differential Equation-Based Formulation for Multi-Scale Nonlocal Contrast Enhancement with Texture Preserving.

Yi-Fei Pu, Patrick Siarry, Amitava Chatterjee, Zhengning Wang, Zhang Yi, Yiguang Liu, Jiliu Zhou, Yan Wang

IEEE Trans. Image Process., 2018

Improved Regularity Model-Based EDA for Many-Objective Optimization.

Yanan Sun, Gary G. Yen, Zhang Yi

IEEE Trans. Evol. Comput., 2018

Subnormal Distribution Derived From Evolving Networks With Variable Elements.

Minyu Feng, Hong Qu, Zhang Yi, Jürgen Kurths

IEEE Trans. Cybern., 2018

Orthogonal Principal Coefficients Embedding for Unsupervised Subspace Learning.

Xinxing Xu, Shijie Xiao, Zhang Yi, Xi Peng, Yong Liu

IEEE Trans. Cogn. Dev. Syst., 2018

Tracking topology structure adaptively with deep neural networks.

Xueying Shi, Guangyong Chen, Pheng-Ann Heng, Zhang Yi

Neural Comput. Appl., 2018

Symmetric convolutional neural network for mandible segmentation.

Ming Yan, Jixiang Guo, Weidong Tian, Zhang Yi

Knowl. Based Syst., 2018

Audio classification using attention-augmented convolutional neural network.

Yu Wu, Hua Mao, Zhang Yi

Knowl. Based Syst., 2018

Incremental rough set approach for hierarchical multicriteria classification.

Chuan Luo, Tianrui Li, Hongmei Chen, Hamido Fujita, Zhang Yi

Inf. Sci., 2018

Subspace clustering using a low-rank constrained autoencoder.

Yuanyuan Chen, Lei Zhang, Zhang Yi

Inf. Sci., 2018

Symmetric low-rank preserving projections for subspace learning.

Jie Chen, Hua Mao, Haixian Zhang, Zhang Yi

Neurocomputing, 2018

A New Delay Connection for Long Short-Term Memory Networks.

Jianyong Wang, Lei Zhang, Yuanyuan Chen, Zhang Yi

Int. J. Neural Syst., 2018

Breast cancer cell nuclei classification in histopathology images using deep neural networks.

Yangqin Feng, Lei Zhang, Zhang Yi

Int. J. Comput. Assist. Radiol. Surg., 2018

DeepCXray: Automatically Diagnosing Diseases on Chest X-Rays Using Deep Neural Networks.

Xiuyuan Xu, Quan Guo, Jixiang Guo, Zhang Yi

IEEE Access, 2018

Sparsity and Geometry Preserving Graph Embedding for Dimensionality Reduction.

Jianping Gou, Zhang Yi, David Zhang, Yongzhao Zhan, Xiangjun Shen, Lan Du

IEEE Access, 2018

A New Discriminative Collaborative Neighbor Representation Method for Robust Face Recognition.

Jianping Gou, Lei Wang, Zhang Yi, Jiancheng Lv, Qirong Mao, Yun-Hao Yuan

IEEE Access, 2018

Continuous Attractors of 3-D Discrete-Time Ring Networks with Circulant Weight Matrix.

Jiali Yu, Zhang Yi, Yong Liao, De-An Wu, Xiong Dai

Proceedings of the Advances in Neural Networks - ISNN 2018, 2018

Continuous Attractors of Nonlinear Neural Networks with Asymmetric Connection Weights.

Jiali Yu, Zhang Yi, Chunxiao Wang, Yong Liao, Zhixin Pang

Proceedings of the Neural Information Processing - 25th International Conference, 2018

A Supervised Learning Framework for Prediction of Incompatible Herb Pair in Traditional Chinese Medicine.

Jiajing Zhu, Yongguo Liu, Shangming Yang, Shuangqing Zhai, Zhang Yi, Chuanbiao Wen

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

Underdetermined Blind Source Separation Using Sparse Coding.

Liangli Zhen, Dezhong Peng, Zhang Yi, Yong Xiang, Peng Chen

IEEE Trans. Neural Networks Learn. Syst., 2017

Parameter as a Switch Between Dynamical States of a Network in Population Decoding.

Jiali Yu, Hua Mao, Zhang Yi

IEEE Trans. Neural Networks Learn. Syst., 2017

Efficient Training of Supervised Spiking Neural Network via Accurate Synaptic-Efficiency Adjustment Method.

Xiurui Xie, Hong Qu, Zhang Yi, Jürgen Kurths

IEEE Trans. Neural Networks Learn. Syst., 2017

Fractional Hopfield Neural Networks: Fractional Dynamic Associative Recurrent Neural Networks.

Yi-Fei Pu, Zhang Yi, Jiliu Zhou

IEEE Trans. Neural Networks Learn. Syst., 2017

Bag of Events: An Efficient Probability-Based Feature Extraction Method for AER Image Sensors.

Xi Peng, Bo Zhao, Rui Yan, Huajin Tang, Zhang Yi

IEEE Trans. Neural Networks Learn. Syst., 2017

High-Order Measurements for Residual Classifiers.

Quan Guo, Haixian Zhang, Zhang Yi

IEEE Trans. Neural Networks Learn. Syst., 2017

Contextual Noise Reduction for Domain Adaptive Near-Duplicate Retrieval on Merchandize Images.

Zhen-Qun Yang, Xiao-Yong Wei, Zhang Yi, Gerald Friedland

IEEE Trans. Image Process., 2017

Trajectory Predictor by Using Recurrent Neural Networks in Visual Tracking.

Lituan Wang, Lei Zhang, Zhang Yi

IEEE Trans. Cybern., 2017

Constructing the L2-Graph for Robust Subspace Learning and Subspace Clustering.

Xi Peng, Zhiding Yu, Zhang Yi, Huajin Tang

IEEE Trans. Cybern., 2017

Automatic Subspace Learning via Principal Coefficients Embedding.

Xi Peng, Jiwen Lu, Zhang Yi, Rui Yan

IEEE Trans. Cybern., 2017

Explicit guiding auto-encoders for learning meaningful representation.

Yanan Sun, Hua Mao, Yongsheng Sang, Zhang Yi

Neural Comput. Appl., 2017

Moving object recognition using multi-view three-dimensional convolutional neural networks.

Tao He, Hua Mao, Zhang Yi

Neural Comput. Appl., 2017

Cell mitosis detection using deep neural networks.

Yao Zhou, Hua Mao, Zhang Yi

Knowl. Based Syst., 2017

Protein secondary structure prediction by using deep learning method.

Yangxu Wang, Hua Mao, Zhang Yi

Knowl. Based Syst., 2017

Reference line-based Estimation of Distribution Algorithm for many-objective optimization.

Yanan Sun, Gary G. Yen, Zhang Yi

Knowl. Based Syst., 2017

Subspace clustering using a symmetric low-rank representation.

Jie Chen, Hua Mao, Yongsheng Sang, Zhang Yi

Knowl. Based Syst., 2017

Cell tracking using deep neural networks with multi-task learning.

Tao He, Hua Mao, Jixiang Guo, Zhang Yi

Image Vis. Comput., 2017

Deep Sparse Subspace Clustering.

Xi Peng, Jiashi Feng, Shijie Xiao, Jiwen Lu, Zhang Yi, Shuicheng Yan

CoRR, 2017

Global view-based selection mechanism for many-objective evolutionary algorithms.

Yanan Sun, Gary G. Yen, Zhang Yi

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Cascade Subspace Clustering.

Xi Peng, Jiashi Feng, Jiwen Lu, Wei-Yun Yau, Zhang Yi

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

A Unified Framework for Representation-Based Subspace Clustering of Out-of-Sample and Large-Scale Data.

Xi Peng, Huajin Tang, Lei Zhang, Zhang Yi, Shijie Xiao

IEEE Trans. Neural Networks Learn. Syst., 2016

Evolving Scale-Free Networks by Poisson Process: Modeling and Degree Distribution.

Minyu Feng, Hong Qu, Zhang Yi, Xiurui Xie, Jürgen Kurths

IEEE Trans. Cybern., 2016

Learning a good representation with unsymmetrical auto-encoder.

Yanan Sun, Hua Mao, Quan Guo, Zhang Yi

Neural Comput. Appl., 2016

A non-negative representation learning algorithm for selecting neighbors.

Lili Li, Jiancheng Lv, Zhang Yi

Mach. Learn., 2016

Shortest path computation using pulse-coupled neural networks with restricted autowave.

Yongsheng Sang, Jiancheng Lv, Hong Qu, Zhang Yi

Knowl. Based Syst., 2016

Efficient updating of probabilistic approximations with incremental objects.

Chuan Luo, Tianrui Li, Hongmei Chen, Hamido Fujita, Zhang Yi

Knowl. Based Syst., 2016

Matrix approach to decision-theoretic rough sets for evolving data.

Chuan Luo, Tianrui Li, Zhang Yi, Hamido Fujita

Knowl. Based Syst., 2016

Learning robust uniform features for cross-media social data by using cross autoencoders.

Quan Guo, Jia Jia, Guangyao Shen, Lei Zhang, Lianhong Cai, Zhang Yi

Knowl. Based Syst., 2016

Double Gaussian mixture model for image segmentation with spatial relationships.

Taisong Xiong, Lei Zhang, Zhang Yi

J. Vis. Commun. Image Represent., 2016

A Novel Low Rank Representation Algorithm for Subspace Clustering.

Yuanyuan Chen, Lei Zhang, Zhang Yi

Int. J. Pattern Recognit. Artif. Intell., 2016

Symmetric low-rank representation for subspace clustering.

Jie Chen, Haixian Zhang, Hua Mao, Yongsheng Sang, Zhang Yi

Neurocomputing, 2016

Stability Analysis and Fuzzy Control for Uncertain Delayed T-S Nonlinear Systems.

Jiali Yu, Zhang Yi

Int. J. Fuzzy Syst., 2016

Deep Subspace Clustering with Sparsity Prior.

Xi Peng, Shijie Xiao, Jiashi Feng, Wei-Yun Yau, Zhang Yi

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Manifold dimension reduction based clustering for multi-objective evolutionary algorithm.

Yanan Sun, Gary G. Yen, Hua Mao, Zhang Yi

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

A fuzzy c-means clustering based tournament selection for multiobjective optimization.

Zhang Yi, Yu Zhen, Zi-mu Lu, Tong-Tong Lu

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

Non-Divergence of Stochastic Discrete Time Algorithms for PCA Neural Networks.

Jian Cheng Lv, Zhang Yi, Yunxia Li

IEEE Trans. Neural Networks Learn. Syst., 2015

A Class of Manifold Regularized Multiplicative Update Algorithms for Image Clustering.

Shangming Yang, Zhang Yi, Xiaofei He, Xuelong Li

IEEE Trans. Image Process., 2015

Robust classifier using distance-based representation with square weights.

Jiangshu Wei, Jian Cheng Lv, Zhang Yi

Soft Comput., 2015

Constructing L₁-graphs for subspace learning via recurrent neural networks.

Yin Kuang, Lei Zhang, Zhang Yi

Pattern Anal. Appl., 2015

Fast low rank representation based spatial pyramid matching for image classification.

Xi Peng, Rui Yan, Bo Zhao, Huajin Tang, Zhang Yi

Knowl. Based Syst., 2015

Connections Between Nuclear Norm and Frobenius Norm Based Representation.

Xi Peng, Canyi Lu, Zhang Yi, Huajin Tang

CoRR, 2015

Robust Subspace Clustering via Thresholding Ridge Regression.

Xi Peng, Zhang Yi, Huajin Tang

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Convergence Analysis of Graph Regularized Non-Negative Matrix Factorization.

Shangming Yang, Zhang Yi, Mao Ye, Xiaofei He

IEEE Trans. Knowl. Data Eng., 2014

Sensor Fusion Method for Horizon Detection From an Aircraft in Low Visibility Conditions.

Changjiang Liu, Zhang Yi, Kok Kiong Tan, Hongyu Yang

IEEE Trans. Instrum. Meas., 2014

Highest Degree Likelihood Search Algorithm Using a State Transition Matrix for Complex Networks.

Minyu Feng, Hong Qu, Zhang Yi

IEEE Trans. Circuits Syst. I Regul. Pap., 2014

An adaptive rank-sparsity K-SVD algorithm for image sequence denoising.

Yin Kuang, Lei Zhang, Zhang Yi

Pattern Recognit. Lett., 2014

Learning locality-constrained collaborative representation for robust face recognition.

Xi Peng, Lei Zhang, Zhang Yi, Kok Kiong Tan

Pattern Recognit., 2014

Robust t-distribution mixture modeling via spatially directional information.

Taisong Xiong, Lei Zhang, Zhang Yi

Neural Comput. Appl., 2014

Support vector set selection using pulse-coupled neural networks.

Yunxia Li, Zhang Yi, Jian Cheng Lv

Neural Comput. Appl., 2014

Grayscale image segmentation by spatially variant mixture model with student's t-distribution.

Taisong Xiong, Zhang Yi, Lei Zhang

Multim. Tools Appl., 2014

Sparse representation for face recognition by discriminative low-rank matrix recovery.

Jie Chen, Zhang Yi

J. Vis. Commun. Image Represent., 2014

Nearest convex hull classification by using Lotka-Volterra recurrent neural networks.

Yuanyuan Chen, Lei Zhang, Zhang Yi

Neurocomputing, 2014

Image Denoising Via Sparse Dictionaries Constructed by Subspace Learning.

Yin Kuang, Lei Zhang, Zhang Yi

Circuits Syst. Signal Process., 2014

Symmetric low-rank representation for subspace clustering.

Jie Chen, Haixian Zhang, Zhang Yi

CoRR, 2014

Subspace Clustering by Exploiting a Low-Rank Representation with a Symmetric Constraint.

Jie Chen, Zhang Yi

CoRR, 2014

Principal Coefficients Embedding: Theory and Algorithm.

Xi Peng, Zhang Yi, Huajin Tang

CoRR, 2014

A computational cognition model of perception, memory, and judgment.

Xiaolan Fu, Lianhong Cai, Ye Liu, Jia Jia, Wenfeng Chen, Zhang Yi, Guozhen Zhao, Yong-Jin Liu, Changxu Wu

Sci. China Inf. Sci., 2014

A Local Non-Negative Pursuit Method for Intrinsic Manifold Structure Preservation.

Dongdong Chen, Jian Cheng Lv, Zhang Yi

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Efficient Shortest-Path-Tree Computation in Network Routing Based on Pulse-Coupled Neural Networks.

Hong Qu, Zhang Yi, Simon X. Yang

IEEE Trans. Cybern., 2013

Collaborative neighbor representation based classification using l₂-minimization approach.

Waqas Jadoon, Zhang Yi, Lei Zhang

Pattern Recognit. Lett., 2013

Using competitive layer model implemented by Lotka-Volterra recurrent neural networks for detecting brain activated regions from fMRI data.

Bochuan Zheng, Zhang Yi

Neural Comput. Appl., 2013

An improved code selection algorithm for fault prediction.

Yin Kuang, Zhang Yi, Lei Zhang

Neural Comput. Appl., 2013

Free-gram phrase identification for modeling Chinese text.

Xi Peng, Zhang Yi, Xiao-Yong Wei, Dezhong Peng, Yongsheng Sang

Inf. Process. Lett., 2013

Locally linear representation for subspace learning and clustering

Liangli Zhen, Zhang Yi, Xi Peng, Dezhong Peng

CoRR, 2013

Inductive Sparse Subspace Clustering

Xi Peng, Lei Zhang, Zhang Yi

CoRR, 2013

An Out-of-sample Extension of Sparse Subspace Clustering and Low Rank Representation for Clustering Large Scale Data Sets.

Xi Peng, Lei Zhang, Zhang Yi

CoRR, 2013

Locality-Based Discriminant Neighborhood Embedding.

Jianping Gou, Zhang Yi

Comput. J., 2013

Scalable Sparse Subspace Clustering.

Xi Peng, Lei Zhang, Zhang Yi

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

A Globally Convergent MC Algorithm With an Adaptive Learning Rate.

Dezhong Peng, Zhang Yi, Yong Xiang, Haixian Zhang

IEEE Trans. Neural Networks Learn. Syst., 2012

A new method based on the CLM of the LV RNN for brain MR image segmentation.

Bochuan Zheng, Zhang Yi

Digit. Signal Process., 2012

Learning Locality-Constrained Collaborative Representation for Face Recognition

Xi Peng, Lei Zhang, Zhang Yi, Kok Kiong Tan

CoRR, 2012

Constructing L2-Graph For Subspace Learning and Segmentation

Xi Peng, Lei Zhang, Zhang Yi

CoRR, 2012

A Local Mean-Based <i>k</i>-Nearest Centroid Neighbor Classifier.

Jianping Gou, Zhang Yi, Lan Du, Taisong Xiong

Comput. J., 2012

A novel neural network method for shortest path tree computation.

Hong Qu, Simon X. Yang, Zhang Yi, XiaoBin Wang

Appl. Soft Comput., 2012

The Infinite Hidden Markov Random Field Model Based on Student's t-Distribution.

Taisong Xiong, Zhang Yi

Proceedings of the 12th IEEE International Conference on Computer and Information Technology, 2012

2011

CM-Based Blind Equalization of Time-Varying SIMO-FIR Channel With Single Pulsation Estimation.

Dezhong Peng, Yong Xiang, Zhang Yi, Shui Yu

IEEE Trans. Veh. Technol., 2011

Selectable and Unselectable Sets of Neurons in Recurrent Neural Networks With Saturated Piecewise Linear Transfer Function.

Lei Zhang, Zhang Yi

IEEE Trans. Neural Networks, 2011

2010

Continuous attractors of Lotka-Volterra recurrent neural networks with infinite neurons.

Jiali Yu, Zhang Yi, Jiliu Zhou

IEEE Trans. Neural Networks, 2010

A discrete-time neural network for optimization problems with hybrid constraints.

Huajin Tang, Haizhou Li, Zhang Yi

IEEE Trans. Neural Networks, 2010

A Family of Fuzzy Learning Algorithms for Robust Principal Component Analysis Neural Networks.

Jiancheng Lv, Kok Kiong Tan, Zhang Yi, Sunan Huang

IEEE Trans. Fuzzy Syst., 2010

Adaptive multiple minor directions extraction in parallel using a PCA neural network.

Kok Kiong Tan, Jiancheng Lv, Zhang Yi, Sunan Huang

Theor. Comput. Sci., 2010

Convergence Analysis of Non-Negative Matrix Factorization for BSS Algorithm.

Shangming Yang, Zhang Yi

Neural Process. Lett., 2010

Spatial Point-Data Reduction Using Pulse Coupled Neural Network.

Yongsheng Sang, Zhang Yi, Jiliu Zhou

Neural Process. Lett., 2010

Collaborative Virtual Surgery: Techniques, Applications and Challenges.

Jing Qin, Kup-Sze Choi, Wai-Man Pang, Zhang Yi, Pheng-Ann Heng

Int. J. Virtual Real., 2010

SCALE: a scalable framework for efficiently clustering transactional data.

Hua Yan, Keke Chen, Ling Liu, Zhang Yi

Data Min. Knowl. Discov., 2010

Stability and chaos analysis for an ICA algorithm.

Min Wan, Zhang Yi, Jiancheng Lv, Jiliu Zhou

Comput. Math. Appl., 2010

A Method for MRI Segmentation of Brain Tissue.

Bochuan Zheng, Zhang Yi

Proceedings of the Advances in Neural Networks, 2010

2009

Convergence analysis of a class of Hyvärinen-Oja's ICA learning algorithms with constant learning rates.

Jiancheng Lv, Kok Kiong Tan, Zhang Yi, Sunan Huang

IEEE Trans. Signal Process., 2009

Manifold-Based Learning and Synthesis.

Dong Huang, Zhang Yi, Xiaorong Pu

IEEE Trans. Syst. Man Cybern. Part B, 2009

Representations of Continuous Attractors of Recurrent Neural Networks.

Jiali Yu, Zhang Yi, Lei Zhang

IEEE Trans. Neural Networks, 2009

Permitted and Forbidden Sets in Discrete-Time Linear Threshold Recurrent Neural Networks.

Zhang Yi, Lei Zhang, Jiali Yu, Kok Kiong Tan

IEEE Trans. Neural Networks, 2009

Real-Time Robot Path Planning Based on a Modified Pulse-Coupled Neural Network Model.

Hong Qu, Simon X. Yang, Allan R. Willms, Zhang Yi

IEEE Trans. Neural Networks, 2009

Vision-Servo System for Automated Cell Injection.

Zhang Yi, Kok Kiong Tan, Sunan Huang

IEEE Trans. Ind. Electron., 2009

Activity Invariant Sets and Exponentially Stable Attractors of Linear Threshold Discrete-Time Recurrent Neural Networks.

Lei Zhang, Zhang Yi, Stones Lei Zhang, Pheng-Ann Heng

IEEE Trans. Autom. Control., 2009

A Winner-Take-All Neural Networks of <i>N</i> Linear Threshold Neurons without Self-Excitatory Connections.

Hong Qu, Zhang Yi, XiaoBin Wang

Neural Process. Lett., 2009

A New Incremental PCA Algorithm With Application to Visual Learning and Recognition.

Dong Huang, Zhang Yi, Xiaorong Pu

Neural Process. Lett., 2009

Some multistability properties of bidirectional associative memory recurrent neural networks with unsaturating piecewise linear transfer functions.

Lei Zhang, Zhang Yi, Jiali Yu, Pheng-Ann Heng

Neurocomputing, 2009

A modified pulse coupled neural network for shortest-path problem.

XiaoBin Wang, Hong Qu, Zhang Yi

Neurocomputing, 2009

Constrained ZIP code segmentation by a PCNN-based thinning algorithm.

Lifeng Shang, Zhang Yi, Luping Ji

Neurocomputing, 2009

Text extraction from images captured via mobile and digital devices.

Zhang Yi, Kok Kiong Tan

Int. J. Comput. Vis. Robotics, 2009

A unified learning algorithm to extract principal and minor components.

Dezhong Peng, Zhang Yi, Yong Xiang

Digit. Signal Process., 2009

Distributed fault detection in industrial system based on sensor wireless network.

Kok Kiong Tan, Sunan Huang, Zhang Yi, Tong Heng Lee

Comput. Stand. Interfaces, 2009

Continuous Attractors of Lotka-Volterra Recurrent Neural Networks.

Haixian Zhang, Jiali Yu, Zhang Yi

Proceedings of the Artificial Neural Networks, 2009

Solving the CLM Problem by Discrete-Time Linear Threshold Recurrent Neural Networks.

Lei Zhang, Pheng-Ann Heng, Zhang Yi

Proceedings of the Artificial Neural Networks, 2009

2008

Multiperiodicity and Attractivity of Delayed Recurrent Neural Networks With Unsaturating Piecewise Linear Transfer Functions.

Lei Zhang, Zhang Yi, Jiali Yu

IEEE Trans. Neural Networks, 2008

Document clustering using locality preserving indexing and support vector machines.

Chengfu Yang, Zhang Yi

Soft Comput., 2008

Fingerprint orientation field estimation using ridge projection.

Luping Ji, Zhang Yi

Pattern Recognit., 2008

Stability and Chaos of a Class of Learning Algorithms for ICA Neural Networks.

Jiancheng Lv, Kok Kiong Tan, Zhang Yi, Sunan Huang

Neural Process. Lett., 2008

Holistic and partial facial features fusion by binary particle swarm optimization.

Xiaorong Pu, Zhang Yi, Zhongjie Fang

Neural Comput. Appl., 2008

An improved pulse coupled neural network for image processing.

Luping Ji, Zhang Yi, Lifeng Shang

Neural Comput. Appl., 2008

On the discrete time dynamics of a self-stabilizing MCA learning algorithm.

Dezhong Peng, Zhang Yi, Yong Xiang

Math. Comput. Model., 2008

A tabu search approach for the minimum sum-of-squares clustering problem.

Yongguo Liu, Zhang Yi, Hong Wu, Mao Ye, Kefei Chen

Inf. Sci., 2008

Switching analysis of 2-D neural networks with nonsaturating linear threshold transfer functions.

Hong Qu, Zhang Yi, XiaoBin Wang

Neurocomputing, 2008

A neural networks learning algorithm for minor component analysis and its convergence analysis.

Dezhong Peng, Zhang Yi, Jiancheng Lv, Yong Xiang

Neurocomputing, 2008

An algorithm for extracting fetal electrocardiogram.

Yunxia Li, Zhang Yi

Neurocomputing, 2008

A mixed noise image filtering method using weighted-linking PCNNs.

Luping Ji, Zhang Yi

Neurocomputing, 2008

A new local PCA-SOM algorithm.

Dong Huang, Zhang Yi, Xiaorong Pu

Neurocomputing, 2008

Shape recovery by a generalized topology preserving SOM.

Dong Huang, Zhang Yi

Neurocomputing, 2008

Continuous attractors of a class of recurrent neural networks.

Haixian Zhang, Zhang Yi, Lei Zhang

Comput. Math. Appl., 2008

A stable MCA learning algorithm.

Dezhong Peng, Zhang Yi, Jiancheng Lv, Yong Xiang

Comput. Math. Appl., 2008

A kernel view of manifold analysis for face images.

Dong Huang, Zhang Yi, Xiaorong Pu

Proceedings of the 3rd International Conference on Intelligent System and Knowledge Engineering, 2008

Motion Determination Using Non-uniform Sampling Based Density Clustering.

Yongsheng Sang, Zhang Yi

Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

Software Based Vision System for Automated Cell Injection.

Zhang Yi, Kok Kiong Tan, Sunan Huang

Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics, 2008

2007

Binary Fingerprint Image Thinning Using Template-Based PCNNs.

Luping Ji, Zhang Yi, Lifeng Shang, Xiaorong Pu

IEEE Trans. Syst. Man Cybern. Part B, 2007

Dynamics of Generalized PCA and MCA Learning Algorithms.

Dezhong Peng, Zhang Yi

IEEE Trans. Neural Networks, 2007

Global Convergence of GHA Learning Algorithm With Nonzero-Approaching Adaptive Learning Rates.

Jiancheng Lv, Zhang Yi, Kok Kiong Tan

IEEE Trans. Neural Networks, 2007

Determination of the Number of Principal Directions in a Biologically Plausible PCA Model.

Jiancheng Lv, Zhang Yi, Kok Kiong Tan

IEEE Trans. Neural Networks, 2007

Convergence analysis of the OJAn MCA learning algorithm by the deterministic discrete time method.

Dezhong Peng, Zhang Yi

Theor. Comput. Sci., 2007

A Modified Oja-Xu MCA Learning Algorithm and Its Convergence Analysis.

Dezhong Peng, Zhang Yi

IEEE Trans. Circuits Syst. II Express Briefs, 2007

Binary Image Thinning Using Autowaves Generated by PCNN.

Lifeng Shang, Zhang Yi, Luping Ji

Neural Process. Lett., 2007

Convergence analysis of a simple minor component analysis algorithm.

Dezhong Peng, Zhang Yi, Wenjing Luo

Neural Networks, 2007

A class of binary images thinning using two PCNNs.

Lifeng Shang, Zhang Yi

Neurocomputing, 2007

A hierarchical intrusion detection model based on the PCA neural networks.

Guisong Liu, Zhang Yi, Shangming Yang

Neurocomputing, 2007

Clustering Using an Improved Hybrid Genetic Algorithm.

Yongguo Liu, Xiaorong Pu, Yi-Dong Shen, Zhang Yi, Xiaofeng Liao

Int. J. Artif. Intell. Tools, 2007

A robust and Globally convergent PCA Learning Algorithm.

Mao Ye, Zhang Yi, Kok Kiong Tan

Control. Intell. Syst., 2007

Global Exponential Convergence of Time-Varying Delayed Neural Networks with High Gain.

Lei Zhang, Zhang Yi

Proceedings of the Advances in Neural Networks, 2007

Sequential Blind Signal Extraction with the Linear Predictor.

Yunxia Li, Zhang Yi

Proceedings of the Advances in Neural Networks, 2007

SVM-based Fingerprint Classification Using Orientation Field.

Luping Ji, Zhang Yi

Proceedings of the Third International Conference on Natural Computation, 2007

2006

Convergence analysis of a deterministic discrete time system of feng's MCA learning algorithm.

Dezhong Peng, Zhang Yi

IEEE Trans. Signal Process., 2006

Output convergence analysis for a class of delayed recurrent neural networks with time-varying inputs.

Zhang Yi, Jiancheng Lv, Lei Zhang

IEEE Trans. Syst. Man Cybern. Part B, 2006

Global convergence of Oja's PCA learning algorithm with a non-zero-approaching adaptive learning rate.

Jiancheng Lv, Zhang Yi, Kok Kiong Tan

Theor. Comput. Sci., 2006

Improving local minima of columnar competitive model for TSPs.

Hong Qu, Zhang Yi, Huajin Tang

IEEE Trans. Circuits Syst. I Regul. Pap., 2006

Fuzzy SVM with a new fuzzy membership function.

Xiufeng Jiang, Zhang Yi, Jiancheng Lv

Neural Comput. Appl., 2006

Rigid medical image registration using PCA neural network.

Lifeng Shang, Jiancheng Lv, Zhang Yi

Neurocomputing, 2006

Convergence analysis of Xu's LMSER learning algorithm via deterministic discrete time system method.

Jian Cheng Lv, Zhang Yi, Kok Kiong Tan

Neurocomputing, 2006

Global Convergence of a PCA Learning Algorithm with a Constant Learning Rate.

Jiancheng Lv, Zhang Yi

Comput. Math. Appl., 2006

An Improved Hybrid Genetic Clustering Algorithm.

Yongguo Liu, Jun Peng, Kefei Chen, Zhang Yi

Proceedings of the Advances in Artificial Intelligence, 4th Helenic Conference on AI, 2006

Growing Hierarchical Principal Components Analysis Self-Organizing Map.

Stones Lei Zhang, Zhang Yi, Jiancheng Lv

Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Convergence and Periodicity of Solutions for a Class of Discrete-Time Recurrent Neural Network with Two Neurons.

Hong Qu, Zhang Yi

Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Recognizing Partially Damaged Facial Images by Subspace Auto-associative Memories.

Xiaorong Pu, Zhang Yi, Yue Wu

Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Intrusion Detection Using PCASOM Neural Networks.

Guisong Liu, Zhang Yi

Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Fingerprint Classification by SPCNN and Combined LVQ Networks.

Luping Ji, Zhang Yi, Xiaorong Pu

Proceedings of the Advances in Natural Computation, Second International Conference, 2006

2005

Convergence analysis of a deterministic discrete time system of Oja's PCA learning algorithm.

Zhang Yi, Mao Ye, Jiancheng Lv, Kok Kiong Tan

IEEE Trans. Neural Networks, 2005

Global convergence of Lotka-Volterra recurrent neural networks with delays.

Zhang Yi, Kok Kiong Tan

IEEE Trans. Circuits Syst. I Regul. Pap., 2005

Complete Convergence of Competitive Neural Networks with Different Time Scales.

Mao Ye, Zhang Yi

Neural Process. Lett., 2005

A globally convergent learning algorithm for PCA neural networks.

Mao Ye, Zhang Yi, Jiancheng Lv

Neural Comput. Appl., 2005

Fast ICA for Online Cashflow Analysis.

Shangming Yang, Zhang Yi

Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Theoretical Analysis and Parameter Setting of Hopfield Neural Networks.

Hong Qu, Zhang Yi, XiaoLin Xiang

Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Face Recognition Using Fisher Non-negative Matrix Factorization with Sparseness Constraints.

Xiaorong Pu, Zhang Yi, Ziming Zheng, Wei Zhou, Mao Ye

Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

A Modified MCA EXIN Algorithm and Its Convergence Analysis.

Dezhong Peng, Zhang Yi, XiaoLin Xiang

Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

An Improved Backpropagation Algorithm Using Absolute Error Function.

Jiancheng Lv, Zhang Yi

Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Mining Association Rules Based on Seed Items and Weights.

Xiang Chen, Zhang Yi, Yue Wu

Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

Clustering Categorical Data Using Coverage Density.

Hua Yan, Lei Zhang, Zhang Yi

Proceedings of the Advanced Data Mining and Applications, First International Conference, 2005

2004

Multistability of discrete-time recurrent neural networks with unsaturating piecewise linear activation functions.

Zhang Yi, Kok Kiong Tan

IEEE Trans. Neural Networks, 2004

A columnar competitive model for solving combinatorial optimization problems.

Huajin Tang, Kay Chen Tan, Zhang Yi

IEEE Trans. Neural Networks, 2004

Authors' reply to comment on "stability of fuzzy control systems with bounded uncertain delays".

Zhang Yi, Pheng-Ann Heng

IEEE Trans. Fuzzy Syst., 2004

On the Discrete Time Dynamics of the MCA Neural Networks.

Mao Ye, Zhang Yi

Proceedings of the Advances in Neural Networks, 2004

Self-Organizing Feature Map Based Data Mining.

Shangming Yang, Zhang Yi

Proceedings of the Advances in Neural Networks, 2004

Convergence Analysis for Oja+ MCA Learning Algorithm.

Jiancheng Lv, Mao Ye, Zhang Yi

Proceedings of the Advances in Neural Networks, 2004

2003

Multistability Analysis for Recurrent Neural Networks with Unsaturating Piecewise Linear Transfer Functions.

Zhang Yi, Kok Kiong Tan, Tong Heng Lee

Neural Comput., 2003

2002

Stability of fuzzy control systems with bounded uncertain delays.

Zhang Yi, Pheng-Ann Heng

IEEE Trans. Fuzzy Syst., 2002

2000

Clustering Categorical Data.

Zhang Yi, Ada Wai-Chee Fu, Chun Hing Cai, Pheng-Ann Heng

Proceedings of the 16th International Conference on Data Engineering, San Diego, California, USA, February 28, 2000

1999

Estimate of exponential convergence rate and exponential stability for neural networks.

Zhang Yi, Pheng-Ann Heng, Ada Wai-Chee Fu

IEEE Trans. Neural Networks, 1999

1996

Brief communication Periodic solutions and stability of Hopfield neural networks with variable delays.

Zhang Yi, Shouming Zhong, Z. L. Li

Int. J. Syst. Sci., 1996

Comment on 'Robust stability of a class of uncertain nonlinear dynamical systems with time-varying delay'.

Zhang Yi, Shouming Zhong

Int. J. Syst. Sci., 1996