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章毅
Person information
- unicode name: 章毅
- affiliation: Sichuan University, College of Computer Science, Machine Intelligence Laboratory, Chengdu, Chengdu
- affiliation (PhD 1994): Chinese Academy of Science, Institute of Mathematics, Beijing, China
Other persons with the same name
- Zhang Yi — disambiguation page
- Zhang Yi 0003 — Central China Normal University, Wuhan, China
- Zhang Yi 0004 — Central China Normal University, National Engineering Research Center For E-Learning, Wuhan
- Zhang Yi 0005 — Huazhong Normal University, Wuhan, China
- Zhang Yi 0006 — Alcatel-Lucent Shanghai
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2020 – today
- 2025
[j284]Yao Zhou, Zhang Yi, Gary G. Yen:
Efficient fine-tuning of vision transformer via path-augmented parameter adaptation. Inf. Sci. 703: 121948 (2025)- [i19]Lituan Wang, Lei Zhang, Wang Yan, Zhenbin Wang, Zhenwei Zhang, Zhang Yi:
EAUWSeg: Eliminating annotation uncertainty in weakly-supervised medical image segmentation. CoRR abs/2501.01658 (2025) - 2024
- [j283]Yuanhang Zheng, Zeshui Xu, Tong Wu, Zhang Yi:
A systematic survey of fuzzy deep learning for uncertain medical data. Artif. Intell. Rev. 57(9): 230 (2024) - [j282]Weili Jiang
, Yiming Li, Yuheng Jia, Yuan Feng, Zhang Yi, Mao Chen, Jianyong Wang:
Ori-Net: Orientation-guided Neural Network for Automated Coronary Arteries Segmentation. Expert Syst. Appl. 238(Part C): 121905 (2024) - [j281]Hao Niu, Linjing Li, Bo Yuan, Min Zhu, Xiuyuan Xu, Xi Lu, Fengming Luo, Zhang Yi:
Segmentation of Lung Lesions through Bilateral Learning Branches to Aggregating Contextual and Local Characteristics. Int. J. Comput. Intell. Syst. 17(1): 21 (2024) - [j280]Hao Niu, Zhang Yi, Tao He:
A Bidirectional Feedforward Neural Network Architecture Using the Discretized Neural Memory Ordinary Differential Equation. Int. J. Neural Syst. 34(4): 2450015:1-2450015:18 (2024) - [j279]Xiuyuan Xu, Haiying Luo, Zhang Yi, Haixian Zhang:
A Forward Learning Algorithm for Neural Memory Ordinary Differential Equations. Int. J. Neural Syst. 34(9): 2450048:1-2450048:13 (2024) - [j278]Luosang Gadeng, Zhihua Wang, Jian Liu, Fanxin Zeng, Zhang Yi, Jianyong Wang:
Automated Quality Assessment of Medical Images in Echocardiography Using Neural Networks with Adaptive Ranking and Structure-Aware Learning. Int. J. Neural Syst. 34(10): 2450054:1-2450054:16 (2024) - [j277]Chengrong Yu, Ying Song, Qiang Wang, Shengqian Zhu, Zhang Yi, Junjie Hu:
Leveraging denoising diffusion probabilistic model to improve the multi-thickness CT segmentation. Neurocomputing 610: 128573 (2024) - [j276]Jianping Gou, Nannan Xie, Jinhua Liu, Baosheng Yu, Weihua Ou, Zhang Yi, Wu Chen:
Hierarchical graph augmented stacked autoencoders for multi-view representation learning. Inf. Fusion 102: 102068 (2024) - [j275]Defu Qiu, Zhaoyang Song, Wenjun Zhang, Kelvin K. L. Wong, Zhang Yi:
ABSR: Progressive Alternate Refinement for Blind Cardiac MRI Super-Resolution. IEEE Internet Things J. 11(19): 30887-30898 (2024) - [j274]Weili Jiang, Yiming Li, Zhang Yi, Mao Chen, Jianyong Wang:
Multi-instance imbalance semantic segmentation by instance-dependent attention and adaptive hard instance mining. Knowl. Based Syst. 304: 112554 (2024) - [j273]Yao Zhou, Bing Hu, Xianglei Yuan, Kaide Huang, Zhang Yi, Gary G. Yen:
Multiobjective Evolutionary Generative Adversarial Network Compression for Image Translation. IEEE Trans. Evol. Comput. 28(3): 798-809 (2024) - [j272]Yuanhang Zheng, Zeshui Xu, Yufei Li, Witold Pedrycz, Zhang Yi:
Biobjective Optimization Method for Large-Scale Group Decision Making Based on Hesitant Fuzzy Linguistic Preference Relations With Granularity Levels. IEEE Trans. Fuzzy Syst. 32(8): 4759-4771 (2024) - [j271]Tianzhong Lan, Fanxin Zeng, Zhang Yi, Xiuyuan Xu, Min Zhu:
ICNoduleNet: Enhancing Pulmonary Nodule Detection Performance on Sharp Kernel CT Imaging. IEEE J. Biomed. Health Informatics 28(8): 4751-4760 (2024) - [j270]Wei Huang, Lei Zhang, Xin Shu, Zizhou Wang, Zhang Yi:
Adaptive Annotation Correlation Based Multi-Annotation Learning for Calibrated Medical Image Segmentation. IEEE J. Biomed. Health Informatics 28(12): 7175-7183 (2024) - [j269]Jianping Gou, Xin He, Lan Du, Baosheng Yu, Wenbai Chen, Zhang Yi:
Hierarchical Locality-Aware Deep Dictionary Learning for Classification. IEEE Trans. Multim. 26: 447-461 (2024) - [j268]Jianping Gou, Nannan Xie, Yunhao Yuan, Lan Du, Weihua Ou, Zhang Yi:
Reconstructed Graph Constrained Auto-Encoders for Multi-View Representation Learning. IEEE Trans. Multim. 26: 1319-1332 (2024) - [j267]Lei Zhang, Leiting Chen, Chuan Zhou, Xin Li, Fan Yang, Zhang Yi:
Weighted Graph-Structured Semantics Constraint Network for Cross-Modal Retrieval. IEEE Trans. Multim. 26: 1551-1564 (2024) - [j266]Jianping Gou, Yu Chen, Baosheng Yu, Jinhua Liu, Lan Du, Shaohua Wan, Zhang Yi:
Reciprocal Teacher-Student Learning via Forward and Feedback Knowledge Distillation. IEEE Trans. Multim. 26: 7901-7916 (2024) - [j265]Jianping Gou, Xiabin Zhou, Lan Du, Yibing Zhan, Wu Chen, Zhang Yi:
Difference-Aware Distillation for Semantic Segmentation. IEEE Trans. Multim. 26: 10069-10080 (2024) - [j264]Defu Qiu, Yuhu Cheng, Kelvin Kian Loong Wong, Wen-Jun Zhang, Zhang Yi, Xuesong Wang:
DBSR: Quadratic Conditional Diffusion Model for Blind Cardiac MRI Super-Resolution. IEEE Trans. Multim. 26: 11358-11371 (2024) - [j263]Yun Zhang, Yi Chen, Jilun Zhang, Xiaoling Luo, Malu Zhang, Hong Qu, Zhang Yi:
Minicolumn-Based Episodic Memory Model With Spiking Neurons, Dendrites and Delays. IEEE Trans. Neural Networks Learn. Syst. 35(5): 7072-7086 (2024) - [j262]Fan Li, Mingsheng Fu, Wenyu Chen, Fan Zhang, Haixian Zhang, Hong Qu, Zhang Yi:
Improving Exploration in Actor-Critic With Weakly Pessimistic Value Estimation and Optimistic Policy Optimization. IEEE Trans. Neural Networks Learn. Syst. 35(7): 8783-8796 (2024) - [c48]Lingyu Zhou, Zhang Yi, Kai Zhou, Xiuyuan Xu:
Efficient and Gender-Adaptive Graph Vision Mamba for Pediatric Bone Age Assessment. MICCAI (5) 2024: 230-239 - [c47]Weili Jiang, Yiming Li, Zhang Yi, Jianyong Wang, Mao Chen:
IarCAC: Instance-Aware Representation for Coronary Artery Calcification Segmentation in Cardiac CT Angiography. MICCAI (1) 2024: 285-295 - [i18]Lin Li, Jianping Gou, Baosheng Yu, Lan Du, Zhang Yi, Dacheng Tao:
Federated Distillation: A Survey. CoRR abs/2404.08564 (2024) - [i17]Kaishen Wang, Xun Xia, Jian Liu, Zhang Yi, Tao He:
Strengthening Layer Interaction via Dynamic Layer Attention. CoRR abs/2406.13392 (2024) - 2023
- [b1]Yuanyuan Chen, Jie Zhong, Zhang Yi:
Intelligent Analysis of Fundus Images - Methods and Applications. Series on Deep Learning Neural Networks 1, WorldScientific 2023, ISBN 9789811270369, pp. 1-248 - [j261]Kaide Huang, Wentao Dong, Jie Li, Yuanyuan Chen, Jie Zhong, Zhang Yi:
GFF-Net: Graph-based feature fusion network for diagnosing plus disease in retinopathy of prematurity. Appl. Intell. 53(21): 25259-25281 (2023) - [j260]Luosang Gadeng, Yuheng Jia, Jianyong Wang, Yiming Li, Yuan Feng, Mao Chen, Zhang Yi:
MemGCN: memory-augmented graph neural network for predict conduction disturbance after transcatheter aortic valve replacement. Appl. Intell. 53(22): 27428-27439 (2023) - [j259]Minjuan Zhu, Lei Zhang, Lituan Wang, Dong Li, Jianwei Zhang, Zhang Yi:
Robust co-teaching learning with consistency-based noisy label correction for medical image classification. Int. J. Comput. Assist. Radiol. Surg. 18(4): 675-683 (2023) - [j258]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:
The Gap in the Thickness: Estimating Effectiveness of Pulmonary Nodule Detection in Thick- and Thin-Section CT Images with 3D Deep Neural Networks. Comput. Methods Programs Biomed. 229: 107290 (2023) - [j257]Junjie Hu, Chengrong Yu, Zhang Yi, Haixian Zhang:
Enhancing Robustness of Medical Image Segmentation Model with Neural Memory Ordinary Differential Equation. Int. J. Neural Syst. 33(12): 2350060:1-2350060:13 (2023) - [j256]Jiali Yu, Wenshuang Chen, Jinsong Leng, Chunxiao Wang, Zhang Yi:
Weight matrix as a switch between line attractor and plane attractor of ring neural networks. Neurocomputing 521: 181-188 (2023) - [j255]Tao He, Jixiang Guo, Wei Tang, Wei Zeng, Ping He, Fanxin Zeng, Zhang Yi:
Cascade-refine model for cephalometric landmark detection in high-resolution orthodontic images. Knowl. Based Syst. 265: 110332 (2023) - [j254]Wenjie Liu, Lei Zhang, Lizhang Xie, Ting Hu, Guangjun Li, Sen Bai, Zhang Yi:
Multilayer perceptron neural network with regression and ranking loss for patient-specific quality assurance. Knowl. Based Syst. 271: 110549 (2023) - [j253]Xin Shu, Lei Zhang, Zizhou Wang, Lituan Wang, Zhang Yi:
Fine-grained recognition: Multi-granularity labels and category similarity matrix. Knowl. Based Syst. 273: 110599 (2023) - [j252]Lituan Wang, Lei Zhang, Xin Shu, Zhang Yi:
Intra-class consistency and inter-class discrimination feature learning for automatic skin lesion classification. Medical Image Anal. 85: 102746 (2023) - [j251]Jianping Gou, Xia Yuan, Ya Xue, Lan Du, Jiali Yu, Shuyin Xia, Zhang Yi:
Discriminative and Geometry-Preserving Adaptive Graph Embedding for dimensionality reduction. Neural Networks 157: 364-376 (2023) - [j250]Jianping Gou, Xiangshuo Xiong, Baosheng Yu, Yibing Zhan, Zhang Yi:
Channel-Correlation-Based Selective Knowledge Distillation. IEEE Trans. Cogn. Dev. Syst. 15(3): 1574-1585 (2023) - [j249]Zizhou Wang, Xin Shu, Yan Wang, Yangqin Feng, Lei Zhang, Zhang Yi:
A Feature Space-Restricted Attention Attack on Medical Deep Learning Systems. IEEE Trans. Cybern. 53(8): 5323-5335 (2023) - [j248]Jianping Gou, Liyuan Sun, Baosheng Yu, Shaohua Wan, Weihua Ou, Zhang Yi:
Multilevel Attention-Based Sample Correlations for Knowledge Distillation. IEEE Trans. Ind. Informatics 19(5): 7099-7109 (2023) - [j247]Chuan Luo, Sizhao Wang, Tianrui Li, Hongmei Chen, Jiancheng Lv, Zhang Yi:
Spark Rough Hypercuboid Approach for Scalable Feature Selection. IEEE Trans. Knowl. Data Eng. 35(3): 3130-3144 (2023) - [j246]Jianping Gou, Xia Yuan, Baosheng Yu, Jiali Yu, Zhang Yi:
Intra- and Inter-Class Induced Discriminative Deep Dictionary Learning for Visual Recognition. IEEE Trans. Multim. 25: 1575-1583 (2023) - [j245]Jing Xu, Yu Pan, Xinglin Pan, Steven C. H. Hoi, Zhang Yi, Zenglin Xu:
RegNet: Self-Regulated Network for Image Classification. IEEE Trans. Neural Networks Learn. Syst. 34(11): 9562-9567 (2023) - [j244]Xiaoling Luo, Hong Qu, Yuchen Wang, Zhang Yi, Jilun Zhang, Malu Zhang:
Supervised Learning in Multilayer Spiking Neural Networks With Spike Temporal Error Backpropagation. IEEE Trans. Neural Networks Learn. Syst. 34(12): 10141-10153 (2023) - [j243]Chuan Luo, Sizhao Wang, Tianrui Li, Hongmei Chen, Jiancheng Lv, Zhang Yi:
Large-Scale Meta-Heuristic Feature Selection Based on BPSO Assisted Rough Hypercuboid Approach. IEEE Trans. Neural Networks Learn. Syst. 34(12): 10889-10903 (2023) - [j242]Chuan Luo, Sizhao Wang, Tianrui Li, Hongmei Chen, Jiancheng Lv, Zhang Yi:
RHDOFS: A Distributed Online Algorithm Towards Scalable Streaming Feature Selection. IEEE Trans. Parallel Distributed Syst. 34(6): 1830-1847 (2023) - 2022
- [j241]Han Wang, Junjie Hu, Ying Song, Lei Zhang, Sen Bai, Zhang Yi:
Multi-view fusion segmentation for brain glioma on CT images. Appl. Intell. 52(7): 7890-7904 (2022) - [j240]Yong Pi, Qian Li, Xiaofeng Qi, Dan Deng, Zhang Yi:
Automated assessment of BI-RADS categories for ultrasound images using multi-scale neural networks with an order-constrained loss function. Appl. Intell. 52(11): 12943-12956 (2022) - [j239]Lei Xu, Shanluo Zhou, Jixiang Guo, Weidong Tian, Wei Tang, Zhang Yi:
Metal artifact reduction for oral and maxillofacial computed tomography images by a generative adversarial network. Appl. Intell. 52(11): 13184-13194 (2022) - [j238]Jianan Wei, Huawei Cai, Yong Pi, Zhen Zhao, Zhang Yi:
An automatic fine-grained skeleton segmentation method for whole-body bone scintigraphy using atlas-based registration. Int. J. Comput. Assist. Radiol. Surg. 17(4): 673-681 (2022) - [j237]Quan Guo, Shuai Cao, Zhang Yi:
A medical question answering system using large language models and knowledge graphs. Int. J. Intell. Syst. 37(11): 8548-8564 (2022) - [j236]Lei Xu, Yutao Xiong, Jixiang Guo, Wei Tang, Kelvin Kian Loong Wong, Zhang Yi:
An intelligent system for craniomaxillofacial defecting reconstruction. Int. J. Intell. Syst. 37(11): 9461-9479 (2022) - [j235]Ting Hu, Lizhang Xie, Lei Zhang, Guangjun Li, Zhang Yi:
Deep Multimodal Neural Network Based on Data-Feature Fusion for Patient-Specific Quality Assurance. Int. J. Neural Syst. 32(1): 2150055:1-2150055:14 (2022) - [j234]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:
Computer-aided diagnosis of breast cancer in ultrasonography images by deep learning. Neurocomputing 472: 152-165 (2022) - [j233]Jianyong Wang, Junjie Hu, Ying Song, Qiang Wang, Xiaozhi Zhang, Sen Bai, Zhang Yi:
VMAT dose prediction in radiotherapy by using progressive refinement UNet. Neurocomputing 488: 528-539 (2022) - [j232]Yong Pi, Pei Yang, Jianan Wei, Zhen Zhao, Huawei Cai, Zhang Yi:
Fusing deep and handcrafted features for intelligent recognition of uptake patterns on thyroid scintigraphy. Knowl. Based Syst. 236: 107531 (2022) - [j231]Jianan Wei, Pei Yang, Yong Pi, Huawei Cai, Lisha Jiang, Yongzhao Xiang, Zhen Zhao, Zhang Yi:
Cross-granularity multi-task network for ischemia diagnosis and defect detection in the myocardial perfusion imaging. Knowl. Based Syst. 251: 108877 (2022) - [j230]Chuan Luo, Tianrui Li, Hongmei Chen, Jiancheng Lv, Zhang Yi:
Fusing entropy measures for dynamic feature selection in incomplete approximation spaces. Knowl. Based Syst. 252: 109329 (2022) - [j229]Chengrong Yu, Junjie Hu, Guiyuan Li, Shengqian Zhu, Sen Bai, Zhang Yi:
Segmentation for regions of interest in radiotherapy by self-supervised learning. Knowl. Based Syst. 256: 109370 (2022) - [j228]Yue Huang, Jiali Yu, Jinsong Leng, Bisen Liu, Zhang Yi:
Continuous Recurrent Neural Networks Based on Function Satlins. Neural Process. Lett. 54(2): 1293-1315 (2022) - [j227]Zhentao Gao, Yuanyuan Chen, Quan Guo, Zhang Yi:
Gram regularization for sparse and disentangled representation. Pattern Anal. Appl. 25(2): 337-349 (2022) - [j226]Yao Zhou, Xianglei Yuan, Xiaozhi Zhang, Wei Liu, Yu Wu, Gary G. Yen, Bing Hu, Zhang Yi:
Evolutionary Neural Architecture Search for Automatic Esophageal Lesion Identification and Segmentation. IEEE Trans. Artif. Intell. 3(3): 436-450 (2022) - [j225]Jianyong Wang, Haixian Zhang, Zhang Yi:
Partially Recurrent Network With Highway Connections. IEEE Trans. Cogn. Dev. Syst. 14(4): 1465-1473 (2022) - [j224]Yan Wang, Lei Zhang, Xin Shu, Yangqin Feng, Zhang Yi, Qing Lv:
Feature-Sensitive Deep Convolutional Neural Network for Multi-Instance Breast Cancer Detection. IEEE ACM Trans. Comput. Biol. Bioinform. 19(4): 2241-2251 (2022) - [j223]Xiaofeng Qi, Junjie Hu, Lei Zhang, Sen Bai, Zhang Yi:
Automated Segmentation of the Clinical Target Volume in the Planning CT for Breast Cancer Using Deep Neural Networks. IEEE Trans. Cybern. 52(5): 3446-3456 (2022) - [j222]Fang Xu, Lingling Liu, Jacek M. Zurada, Zhang Yi:
Analysis of Equilibria for a Class of Recurrent Neural Networks With Two Subnetworks. IEEE Trans. Cybern. 52(6): 4701-4716 (2022) - [j221]Wei Huang, Xin Shu, Zizhou Wang, Lei Zhang, Chaoyue Chen, Jianguo Xu, Zhang Yi:
Feature Pyramid Network With Level-Aware Attention for Meningioma Segmentation. IEEE Trans. Emerg. Top. Comput. Intell. 6(5): 1201-1210 (2022) - [j220]Wenjie Liu, Lei Zhang, Guyu Dai, Xiangbin Zhang, Guangjun Li, Zhang Yi:
Deep Neural Network With Structural Similarity Difference and Orientation-Based Loss for Position Error Classification in the Radiotherapy of Graves' Ophthalmopathy Patients. IEEE J. Biomed. Health Informatics 26(6): 2606-2614 (2022) - [j219]Jianping Gou, Xia Yuan, Lan Du, Shuyin Xia, Zhang Yi:
Hierarchical Graph Augmented Deep Collaborative Dictionary Learning for Classification. IEEE Trans. Intell. Transp. Syst. 23(12): 25308-25322 (2022) - [j218]Han Wang, Fasheng Yi, Jingling Wang, Zhang Yi, Haixian Zhang:
RECISTSup: Weakly-Supervised Lesion Volume Segmentation Using RECIST Measurement. IEEE Trans. Medical Imaging 41(7): 1849-1861 (2022) - [j217]Tao He, Hua Mao, Zhang Yi:
Subtraction Gates: Another Way to Learn Long-Term Dependencies in Recurrent Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 33(4): 1740-1751 (2022) - [j216]Lituan Wang, Lei Zhang, Xiaofeng Qi, Zhang Yi:
Deep Attention-Based Imbalanced Image Classification. IEEE Trans. Neural Networks Learn. Syst. 33(8): 3320-3330 (2022) - [j215]Yao Zhou, Gary G. Yen, Zhang Yi:
Evolutionary Shallowing Deep Neural Networks at Block Levels. IEEE Trans. Neural Networks Learn. Syst. 33(9): 4635-4647 (2022) - [j214]Fan Zhang, Wenyu Chen, Mingsheng Fu, Fan Li, Hong Qu, Zhang Yi:
An Attention-Based Interactive Learning-to-Rank Model for Document Retrieval. IEEE Trans. Syst. Man Cybern. Syst. 52(9): 5770-5782 (2022) - [c46]Yue Fu, Yao Zhou, Xianglei Yuan, Wei Liu, Bing Hu, Zhang Yi:
Efficient Esophageal Lesion Detection using Polarization Regularized Network Slimming. CCIS 2022: 46-52 - [c45]Qiuyu Du, Shufan Liang, Jixiang Guo, Zhang Yi, Weiming Li, Chengdi Wang, Xiuyuan Xu:
Automatic Diagnose of Drug-Resistance Tuberculosis from CT Images Based on Deep Neural Networks. CICAI (2) 2022: 256-267 - [c44]Xia Yuan, Jianping Gou, Baosheng Yu, Jiali Yu, Zhang Yi:
Deep Dictionary Learning with an Intra-Class Constraint. ICME 2022: 1-6 - [i16]Xia Yuan, Jianping Gou, Baosheng Yu, Jiali Yu, Zhang Yi:
Deep Dictionary Learning with An Intra-class Constraint. CoRR abs/2207.06841 (2022) - 2021
- [j213]Wei Zhang, Yan Dai, Miao Liu, Yuanyuan Chen, Jie Zhong, Zhang Yi:
DeepUWF-plus: automatic fundus identification and diagnosis system based on ultrawide-field fundus imaging. Appl. Intell. 51(10): 7533-7551 (2021) - [j212]Yemei Liu, Pei Yang, Yong Pi, Lisha Jiang, Xiao Zhong, Junjun Cheng, Yongzhao Xiang, Jianan Wei, Lin Li, Zhang Yi, Huawei Cai, Zhen Zhao:
Automatic identification of suspicious bone metastatic lesions in bone scintigraphy using convolutional neural network. BMC Medical Imaging 21(1): 131 (2021) - [j211]Pei Yang, Yong Pi, Tao He, Jiangming Sun, Jianan Wei, Yongzhao Xiang, Lisha Jiang, Lin Li, Zhang Yi, Zhen Zhao, Huawei Cai:
Automatic differentiation of thyroid scintigram by deep convolutional neural network: a dual center study. BMC Medical Imaging 21(1): 179 (2021) - [j210]Kai Zhou, Nan Chen, Xiuyuan Xu, Zihuai Wang, Jixiang Guo, Lunxu Liu, Zhang Yi:
Automatic airway tree segmentation based on multi-scale context information. Int. J. Comput. Assist. Radiol. Surg. 16(2): 219-230 (2021) - [j209]Jinxin Liu, Chengdi Wang, Jixiang Guo, Jun Shao, Xiuyuan Xu, Xiaoxin Liu, Hongxia Li, Weimin Li, Zhang Yi:
RPLS-Net: pulmonary lobe segmentation based on 3D fully convolutional networks and multi-task learning. Int. J. Comput. Assist. Radiol. Surg. 16(6): 895-904 (2021) - [j208]Jianping Gou, Jun Song, Lan Du, Shaoning Zeng, Yongzhao Zhan, Zhang Yi:
Class mean-weighted discriminative collaborative representation for classification. Int. J. Intell. Syst. 36(7): 3144-3173 (2021) - [j207]Han Wang, Hao Huang, Jingling Wang, Mingtian Wei, Zhang Yi, Ziqiang Wang, Haixian Zhang:
An intelligent system of pelvic lymph node detection. Int. J. Intell. Syst. 36(8): 4088-4116 (2021) - [j206]Wenshuang Chen, Jiali Yu, Zhang Yi, Hong Qu:
The effect of coefficients on the continuous attractors in coupled Highway Neural Networks. Neurocomputing 419: 1-8 (2021) - [j205]Junjie Hu, Ying Song, Lei Zhang, Sen Bai, Zhang Yi:
Multi-scale attention U-net for segmenting clinical target volume in graves' ophthalmopathy. Neurocomputing 427: 74-83 (2021) - [j204]Wanyu Xiang, Jiali Yu, Zhang Yi, Chunxiao Wang, Qing Gao, Yong Liao:
Coexistence of continuous attractors with different dimensions for neural networks. Neurocomputing 429: 25-32 (2021) - [j203]Ting Hu, Lei Zhang, Lizhang Xie, Zhang Yi:
A multi-instance networks with multiple views for classification of mammograms. Neurocomputing 443: 320-328 (2021) - [j202]Yuanyuan Chen, Zhang Yi:
Adaptive sparse dropout: Learning the certainty and uncertainty in deep neural networks. Neurocomputing 450: 354-361 (2021) - [j201]Tao He, Jie Yao, Weidong Tian, Zhang Yi, Wei Tang, Jixiang Guo:
Cephalometric landmark detection by considering translational invariance in the two-stage framework. Neurocomputing 464: 15-26 (2021) - [j200]Yi-Fei Pu, Ni Zhang, Zhengning Wang, Jian Wang, Zhang Yi, Yan Wang, Jiliu Zhou:
Fractional-Order Retinex for Adaptive Contrast Enhancement of Under-Exposed Traffic Images. IEEE Intell. Transp. Syst. Mag. 13(1): 149-159 (2021) - [j199]Xiaofeng Qi, Junjie Hu, Zhang Yi:
Missed diagnoses detection by adversarial learning. Knowl. Based Syst. 220: 106903 (2021) - [j198]Junjie Hu, Ying Song, Qiang Wang, Sen Bai, Zhang Yi:
Incorporating historical sub-optimal deep neural networks for dose prediction in radiotherapy. Medical Image Anal. 67: 101886 (2021) - [j197]Yan Wang, Yangqin Feng, Lei Zhang, Zizhou Wang, Qing Lv, Zhang Yi:
Deep adversarial domain adaptation for breast cancer screening from mammograms. Medical Image Anal. 73: 102147 (2021) - [j196]Zizhou Wang, Lei Zhang, Xin Shu, Qing Lv, Zhang Yi:
An End-to-End Mammogram Diagnosis: A New Multi-Instance and Multiscale Method Based on Single-Image Feature. IEEE Trans. Cogn. Dev. Syst. 13(3): 535-545 (2021) - [j195]Yao Zhou, Gary G. Yen, Zhang Yi:
A Knee-Guided Evolutionary Algorithm for Compressing Deep Neural Networks. IEEE Trans. Cybern. 51(3): 1626-1638 (2021) - [j194]Shangming Yang, Lei Zhang, Xiaofei He, Zhang Yi:
Learning Manifold Structures With Subspace Segmentations. IEEE Trans. Cybern. 51(4): 1981-1992 (2021) - [j193]Wei Zhang, Xiujuan Zhao, Yuanyuan Chen, Jie Zhong, Zhang Yi:
DeepUWF: An Automated Ultra-Wide-Field Fundus Screening System via Deep Learning. IEEE J. Biomed. Health Informatics 25(8): 2988-2996 (2021) - [j192]Keping Yu, Liang Tan, Long Lin, Xiaofan Cheng, Zhang Yi, Takuro Sato:
Deep-Learning-Empowered Breast Cancer Auxiliary Diagnosis for 5GB Remote E-Health. IEEE Wirel. Commun. 28(3): 54-61 (2021) - [c43]Yueyao Huang, Shuo Huang, Han Wang, Mingtian Wei, Jingling Wang, Haixian Zhang, Ziqiang Wang, Zhang Yi:
A prior-based method for colorectal lymph node region classification via deep neural network. BIBM 2021: 1741-1748 - [c42]Jun Xie, Sijie Dang, Xiuyuan Xu, Jixiang Guo, Xiaozhi Zhang, Zhang Yi:
Application of Internet Plus: TCM Clinical Intelligent Decision Making. ICSI (2) 2021: 331-338 - [i15]Jing Xu, Yu Pan, Xinglin Pan, Steven C. H. Hoi, Zhang Yi, Zenglin Xu:
RegNet: Self-Regulated Network for Image Classification. CoRR abs/2101.00590 (2021) - 2020
- [j191]Jianping Gou, Yuanyuan Yang, Zhang Yi, Jiancheng Lv, Qirong Mao, Yongzhao Zhan:
Discriminative globality and locality preserving graph embedding for dimensionality reduction. Expert Syst. Appl. 144: 113079 (2020) - [j190]Jiali Yu, Zhang Yi, Jinsong Leng:
Line attractors of coupled ring neural networks with block circulant weight matrix. Int. J. Comput. Math. 97(3): 687-699 (2020) - [j189]Tao He, Lei Zhang, Jixiang Guo, Zhang Yi:
Multilabel classification by exploiting data-driven pair-wise label dependence. Int. J. Intell. Syst. 35(9): 1375-1396 (2020) - [j188]Han Wang, Haixian Zhang, Junjie Hu, Ying Song, Sen Bai, Zhang Yi:
DeepEC: An error correction framework for dose prediction and organ segmentation using deep neural networks. Int. J. Intell. Syst. 35(12): 1987-2008 (2020) - [j187]Jingling Wang, Rong Ju, Yuanyuan Chen, Guijun Liu, Zhang Yi:
Automated diagnosis of neonatal encephalopathy on aEEG using deep neural networks. Neurocomputing 398: 95-107 (2020) - [j186]Yong Pi, Yao Chen, Dan Deng, Xiaofeng Qi, Jilan Li, Qing Lv, Zhang Yi:
Automated diagnosis of multi-plane breast ultrasonography images using deep neural networks. Neurocomputing 403: 371-382 (2020) - [j185]Zhentao Gao, Yuanyuan Chen, Zhang Yi:
A novel method to compute the weights of neural networks. Neurocomputing 407: 409-427 (2020) - [j184]Xiuyuan Xu, Chengdi Wang, Jixiang Guo, Lan Yang, Hongli Bai, Weimin Li, Zhang Yi:
DeepLN: A framework for automatic lung nodule detection using multi-resolution CT screening images. Knowl. Based Syst. 189 (2020) - [j183]Yu Wu, Zhang Yi:
Automated detection of kidney abnormalities using multi-feature fusion convolutional neural networks. Knowl. Based Syst. 200: 105873 (2020) - [j182]Junjie Hu, Yuanyuan Chen, Lei Zhang, Zhang Yi:
Surrogate dropout: Learning optimal drop rate through proxy. Knowl. Based Syst. 206: 106340 (2020) - [j181]Lizhang Xie, Lei Zhang, Ting Hu, Haiying Huang, Zhang Yi:
Neural networks model based on an automated multi-scale method for mammogram classification. Knowl. Based Syst. 208: 106465 (2020) - [j180]Lituan Wang, Lei Zhang, Minjuan Zhu, Xiaofeng Qi, Zhang Yi:
Automatic diagnosis for thyroid nodules in ultrasound images by deep neural networks. Medical Image Anal. 61: 101665 (2020) - [j179]Tao He, Junjie Hu, Ying Song, Jixiang Guo, Zhang Yi:
Multi-task learning for the segmentation of organs at risk with label dependence. Medical Image Anal. 61: 101666 (2020) - [j178]Xiuyuan Xu, Chengdi Wang, Jixiang Guo, Yuncui Gan, Jianyong Wang, Hongli Bai, Lei Zhang, Weimin Li, Zhang Yi:
MSCS-DeepLN: Evaluating lung nodule malignancy using multi-scale cost-sensitive neural networks. Medical Image Anal. 65: 101772 (2020) - [j177]Yong Pi, Zhen Zhao, Yongzhao Xiang, Yuhao Li, Huawei Cai, Zhang Yi:
Automated diagnosis of bone metastasis based on multi-view bone scans using attention-augmented deep neural networks. Medical Image Anal. 65: 101784 (2020) - [j176]Jianping Gou, Lei Wang, Zhang Yi, Yunhao Yuan, Weihua Ou, Qirong Mao:
Weighted discriminative collaborative competitive representation for robust image classification. Neural Networks 125: 104-120 (2020) - [j175]Lituan Wang, Lei Zhang, Jianyong Wang, Zhang Yi:
Memory Mechanisms for Discriminative Visual Tracking Algorithms With Deep Neural Networks. IEEE Trans. Cogn. Dev. Syst. 12(1): 98-108 (2020) - [j174]Xiaojie Li, Jiancheng Lv, Zhang Yi:
Outlier Detection Using Structural Scores in a High-Dimensional Space. IEEE Trans. Cybern. 50(5): 2302-2310 (2020) - [j173]Tao He, Jixiang Guo, Nan Chen, Xiuyuan Xu, Zihuai Wang, Kaiyu Fu, Lunxu Liu, Zhang Yi:
MediMLP: Using Grad-CAM to Extract Crucial Variables for Lung Cancer Postoperative Complication Prediction. IEEE J. Biomed. Health Informatics 24(6): 1762-1771 (2020) - [j172]Xin Shu, Lei Zhang, Zizhou Wang, Qing Lv, Zhang Yi:
Deep Neural Networks With Region-Based Pooling Structures for Mammographic Image Classification. IEEE Trans. Medical Imaging 39(6): 2246-2255 (2020) - [j171]Yao Zhou, Gary G. Yen, Zhang Yi:
Evolutionary Compression of Deep Neural Networks for Biomedical Image Segmentation. IEEE Trans. Neural Networks Learn. Syst. 31(8): 2916-2929 (2020)
2010 – 2019
- 2019
- [j170]Zhentao Gao, Jie Li, Jixiang Guo, Yuanyuan Chen, Zhang Yi, Jie Zhong:
Diagnosis of Diabetic Retinopathy Using Deep Neural Networks. IEEE Access 7: 3360-3370 (2019) - [j169]Kang Li, Jixiang Guo, Zhang Yi:
A collaborative contour detector by gradient and active contours for ultrasound kidney images. Int. J. Comput. Math. 96(6): 1292-1312 (2019) - [j168]Jiangshu Wei, Jiancheng Lv, Zhang Yi:
A New Sparse Restricted Boltzmann Machine. Int. J. Pattern Recognit. Artif. Intell. 33(10): 1951004:1-1951004:23 (2019) - [j167]Sihang Chen, Jixiang Guo, Chengdi Wang, Xiuyuan Xu, Zhang Yi, Weimin Li:
DeepLNAnno: a Web-Based Lung Nodules Annotating System for CT Images. J. Medical Syst. 43(7): 197:1-197:9 (2019) - [j166]Yuanyuan Chen, Zhang Yi:
Locality-constrained least squares regression for subspace clustering. Knowl. Based Syst. 163: 51-56 (2019) - [j165]Zhang Yi, Yan Yang, Tianrui Li, Hamido Fujita:
A multitask multiview clustering algorithm in heterogeneous situations based on LLE and LE. Knowl. Based Syst. 163: 776-786 (2019) - [j164]Jianping Gou, Wenmo Qiu, Zhang Yi, Xiangjun Shen, Yongzhao Zhan, Weihua Ou:
Locality constrained representation-based K-nearest neighbor classification. Knowl. Based Syst. 167: 38-52 (2019) - [j163]Wei Zhang, Jie Zhong, Shijun Yang, Zhentao Gao, Junjie Hu, Yuanyuan Chen, Zhang Yi:
Automated identification and grading system of diabetic retinopathy using deep neural networks. Knowl. Based Syst. 175: 12-25 (2019) - [j162]Xiaofeng Qi, Lei Zhang, Yao Chen, Yong Pi, Yi Chen, Qing Lv, Zhang Yi:
Automated diagnosis of breast ultrasonography images using deep neural networks. Medical Image Anal. 52: 185-198 (2019) - [j161]Junjie Hu, Yuanyuan Chen, Zhang Yi:
Automated segmentation of macular edema in OCT using deep neural networks. Medical Image Anal. 55: 216-227 (2019) - [j160]Yuni Zeng, Hua Mao, Dezhong Peng, Zhang Yi:
Spectrogram based multi-task audio classification. Multim. Tools Appl. 78(3): 3705-3722 (2019) - [j159]Yao Zhou, Lei Zhang, Zhang Yi:
Predicting movie box-office revenues using deep neural networks. Neural Comput. Appl. 31(6): 1855-1865 (2019) - [j158]Yangxu Wang, Hua Mao, Zhang Yi:
Stem cell motion-tracking by using deep neural networks with multi-output. Neural Comput. Appl. 31(8): 3455-3467 (2019) - [j157]Mingsheng Fu, Hong Qu, Zhang Yi, Li Lu, Yongsheng Liu:
A Novel Deep Learning-Based Collaborative Filtering Model for Recommendation System. IEEE Trans. Cybern. 49(3): 1084-1096 (2019) - [j156]Yanan Sun, Gary G. Yen, Zhang Yi:
Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations. IEEE Trans. Evol. Comput. 23(1): 89-103 (2019) - [j155]Yanan Sun, Gary G. Yen, Zhang Yi:
IGD Indicator-Based Evolutionary Algorithm for Many-Objective Optimization Problems. IEEE Trans. Evol. Comput. 23(2): 173-187 (2019) - [j154]Zhenan He, Gary G. Yen, Zhang Yi:
Robust Multiobjective Optimization via Evolutionary Algorithms. IEEE Trans. Evol. Comput. 23(2): 316-330 (2019) - [j153]Jianping Gou, Wenmo Qiu, Zhang Yi, Yong Xu, Qirong Mao, Yongzhao Zhan:
A Local Mean Representation-based K-Nearest Neighbor Classifier. ACM Trans. Intell. Syst. Technol. 10(3): 29:1-29:25 (2019) - [j152]Junjie Hu, Yuanyuan Chen, Jie Zhong, Rong Ju, Zhang Yi:
Automated Analysis for Retinopathy of Prematurity by Deep Neural Networks. IEEE Trans. Medical Imaging 38(1): 269-279 (2019) - [j151]Malu Zhang, Hong Qu, Ammar Belatreche, Yi Chen, Zhang Yi:
A Highly Effective and Robust Membrane Potential-Driven Supervised Learning Method for Spiking Neurons. IEEE Trans. Neural Networks Learn. Syst. 30(1): 123-137 (2019) - [c41]Chuan Luo, Tianrui Li, Zhang Yi:
An Incremental Feature Selection Approach Based on Information Entropy for Incomplete Data. DASC/PiCom/DataCom/CyberSciTech 2019: 483-488 - [c40]Jianping Gou, Lei Wang, Zhang Yi, Yun-Hao Yuan, Weihua Ou, Qirong Mao:
Discriminative Group Collaborative Competitive Representation for Visual Classification. ICME 2019: 1474-1479 - [c39]Tao He, Jixiang Guo, Jianyong Wang, Xiuyuan Xu, Zhang Yi:
Multi-task Learning for the Segmentation of Thoracic Organs at Risk in CT images. SegTHOR@ISBI 2019 - 2018
- [j150]Xiuyuan Xu, Quan Guo, Jixiang Guo, Zhang Yi:
DeepCXray: Automatically Diagnosing Diseases on Chest X-Rays Using Deep Neural Networks. IEEE Access 6: 66972-66983 (2018) - [j149]Jianping Gou, Lei Wang, Zhang Yi, Jiancheng Lv, Qirong Mao, Yun-Hao Yuan:
A New Discriminative Collaborative Neighbor Representation Method for Robust Face Recognition. IEEE Access 6: 74713-74727 (2018) - [j148]Jianping Gou, Zhang Yi, David Zhang, Yongzhao Zhan, Xiangjun Shen, Lan Du:
Sparsity and Geometry Preserving Graph Embedding for Dimensionality Reduction. IEEE Access 6: 75748-75766 (2018) - [j147]Yangqin Feng, Lei Zhang, Zhang Yi:
Breast cancer cell nuclei classification in histopathology images using deep neural networks. Int. J. Comput. Assist. Radiol. Surg. 13(2): 179-191 (2018) - [j146]Jianyong Wang, Lei Zhang, Yuanyuan Chen, Zhang Yi:
A New Delay Connection for Long Short-Term Memory Networks. Int. J. Neural Syst. 28(6): 1750061:1-1750061:15 (2018) - [j145]Jie Chen, Hua Mao, Haixian Zhang, Zhang Yi:
Symmetric low-rank preserving projections for subspace learning. Neurocomputing 315: 381-393 (2018) - [j144]Yuanyuan Chen, Lei Zhang, Zhang Yi:
Subspace clustering using a low-rank constrained autoencoder. Inf. Sci. 424: 27-38 (2018) - [j143]Chuan Luo, Tianrui Li, Hongmei Chen, Hamido Fujita, Zhang Yi:
Incremental rough set approach for hierarchical multicriteria classification. Inf. Sci. 429: 72-87 (2018) - [j142]Ming Yan, Jixiang Guo, Weidong Tian, Zhang Yi:
Symmetric convolutional neural network for mandible segmentation. Knowl. Based Syst. 159: 63-71 (2018) - [j141]Yu Wu, Hua Mao, Zhang Yi:
Audio classification using attention-augmented convolutional neural network. Knowl. Based Syst. 161: 90-100 (2018) - [j140]Xueying Shi, Guangyong Chen, Pheng-Ann Heng, Zhang Yi:
Tracking topology structure adaptively with deep neural networks. Neural Comput. Appl. 30(11): 3317-3326 (2018) - [j139]Xinxing Xu, Shijie Xiao, Zhang Yi, Xi Peng, Yong Liu:
Orthogonal Principal Coefficients Embedding for Unsupervised Subspace Learning. IEEE Trans. Cogn. Dev. Syst. 10(2): 280-289 (2018) - [j138]Minyu Feng, Hong Qu, Zhang Yi, Jürgen Kurths:
Subnormal Distribution Derived From Evolving Networks With Variable Elements. IEEE Trans. Cybern. 48(9): 2556-2568 (2018) - [j137]Yanan Sun, Gary G. Yen, Zhang Yi:
Improved Regularity Model-Based EDA for Many-Objective Optimization. IEEE Trans. Evol. Comput. 22(5): 662-678 (2018) - [j136]Yi-Fei Pu, Patrick Siarry, Amitava Chatterjee, Zhengning Wang, Zhang Yi, Yiguang Liu, Jiliu Zhou, Yan Wang:
A Fractional-Order Variational Framework for Retinex: Fractional-Order Partial Differential Equation-Based Formulation for Multi-Scale Nonlocal Contrast Enhancement with Texture Preserving. IEEE Trans. Image Process. 27(3): 1214-1229 (2018) - [j135]Xiaojie Li, Jiancheng Lv, Zhang Yi:
An Efficient Representation-Based Method for Boundary Point and Outlier Detection. IEEE Trans. Neural Networks Learn. Syst. 29(1): 51-62 (2018) - [j134]Xi Peng, Canyi Lu, Zhang Yi, Huajin Tang:
Connections Between Nuclear-Norm and Frobenius-Norm-Based Representations. IEEE Trans. Neural Networks Learn. Syst. 29(1): 218-224 (2018) - [j133]Jianyong Wang, Lei Zhang, Quan Guo, Zhang Yi:
Recurrent Neural Networks With Auxiliary Memory Units. IEEE Trans. Neural Networks Learn. Syst. 29(5): 1652-1661 (2018) - [j132]Dongdong Chen, Jiancheng Lv, Zhang Yi:
Graph Regularized Restricted Boltzmann Machine. IEEE Trans. Neural Networks Learn. Syst. 29(6): 2651-2659 (2018) - [j131]Lei Zhang, Zhang Yi, Shun-ichi Amari:
Theoretical Study of Oscillator Neurons in Recurrent Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 29(11): 5242-5248 (2018) - [c38]Jiajing Zhu, Yongguo Liu, Shangming Yang, Shuangqing Zhai, Zhang Yi, Chuanbiao Wen:
A Supervised Learning Framework for Prediction of Incompatible Herb Pair in Traditional Chinese Medicine. CIKM 2018: 1799-1802 - [c37]Jiali Yu, Zhang Yi, Chunxiao Wang, Yong Liao, Zhixin Pang:
Continuous Attractors of Nonlinear Neural Networks with Asymmetric Connection Weights. ICONIP (2) 2018: 393-402 - [c36]Jiali Yu, Zhang Yi, Yong Liao, De-An Wu, Xiong Dai:
Continuous Attractors of 3-D Discrete-Time Ring Networks with Circulant Weight Matrix. ISNN 2018: 388-396 - [i14]Yanan Sun, Gary G. Yen, Zhang Yi:
Improved Regularity Model-based EDA for Many-objective Optimization. CoRR abs/1802.08788 (2018) - [i13]Yanan Sun, Gary G. Yen, Zhang Yi:
IGD Indicator-based Evolutionary Algorithm for Many-objective Optimization Problems. CoRR abs/1802.08792 (2018) - 2017
- [j130]Tao He, Hua Mao, Jixiang Guo, Zhang Yi:
Cell tracking using deep neural networks with multi-task learning. Image Vis. Comput. 60: 142-153 (2017) - [j129]Yangxu Wang, Hua Mao, Zhang Yi:
Protein secondary structure prediction by using deep learning method. Knowl. Based Syst. 118: 115-123 (2017) - [j128]Jie Chen, Hua Mao, Yongsheng Sang, Zhang Yi:
Subspace clustering using a symmetric low-rank representation. Knowl. Based Syst. 127: 46-57 (2017) - [j127]Yanan Sun, Gary G. Yen, Zhang Yi:
Reference line-based Estimation of Distribution Algorithm for many-objective optimization. Knowl. Based Syst. 132: 129-143 (2017) - [j126]Yao Zhou, Hua Mao, Zhang Yi:
Cell mitosis detection using deep neural networks. Knowl. Based Syst. 137: 19-28 (2017) - [j125]Yanan Sun, Hua Mao, Yongsheng Sang, Zhang Yi:
Explicit guiding auto-encoders for learning meaningful representation. Neural Comput. Appl. 28(3): 429-436 (2017) - [j124]Tao He, Hua Mao, Zhang Yi:
Moving object recognition using multi-view three-dimensional convolutional neural networks. Neural Comput. Appl. 28(12): 3827-3835 (2017) - [j123]Xi Peng, Zhiding Yu, Zhang Yi, Huajin Tang:
Constructing the L2-Graph for Robust Subspace Learning and Subspace Clustering. IEEE Trans. Cybern. 47(4): 1053-1066 (2017) - [j122]Lituan Wang, Lei Zhang, Zhang Yi:
Trajectory Predictor by Using Recurrent Neural Networks in Visual Tracking. IEEE Trans. Cybern. 47(10): 3172-3183 (2017) - [j121]Xi Peng, Jiwen Lu, Zhang Yi, Rui Yan:
Automatic Subspace Learning via Principal Coefficients Embedding. IEEE Trans. Cybern. 47(11): 3583-3596 (2017) - [j120]Zhen-Qun Yang, Xiao-Yong Wei, Zhang Yi, Gerald Friedland:
Contextual Noise Reduction for Domain Adaptive Near-Duplicate Retrieval on Merchandize Images. IEEE Trans. Image Process. 26(8): 3896-3910 (2017) - [j119]Xi Peng, Bo Zhao, Rui Yan, Huajin Tang, Zhang Yi:
Bag of Events: An Efficient Probability-Based Feature Extraction Method for AER Image Sensors. IEEE Trans. Neural Networks Learn. Syst. 28(4): 791-803 (2017) - [j118]Jiali Yu, Hua Mao, Zhang Yi:
Parameter as a Switch Between Dynamical States of a Network in Population Decoding. IEEE Trans. Neural Networks Learn. Syst. 28(4): 911-916 (2017) - [j117]Quan Guo, Haixian Zhang, Zhang Yi:
High-Order Measurements for Residual Classifiers. IEEE Trans. Neural Networks Learn. Syst. 28(5): 1030-1042 (2017) - [j116]Xiurui Xie, Hong Qu, Zhang Yi, Jürgen Kurths:
Efficient Training of Supervised Spiking Neural Network via Accurate Synaptic-Efficiency Adjustment Method. IEEE Trans. Neural Networks Learn. Syst. 28(6): 1411-1424 (2017) - [j115]Yi-Fei Pu, Zhang Yi, Jiliu Zhou:
Fractional Hopfield Neural Networks: Fractional Dynamic Associative Recurrent Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 28(10): 2319-2333 (2017) - [j114]Liangli Zhen, Dezhong Peng, Zhang Yi, Yong Xiang, Peng Chen:
Underdetermined Blind Source Separation Using Sparse Coding. IEEE Trans. Neural Networks Learn. Syst. 28(12): 3102-3108 (2017) - [c35]Xi Peng, Jiashi Feng, Jiwen Lu, Wei-Yun Yau, Zhang Yi:
Cascade Subspace Clustering. AAAI 2017: 2478-2484 - [c34]Yanan Sun, Gary G. Yen, Zhang Yi:
Global view-based selection mechanism for many-objective evolutionary algorithms. CEC 2017: 427-434 - [i12]Xi Peng, Jiashi Feng, Shijie Xiao, Jiwen Lu, Zhang Yi, Shuicheng Yan:
Deep Sparse Subspace Clustering. CoRR abs/1709.08374 (2017) - [i11]Yanan Sun, Gary G. Yen, Zhang Yi:
Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations. CoRR abs/1712.05043 (2017) - 2016
- [j113]Jiali Yu, Zhang Yi:
Stability Analysis and Fuzzy Control for Uncertain Delayed T-S Nonlinear Systems. Int. J. Fuzzy Syst. 18(6): 1031-1038 (2016) - [j112]Jie Chen, Haixian Zhang, Hua Mao, Yongsheng Sang, Zhang Yi:
Symmetric low-rank representation for subspace clustering. Neurocomputing 173: 1192-1202 (2016) - [j111]Yuanyuan Chen, Lei Zhang, Zhang Yi:
A Novel Low Rank Representation Algorithm for Subspace Clustering. Int. J. Pattern Recognit. Artif. Intell. 30(4): 1650007:1-1650007:16 (2016) - [j110]Taisong Xiong, Lei Zhang, Zhang Yi:
Double Gaussian mixture model for image segmentation with spatial relationships. J. Vis. Commun. Image Represent. 34: 135-145 (2016) - [j109]Chuan Luo, Tianrui Li, Zhang Yi, Hamido Fujita:
Matrix approach to decision-theoretic rough sets for evolving data. Knowl. Based Syst. 99: 123-134 (2016) - [j108]Quan Guo, Jia Jia, Guangyao Shen, Lei Zhang, Lianhong Cai, Zhang Yi:
Learning robust uniform features for cross-media social data by using cross autoencoders. Knowl. Based Syst. 102: 64-75 (2016) - [j107]Chuan Luo, Tianrui Li, Hongmei Chen, Hamido Fujita, Zhang Yi:
Efficient updating of probabilistic approximations with incremental objects. Knowl. Based Syst. 109: 71-83 (2016) - [j106]Yongsheng Sang, Jiancheng Lv, Hong Qu, Zhang Yi:
Shortest path computation using pulse-coupled neural networks with restricted autowave. Knowl. Based Syst. 114: 1-11 (2016) - [j105]Lili Li, Jiancheng Lv, Zhang Yi:
A non-negative representation learning algorithm for selecting neighbors. Mach. Learn. 102(2): 133-153 (2016) - [j104]Yanan Sun, Hua Mao, Quan Guo, Zhang Yi:
Learning a good representation with unsymmetrical auto-encoder. Neural Comput. Appl. 27(5): 1361-1367 (2016) - [j103]Minyu Feng, Hong Qu, Zhang Yi, Xiurui Xie, Jürgen Kurths:
Evolving Scale-Free Networks by Poisson Process: Modeling and Degree Distribution. IEEE Trans. Cybern. 46(5): 1144-1155 (2016) - [j102]Xi Peng, Huajin Tang, Lei Zhang, Zhang Yi, Shijie Xiao:
A Unified Framework for Representation-Based Subspace Clustering of Out-of-Sample and Large-Scale Data. IEEE Trans. Neural Networks Learn. Syst. 27(12): 2499-2512 (2016) - [c33]Zhang Yi, Yu Zhen, Zi-mu Lu, Tong-Tong Lu:
A fuzzy c-means clustering based tournament selection for multiobjective optimization. CEC 2016: 2446-2453 - [c32]Yanan Sun, Gary G. Yen, Hua Mao, Zhang Yi:
Manifold dimension reduction based clustering for multi-objective evolutionary algorithm. CEC 2016: 3785-3792 - [c31]Xi Peng, Shijie Xiao, Jiashi Feng, Wei-Yun Yau, Zhang Yi:
Deep Subspace Clustering with Sparsity Prior. IJCAI 2016: 1925-1931 - 2015
- [j101]Xi Peng, Rui Yan, Bo Zhao, Huajin Tang, Zhang Yi:
Fast low rank representation based spatial pyramid matching for image classification. Knowl. Based Syst. 90: 14-22 (2015) - [j100]Yin Kuang, Lei Zhang, Zhang Yi:
Constructing L1-graphs for subspace learning via recurrent neural networks. Pattern Anal. Appl. 18(4): 817-828 (2015) - [j99]Jiangshu Wei, Jian Cheng Lv, Zhang Yi:
Robust classifier using distance-based representation with square weights. Soft Comput. 19(2): 507-515 (2015) - [j98]Shangming Yang, Zhang Yi, Xiaofei He, Xuelong Li:
A Class of Manifold Regularized Multiplicative Update Algorithms for Image Clustering. IEEE Trans. Image Process. 24(12): 5302-5314 (2015) - [j97]Jian Cheng Lv, Zhang Yi, Yunxia Li:
Non-Divergence of Stochastic Discrete Time Algorithms for PCA Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 26(2): 394-399 (2015) - [c30]Xi Peng, Zhang Yi, Huajin Tang:
Robust Subspace Clustering via Thresholding Ridge Regression. AAAI 2015: 3827-3833 - [i10]Xi Peng, Canyi Lu, Zhang Yi, Huajin Tang:
Connections Between Nuclear Norm and Frobenius Norm Based Representation. CoRR abs/1502.07423 (2015) - 2014
- [j96]Xiaolan Fu, Lianhong Cai, Ye Liu, Jia Jia, Wenfeng Chen, Zhang Yi, Guozhen Zhao, Yong-Jin Liu, Changxu Wu:
A computational cognition model of perception, memory, and judgment. Sci. China Inf. Sci. 57(3): 1-15 (2014) - [j95]Yin Kuang, Lei Zhang, Zhang Yi:
Image Denoising Via Sparse Dictionaries Constructed by Subspace Learning. Circuits Syst. Signal Process. 33(7): 2151-2171 (2014) - [j94]Yuanyuan Chen, Lei Zhang, Zhang Yi:
Nearest convex hull classification by using Lotka-Volterra recurrent neural networks. Neurocomputing 138: 157-166 (2014) - [j93]Jie Chen, Zhang Yi:
Sparse representation for face recognition by discriminative low-rank matrix recovery. J. Vis. Commun. Image Represent. 25(5): 763-773 (2014) - [j92]Taisong Xiong, Zhang Yi, Lei Zhang:
Grayscale image segmentation by spatially variant mixture model with student's t-distribution. Multim. Tools Appl. 72(1): 167-189 (2014) - [j91]Taisong Xiong, Lei Zhang, Zhang Yi:
Robust t-distribution mixture modeling via spatially directional information. Neural Comput. Appl. 24(6): 1269-1283 (2014) - [j90]Yunxia Li, Zhang Yi, Jian Cheng Lv:
Support vector set selection using pulse-coupled neural networks. Neural Comput. Appl. 25(2): 401-410 (2014) - [j89]Xi Peng, Lei Zhang, Zhang Yi, Kok Kiong Tan:
Learning locality-constrained collaborative representation for robust face recognition. Pattern Recognit. 47(9): 2794-2806 (2014) - [j88]Yin Kuang, Lei Zhang, Zhang Yi:
An adaptive rank-sparsity K-SVD algorithm for image sequence denoising. Pattern Recognit. Lett. 45: 46-54 (2014) - [j87]Minyu Feng, Hong Qu, Zhang Yi:
Highest Degree Likelihood Search Algorithm Using a State Transition Matrix for Complex Networks. IEEE Trans. Circuits Syst. I Regul. Pap. 61-I(10): 2941-2950 (2014) - [j86]Changjiang Liu, Zhang Yi, Kok Kiong Tan, Hongyu Yang:
Sensor Fusion Method for Horizon Detection From an Aircraft in Low Visibility Conditions. IEEE Trans. Instrum. Meas. 63(3): 620-627 (2014) - [j85]Shangming Yang, Zhang Yi, Mao Ye, Xiaofei He:
Convergence Analysis of Graph Regularized Non-Negative Matrix Factorization. IEEE Trans. Knowl. Data Eng. 26(9): 2151-2165 (2014) - [c29]Dongdong Chen, Jian Cheng Lv, Zhang Yi:
A Local Non-Negative Pursuit Method for Intrinsic Manifold Structure Preservation. AAAI 2014: 1745-1751 - [i9]Jie Chen, Zhang Yi:
Subspace Clustering by Exploiting a Low-Rank Representation with a Symmetric Constraint. CoRR abs/1403.2330 (2014) - [i8]Xi Peng, Rui Yan, Bo Zhao, Huajin Tang, Zhang Yi:
Fast Low-rank Representation based Spatial Pyramid Matching for Image Classification. CoRR abs/1409.5786 (2014) - [i7]Jie Chen, Haixian Zhang, Zhang Yi:
Symmetric low-rank representation for subspace clustering. CoRR abs/1410.8618 (2014) - [i6]Xi Peng, Zhang Yi, Huajin Tang:
Principal Coefficients Embedding: Theory and Algorithm. CoRR abs/1411.4419 (2014) - 2013
- [j84]Jianping Gou, Zhang Yi:
Locality-Based Discriminant Neighborhood Embedding. Comput. J. 56(9): 1063-1082 (2013) - [j83]Xi Peng, Zhang Yi, Xiao-Yong Wei, Dezhong Peng, Yongsheng Sang:
Free-gram phrase identification for modeling Chinese text. Inf. Process. Lett. 113(4): 137-144 (2013) - [j82]Yin Kuang, Zhang Yi, Lei Zhang:
An improved code selection algorithm for fault prediction. Neural Comput. Appl. 22(7-8): 1763-1772 (2013) - [j81]Bochuan Zheng, Zhang Yi:
Using competitive layer model implemented by Lotka-Volterra recurrent neural networks for detecting brain activated regions from fMRI data. Neural Comput. Appl. 22(Supplement-1): 395-404 (2013) - [j80]Waqas Jadoon, Zhang Yi, Lei Zhang:
Collaborative neighbor representation based classification using l2-minimization approach. Pattern Recognit. Lett. 34(2): 201-208 (2013) - [j79]Hong Qu, Zhang Yi, Simon X. Yang:
Efficient Shortest-Path-Tree Computation in Network Routing Based on Pulse-Coupled Neural Networks. IEEE Trans. Cybern. 43(3): 995-1010 (2013) - [c28]Xi Peng, Lei Zhang, Zhang Yi:
Scalable Sparse Subspace Clustering. CVPR 2013: 430-437 - [i5]Xi Peng, Lei Zhang, Zhang Yi:
Inductive Sparse Subspace Clustering. CoRR abs/1303.0362 (2013) - [i4]Liangli Zhen, Zhang Yi, Xi Peng, Dezhong Peng:
Locally linear representation for subspace learning and clustering. CoRR abs/1304.6487 (2013) - [i3]Xi Peng, Lei Zhang, Zhang Yi:
An Out-of-sample Extension of Sparse Subspace Clustering and Low Rank Representation for Clustering Large Scale Data Sets. CoRR abs/1309.6487 (2013) - 2012
- [j78]Hong Qu, Simon X. Yang, Zhang Yi, XiaoBin Wang:
A novel neural network method for shortest path tree computation. Appl. Soft Comput. 12(10): 3246-3259 (2012) - [j77]Jianping Gou, Zhang Yi, Lan Du, Taisong Xiong:
A Local Mean-Based k-Nearest Centroid Neighbor Classifier. Comput. J. 55(9): 1058-1071 (2012) - [j76]Bochuan Zheng, Zhang Yi:
A new method based on the CLM of the LV RNN for brain MR image segmentation. Digit. Signal Process. 22(3): 497-505 (2012) - [j75]Dezhong Peng, Zhang Yi, Yong Xiang, Haixian Zhang:
A Globally Convergent MC Algorithm With an Adaptive Learning Rate. IEEE Trans. Neural Networks Learn. Syst. 23(2): 359-365 (2012) - [c27]Taisong Xiong, Zhang Yi:
The Infinite Hidden Markov Random Field Model Based on Student's t-Distribution. CIT 2012: 567-574 - [i2]Xi Peng, Lei Zhang, Zhang Yi:
Constructing L2-Graph For Subspace Learning and Segmentation. CoRR abs/1209.0841 (2012) - [i1]Xi Peng, Lei Zhang, Zhang Yi, Kok Kiong Tan:
Learning Locality-Constrained Collaborative Representation for Face Recognition. CoRR abs/1210.1316 (2012) - 2011
- [j74]Lei Zhang, Zhang Yi:
Selectable and Unselectable Sets of Neurons in Recurrent Neural Networks With Saturated Piecewise Linear Transfer Function. IEEE Trans. Neural Networks 22(7): 1021-1031 (2011) - [j73]Dezhong Peng, Yong Xiang, Zhang Yi, Shui Yu:
CM-Based Blind Equalization of Time-Varying SIMO-FIR Channel With Single Pulsation Estimation. IEEE Trans. Veh. Technol. 60(5): 2410-2415 (2011) - 2010
- [j72]Min Wan, Zhang Yi, Jiancheng Lv, Jiliu Zhou:
Stability and chaos analysis for an ICA algorithm. Comput. Math. Appl. 60(6): 1810-1827 (2010) - [j71]Hua Yan, Keke Chen, Ling Liu, Zhang Yi:
SCALE: a scalable framework for efficiently clustering transactional data. Data Min. Knowl. Discov. 20(1): 1-27 (2010) - [j70]Jing Qin, Kup-Sze Choi, Wai-Man Pang, Zhang Yi, Pheng-Ann Heng:
Collaborative Virtual Surgery: Techniques, Applications and Challenges. Int. J. Virtual Real. 9(3): 1-7 (2010) - [j69]Shangming Yang, Zhang Yi:
Convergence Analysis of Non-Negative Matrix Factorization for BSS Algorithm. Neural Process. Lett. 31(1): 45-64 (2010) - [j68]Yongsheng Sang, Zhang Yi, Jiliu Zhou:
Spatial Point-Data Reduction Using Pulse Coupled Neural Network. Neural Process. Lett. 32(1): 11-29 (2010) - [j67]Kok Kiong Tan, Jiancheng Lv, Zhang Yi, Sunan Huang:
Adaptive multiple minor directions extraction in parallel using a PCA neural network. Theor. Comput. Sci. 411(48): 4200-4215 (2010) - [j66]Jiancheng Lv, Kok Kiong Tan, Zhang Yi, Sunan Huang:
A Family of Fuzzy Learning Algorithms for Robust Principal Component Analysis Neural Networks. IEEE Trans. Fuzzy Syst. 18(1): 217-226 (2010) - [j65]Huajin Tang, Haizhou Li, Zhang Yi:
A discrete-time neural network for optimization problems with hybrid constraints. IEEE Trans. Neural Networks 21(7): 1184-1189 (2010) - [j64]Jiali Yu, Zhang Yi, Jiliu Zhou:
Continuous attractors of Lotka-Volterra recurrent neural networks with infinite neurons. IEEE Trans. Neural Networks 21(10): 1690-1695 (2010) - [c26]Bochuan Zheng, Zhang Yi:
A Method for MRI Segmentation of Brain Tissue. ISNN (2) 2010: 378-384
2000 – 2009
- 2009
- [j63]Kok Kiong Tan, Sunan Huang, Zhang Yi, Tong Heng Lee:
Distributed fault detection in industrial system based on sensor wireless network. Comput. Stand. Interfaces 31(3): 573-578 (2009) - [j62]Dezhong Peng, Zhang Yi, Yong Xiang:
A unified learning algorithm to extract principal and minor components. Digit. Signal Process. 19(4): 640-649 (2009) - [j61]Zhang Yi, Kok Kiong Tan:
Text extraction from images captured via mobile and digital devices. Int. J. Comput. Vis. Robotics 1(1): 34-58 (2009) - [j60]Lifeng Shang, Zhang Yi, Luping Ji:
Constrained ZIP code segmentation by a PCNN-based thinning algorithm. Neurocomputing 72(7-9): 1755-1762 (2009) - [j59]XiaoBin Wang, Hong Qu, Zhang Yi:
A modified pulse coupled neural network for shortest-path problem. Neurocomputing 72(13-15): 3028-3033 (2009) - [j58]Lei Zhang, Zhang Yi, Jiali Yu, Pheng-Ann Heng:
Some multistability properties of bidirectional associative memory recurrent neural networks with unsaturating piecewise linear transfer functions. Neurocomputing 72(16-18): 3809-3817 (2009) - [j57]Hong Qu, Zhang Yi, XiaoBin Wang:
A Winner-Take-All Neural Networks of N Linear Threshold Neurons without Self-Excitatory Connections. Neural Process. Lett. 29(3): 143-154 (2009) - [j56]Dong Huang, Zhang Yi, Xiaorong Pu:
A New Incremental PCA Algorithm With Application to Visual Learning and Recognition. Neural Process. Lett. 30(3): 171-185 (2009) - [j55]Lei Zhang, Zhang Yi, Stones Lei Zhang, Pheng-Ann Heng:
Activity Invariant Sets and Exponentially Stable Attractors of Linear Threshold Discrete-Time Recurrent Neural Networks. IEEE Trans. Autom. Control. 54(6): 1341-1347 (2009) - [j54]Zhang Yi, Kok Kiong Tan, Sunan Huang:
Vision-Servo System for Automated Cell Injection. IEEE Trans. Ind. Electron. 56(1): 231-238 (2009) - [j53]Jiali Yu, Zhang Yi, Lei Zhang:
Representations of Continuous Attractors of Recurrent Neural Networks. IEEE Trans. Neural Networks 20(2): 368-372 (2009) - [j52]Zhang Yi, Lei Zhang, Jiali Yu, Kok Kiong Tan:
Permitted and Forbidden Sets in Discrete-Time Linear Threshold Recurrent Neural Networks. IEEE Trans. Neural Networks 20(6): 952-963 (2009) - [j51]Hong Qu, Simon X. Yang, Allan R. Willms, Zhang Yi:
Real-Time Robot Path Planning Based on a Modified Pulse-Coupled Neural Network Model. IEEE Trans. Neural Networks 20(11): 1724-1739 (2009) - [j50]Dong Huang, Zhang Yi, Xiaorong Pu:
Manifold-Based Learning and Synthesis. IEEE Trans. Syst. Man Cybern. Part B 39(3): 592-606 (2009) - [j49]Jiancheng Lv, Kok Kiong Tan, Zhang Yi, Sunan Huang:
Convergence analysis of a class of Hyvärinen-Oja's ICA learning algorithms with constant learning rates. IEEE Trans. Signal Process. 57(5): 1811-1824 (2009) - [c25]Haixian Zhang, Jiali Yu, Zhang Yi:
Continuous Attractors of Lotka-Volterra Recurrent Neural Networks. ICANN (1) 2009: 287-295 - [c24]Lei Zhang, Pheng-Ann Heng, Zhang Yi:
Solving the CLM Problem by Discrete-Time Linear Threshold Recurrent Neural Networks. ICANN (1) 2009: 995-1004 - 2008
- [j48]Dezhong Peng, Zhang Yi, Jiancheng Lv, Yong Xiang:
A stable MCA learning algorithm. Comput. Math. Appl. 56(4): 847-860 (2008) - [j47]Haixian Zhang, Zhang Yi, Lei Zhang:
Continuous attractors of a class of recurrent neural networks. Comput. Math. Appl. 56(12): 3130-3137 (2008) - [j46]Yunxia Li, Zhang Yi:
An algorithm for extracting fetal electrocardiogram. Neurocomputing 71(7-9): 1538-1542 (2008) - [j45]Dezhong Peng, Zhang Yi, Jiancheng Lv, Yong Xiang:
A neural networks learning algorithm for minor component analysis and its convergence analysis. Neurocomputing 71(7-9): 1748-1752 (2008) - [j44]Luping Ji, Zhang Yi:
A mixed noise image filtering method using weighted-linking PCNNs. Neurocomputing 71(13-15): 2986-3000 (2008) - [j43]Dong Huang, Zhang Yi, Xiaorong Pu:
A new local PCA-SOM algorithm. Neurocomputing 71(16-18): 3544-3552 (2008) - [j42]Hong Qu, Zhang Yi, XiaoBin Wang:
Switching analysis of 2-D neural networks with nonsaturating linear threshold transfer functions. Neurocomputing 72(1-3): 413-419 (2008) - [j41]Dong Huang, Zhang Yi:
Shape recovery by a generalized topology preserving SOM. Neurocomputing 72(1-3): 573-580 (2008) - [j40]Yongguo Liu, Zhang Yi, Hong Wu, Mao Ye, Kefei Chen:
A tabu search approach for the minimum sum-of-squares clustering problem. Inf. Sci. 178(12): 2680-2704 (2008) - [j39]Dezhong Peng, Zhang Yi, Yong Xiang:
On the discrete time dynamics of a self-stabilizing MCA learning algorithm. Math. Comput. Model. 47(9-10): 903-916 (2008) - [j38]Luping Ji, Zhang Yi, Lifeng Shang:
An improved pulse coupled neural network for image processing. Neural Comput. Appl. 17(3): 255-263 (2008) - [j37]Xiaorong Pu, Zhang Yi, Zhongjie Fang:
Holistic and partial facial features fusion by binary particle swarm optimization. Neural Comput. Appl. 17(5-6): 481-488 (2008) - [j36]Jiancheng Lv, Kok Kiong Tan, Zhang Yi, Sunan Huang:
Stability and Chaos of a Class of Learning Algorithms for ICA Neural Networks. Neural Process. Lett. 28(1): 35-47 (2008) - [j35]Luping Ji, Zhang Yi:
Fingerprint orientation field estimation using ridge projection. Pattern Recognit. 41(5): 1491-1503 (2008) - [j34]Chengfu Yang, Zhang Yi:
Document clustering using locality preserving indexing and support vector machines. Soft Comput. 12(7): 677-683 (2008) - [j33]Lei Zhang, Zhang Yi, Jiali Yu:
Multiperiodicity and Attractivity of Delayed Recurrent Neural Networks With Unsaturating Piecewise Linear Transfer Functions. IEEE Trans. Neural Networks 19(1): 158-167 (2008) - [c23]Zhang Yi, Kok Kiong Tan, Sunan Huang:
Software Based Vision System for Automated Cell Injection. BMEI (1) 2008: 718-722 - [c22]Yongsheng Sang, Zhang Yi:
Motion Determination Using Non-uniform Sampling Based Density Clustering. FSKD (4) 2008: 81-85 - [c21]Dong Huang, Zhang Yi, Xiaorong Pu:
A kernel view of manifold analysis for face images. ISKE 2008: 650-655 - 2007
- [j32]Mao Ye, Zhang Yi, Kok Kiong Tan:
A robust and Globally convergent PCA Learning Algorithm. Control. Intell. Syst. 35(2) (2007) - [j31]Yongguo Liu, Xiaorong Pu, Yi-Dong Shen, Zhang Yi, Xiaofeng Liao:
Clustering Using an Improved Hybrid Genetic Algorithm. Int. J. Artif. Intell. Tools 16(6): 919-934 (2007) - [j30]Lifeng Shang, Zhang Yi:
A class of binary images thinning using two PCNNs. Neurocomputing 70(4-6): 1096-1101 (2007) - [j29]Guisong Liu, Zhang Yi, Shangming Yang:
A hierarchical intrusion detection model based on the PCA neural networks. Neurocomputing 70(7-9): 1561-1568 (2007) - [j28]Dezhong Peng, Zhang Yi, Wenjing Luo:
Convergence analysis of a simple minor component analysis algorithm. Neural Networks 20(7): 842-850 (2007) - [j27]Lifeng Shang, Zhang Yi, Luping Ji:
Binary Image Thinning Using Autowaves Generated by PCNN. Neural Process. Lett. 25(1): 49-62 (2007) - [j26]Dezhong Peng, Zhang Yi:
A Modified Oja-Xu MCA Learning Algorithm and Its Convergence Analysis. IEEE Trans. Circuits Syst. II Express Briefs 54-II(4): 348-352 (2007) - [j25]Dezhong Peng, Zhang Yi:
Convergence analysis of the OJAn MCA learning algorithm by the deterministic discrete time method. Theor. Comput. Sci. 378(1): 87-100 (2007) - [j24]Jiancheng Lv, Zhang Yi, Kok Kiong Tan:
Determination of the Number of Principal Directions in a Biologically Plausible PCA Model. IEEE Trans. Neural Networks 18(3): 910-916 (2007) - [j23]Jiancheng Lv, Zhang Yi, Kok Kiong Tan:
Global Convergence of GHA Learning Algorithm With Nonzero-Approaching Adaptive Learning Rates. IEEE Trans. Neural Networks 18(6): 1557-1571 (2007) - [j22]Dezhong Peng, Zhang Yi:
Dynamics of Generalized PCA and MCA Learning Algorithms. IEEE Trans. Neural Networks 18(6): 1777-1784 (2007) - [j21]Luping Ji, Zhang Yi, Lifeng Shang, Xiaorong Pu:
Binary Fingerprint Image Thinning Using Template-Based PCNNs. IEEE Trans. Syst. Man Cybern. Part B 37(5): 1407-1413 (2007) - [c20]Luping Ji, Zhang Yi:
SVM-based Fingerprint Classification Using Orientation Field. ICNC (2) 2007: 724-727 - [c19]Yunxia Li, Zhang Yi:
Sequential Blind Signal Extraction with the Linear Predictor. ISNN (3) 2007: 758-763 - [c18]Lei Zhang, Zhang Yi:
Global Exponential Convergence of Time-Varying Delayed Neural Networks with High Gain. ISNN (1) 2007: 1001-1007 - 2006
- [j20]Jiancheng Lv, Zhang Yi:
Global Convergence of a PCA Learning Algorithm with a Constant Learning Rate. Comput. Math. Appl. 52(10-11): 1425-1438 (2006) - [j19]Lifeng Shang, Jiancheng Lv, Zhang Yi:
Rigid medical image registration using PCA neural network. Neurocomputing 69(13-15): 1717-1722 (2006) - [j18]Jian Cheng Lv, Zhang Yi, Kok Kiong Tan:
Convergence analysis of Xu's LMSER learning algorithm via deterministic discrete time system method. Neurocomputing 70(1-3): 362-372 (2006) - [j17]Xiufeng Jiang, Zhang Yi, Jiancheng Lv:
Fuzzy SVM with a new fuzzy membership function. Neural Comput. Appl. 15(3-4): 268-276 (2006) - [j16]Hong Qu, Zhang Yi, Huajin Tang:
Improving local minima of columnar competitive model for TSPs. IEEE Trans. Circuits Syst. I Regul. Pap. 53-I(6): 1353-1362 (2006) - [j15]Jiancheng Lv, Zhang Yi, Kok Kiong Tan:
Global convergence of Oja's PCA learning algorithm with a non-zero-approaching adaptive learning rate. Theor. Comput. Sci. 367(3): 286-307 (2006) - [j14]Zhang Yi, Jiancheng Lv, Lei Zhang:
Output convergence analysis for a class of delayed recurrent neural networks with time-varying inputs. IEEE Trans. Syst. Man Cybern. Part B 36(1): 87-95 (2006) - [j13]Dezhong Peng, Zhang Yi:
Convergence analysis of a deterministic discrete time system of feng's MCA learning algorithm. IEEE Trans. Signal Process. 54(9): 3626-3632 (2006) - [c17]Luping Ji, Zhang Yi, Xiaorong Pu:
Fingerprint Classification by SPCNN and Combined LVQ Networks. ICNC (1) 2006: 395-398 - [c16]Xiaorong Pu, Zhang Yi, Yue Wu:
Recognizing Partially Damaged Facial Images by Subspace Auto-associative Memories. ISNN (2) 2006: 49-54 - [c15]Guisong Liu, Zhang Yi:
Intrusion Detection Using PCASOM Neural Networks. ISNN (2) 2006: 240-245 - [c14]Hong Qu, Zhang Yi:
Convergence and Periodicity of Solutions for a Class of Discrete-Time Recurrent Neural Network with Two Neurons. ISNN (1) 2006: 291-296 - [c13]Stones Lei Zhang, Zhang Yi, Jiancheng Lv:
Growing Hierarchical Principal Components Analysis Self-Organizing Map. ISNN (1) 2006: 701-706 - [c12]Yongguo Liu, Jun Peng, Kefei Chen, Zhang Yi:
An Improved Hybrid Genetic Clustering Algorithm. SETN 2006: 192-202 - [e6]Jun Wang, Zhang Yi, Jacek M. Zurada, Bao-Liang Lu, Hujun Yin:
Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28 - June 1, 2006, Proceedings, Part I. Lecture Notes in Computer Science 3971, Springer 2006, ISBN 3-540-34439-X [contents] - [e5]Jun Wang, Zhang Yi, Jacek M. Zurada, Bao-Liang Lu, Hujun Yin:
Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28 - June 1, 2006, Proceedings, Part II. Lecture Notes in Computer Science 3972, Springer 2006, ISBN 3-540-34437-3 [contents] - [e4]Jun Wang, Zhang Yi, Jacek M. Zurada, Bao-Liang Lu, Hujun Yin:
Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28 - June 1, 2006, Proceedings, Part III. Lecture Notes in Computer Science 3973, Springer 2006, ISBN 3-540-34482-9 [contents] - 2005
- [j12]Mao Ye, Zhang Yi, Jiancheng Lv:
A globally convergent learning algorithm for PCA neural networks. Neural Comput. Appl. 14(1): 18-24 (2005) - [j11]Mao Ye, Zhang Yi:
Complete Convergence of Competitive Neural Networks with Different Time Scales. Neural Process. Lett. 21(1): 53-60 (2005) - [j10]Zhang Yi, Kok Kiong Tan:
Global convergence of Lotka-Volterra recurrent neural networks with delays. IEEE Trans. Circuits Syst. I Regul. Pap. 52-I(11): 2482-2489 (2005) - [j9]Zhang Yi, Mao Ye, Jiancheng Lv, Kok Kiong Tan:
Convergence analysis of a deterministic discrete time system of Oja's PCA learning algorithm. IEEE Trans. Neural Networks 16(6): 1318-1328 (2005) - [c11]Hua Yan, Lei Zhang, Zhang Yi:
Clustering Categorical Data Using Coverage Density. ADMA 2005: 248-255 - [c10]Xiang Chen, Zhang Yi, Yue Wu:
Mining Association Rules Based on Seed Items and Weights. FSKD (1) 2005: 603-608 - [c9]Xiaorong Pu, Zhang Yi, Ziming Zheng, Wei Zhou, Mao Ye:
Face Recognition Using Fisher Non-negative Matrix Factorization with Sparseness Constraints. ISNN (2) 2005: 112-117 - [c8]Jiancheng Lv, Zhang Yi:
An Improved Backpropagation Algorithm Using Absolute Error Function. ISNN (1) 2005: 585-590 - [c7]Hong Qu, Zhang Yi, XiaoLin Xiang:
Theoretical Analysis and Parameter Setting of Hopfield Neural Networks. ISNN (1) 2005: 739-744 - [c6]Shangming Yang, Zhang Yi:
Fast ICA for Online Cashflow Analysis. ISNN (2) 2005: 891-896 - [c5]Dezhong Peng, Zhang Yi, XiaoLin Xiang:
A Modified MCA EXIN Algorithm and Its Convergence Analysis. ISNN (1) 2005: 1028-1033 - [e3]Jun Wang, Xiaofeng Liao, Zhang Yi:
Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30 - June 1, 2005, Proceedings, Part I. Lecture Notes in Computer Science 3496, Springer 2005, ISBN 3-540-25912-0 [contents] - [e2]Jun Wang, Xiaofeng Liao, Zhang Yi:
Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30 - June 1, 2005, Proceedings, Part II. Lecture Notes in Computer Science 3497, Springer 2005, ISBN 3-540-25913-9 [contents] - [e1]Jun Wang, Xiaofeng Liao, Zhang Yi:
Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30 - June 1, 2005, Proceedings, Part III. Lecture Notes in Computer Science 3498, Springer 2005, ISBN 3-540-25914-7 [contents] - 2004
- [j8]Zhang Yi, Pheng-Ann Heng:
Authors' reply to comment on "stability of fuzzy control systems with bounded uncertain delays". IEEE Trans. Fuzzy Syst. 12(2): 286- (2004) - [j7]Zhang Yi, Kok Kiong Tan:
Multistability of discrete-time recurrent neural networks with unsaturating piecewise linear activation functions. IEEE Trans. Neural Networks 15(2): 329-336 (2004) - [j6]Huajin Tang, Kay Chen Tan, Zhang Yi:
A columnar competitive model for solving combinatorial optimization problems. IEEE Trans. Neural Networks 15(6): 1568-1574 (2004) - [c4]Shangming Yang, Zhang Yi:
Self-Organizing Feature Map Based Data Mining. ISNN (1) 2004: 193-198 - [c3]Jiancheng Lv, Mao Ye, Zhang Yi:
Convergence Analysis for Oja+ MCA Learning Algorithm. ISNN (1) 2004: 810-814 - [c2]Mao Ye, Zhang Yi:
On the Discrete Time Dynamics of the MCA Neural Networks. ISNN (1) 2004: 815-821 - 2003
- [j5]Zhang Yi, Kok Kiong Tan, Tong Heng Lee:
Multistability Analysis for Recurrent Neural Networks with Unsaturating Piecewise Linear Transfer Functions. Neural Comput. 15(3): 639-662 (2003) - 2002
- [j4]Zhang Yi, Pheng-Ann Heng:
Stability of fuzzy control systems with bounded uncertain delays. IEEE Trans. Fuzzy Syst. 10(1): 92-97 (2002) - 2000
- [c1]Zhang Yi, Ada Wai-Chee Fu, Chun Hing Cai, Pheng-Ann Heng:
Clustering Categorical Data. ICDE 2000: 305
1990 – 1999
- 1999
- [j3]Zhang Yi, Pheng-Ann Heng, Ada Wai-Chee Fu:
Estimate of exponential convergence rate and exponential stability for neural networks. IEEE Trans. Neural Networks 10(6): 1487-1493 (1999) - 1996
- [j2]Zhang Yi, Shouming Zhong:
Comment on 'Robust stability of a class of uncertain nonlinear dynamical systems with time-varying delay'. Int. J. Syst. Sci. 27(5): 515-516 (1996) - [j1]Zhang Yi, Shouming Zhong, Z. L. Li:
Brief communication Periodic solutions and stability of Hopfield neural networks with variable delays. Int. J. Syst. Sci. 27(9): 895-901 (1996)
Coauthor Index
[i19] [j270] [j267] [j259] [j254] [j253] [j252] [j249] [j241] [j235] [j234] [j224] [j223] [j221] [j220] [j216] [j205] [j203] [j197] [j196] [j194] [j189] [j182] [j181] [j180] [j178] [j175] [j172] [j162] [j159] [j147] [j146] [j144] [j133] [j131] [j122] [j111] [j110] [j108] [j102] [j100] [j95] [j94] [j92] [j91] [j89] [j88] [j82] [j80] [c28] [i5] [i3] [i2] [i1] [j74] [j58] [j55] [j53] [j52] [c24] [j47] [j33] [c18] [j14] [c11]
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