Zhang Yi

403 papers A* 15A 3B 4C 3Misc 1Journal 336Unranked 34
YearRankTypeTitle / Venue / Authors
2026 J jnl
Advancing depression detection in audio through innovative semi-supervised learning technology.
Knowl. Based Syst.
Yixuan Liu, Xiang Li, Yuxin Cai, Jiajun Xu, Junjie Hu, Zhang Yi, Yuanyuan Chen
2026 A* conf
CNM-UNet: Continuous Ordinary Differential Equations for Medical Image Segmentation.
AAAI
Tianqi Xu, Yashi Zhu, Quansong He, Yue Cao, Kaishen Wang, Zhang Yi, Tao He
2026 J jnl
Cascaded neural memory ODEs for predicting fluence maps in rectal cancer IMRT.
Pattern Recognit.
Xiangjie Tan, Ying Song, Qiang Wang, Chengrong Yu, Zhang Yi, Junjie Hu
2026 A* conf
Class Incremental Medical Image Segmentation via Prototype-Guided Calibration and Dual-Aligned Distillation.
AAAI
Shengqian Zhu, Chengrong Yu, Qiang Wang, Ying Song, Guangjun Li, Jiafei Wu, Xiaogang Xu, Zhang Yi, Junjie Hu
2026 J jnl
Dual-Policy Fusion for Multitask Multiagent Reinforcement Learning.
IEEE Trans. Cybern.
Yandong Chen, Wei Cheng, Naizhuo Zeng, Mingsheng Fu, Liwei Huang, Hong Qu, Zhang Yi
2026 J jnl
Enhancing feature fusion of U-like networks with dynamic skip connections.
Medical Image Anal.
Yue Cao, Quansong He, Kaishen Wang, Jianlong Xiong, Zhang Yi, Tao He
2026 A* conf
GeoCoBox: Box-supervised 3D Tumor Segmentation via Geometric Co-embedding.
AAAI
Tianzhong Lan, Zhang Yi, Xiuyuan Xu, Min Zhu
2026 J jnl
Layer-wise correlation and attention discrepancy distillation for semantic segmentation.
Pattern Recognit.
Jianping Gou, Kaijie Chen, Cheng Chen, Weihua Ou, Xin Luo, Zhang Yi
2026 A* conf
Mitigating Entity Hallucinations in 3D Radiology Report Generation via Dual-Stream Alignment.
AAAI
Lingyu Zhou, Yue Yu, Zhang Yi, Xiuyuan Xu
2026 J jnl
Multi-Scale Collaborative Distillation Graph Neural Networks for Session-Based Recommendation.
IEEE Trans. Serv. Comput.
Jianping Gou, Youhui Cheng, Benteng Ma, Lan Du, Xin Luo, Zhang Yi
2026 J jnl
Rethinking Propagation Methods for Interactive Medical Image Segmentation.
IEEE J. Biomed. Health Informatics
Shengqian Zhu, Yuncheng Shen, Yingyong Yin, Ying Song, Zhang Yi, Guangjun Li, Junjie Hu
2026 A* conf
RoSE: A Role Correlation Structure-Enhanced Model for Multi-Event Argument Extraction.
AAAI
Geting Huang, Jilong Zhang, Kai Zhou, Zhang Yi, Xiuyuan Xu
2026 J jnl
UMIC: Super-Resolution of Cine Cardiac MRI Using U-Shaped Network With Multi-Level Information Compensation.
IEEE Trans. Emerg. Top. Comput. Intell.
Defu Qiu, Kelvin K. L. Wong, Yuhu Cheng, Zhang Yi, Xuesong Wang
2025 J jnl
AIScholar: An OpenFaaS-enhanced cloud platform for intelligent medical data analytics.
Comput. Biol. Medicine
Weili Peng, Yichao Hong, Yuanyuan Chen, Zhang Yi
2025 B conf
ATS and BEMAF-UNet for Accurate and Robust Renal Histopathology Image Segmentation.
IEEE Big Data
Linfeng Du, Xiang Li, Zhang Yi, Dehan Li
2025 J jnl
BUS-M2AE: Multi-scale Masked Autoencoder for Breast Ultrasound Image Analysis.
Comput. Biol. Medicine
Le Yu, Bo Gou, Xun Xia, Yujia Yang, Zhang Yi, Xiangde Min, Tao He
2025 J jnl
Class Incremental Medical Image Segmentation via Prototype-Guided Calibration and Dual-Aligned Distillation.
CoRR
Shengqian Zhu, Chengrong Yu, Qiang Wang, Ying Song, Guangjun Li, Jiafei Wu, Xiaogang Xu, Zhang Yi, Junjie Hu
2025 J jnl
Coexistence of Cyclic Sequential Pattern Recognition and Associative Memory in Neural Networks by Attractor Mechanisms.
IEEE Trans. Neural Networks Learn. Syst.
Jingyang Huo, Jiali Yu, Min Wang, Zhang Yi, Jinsong Leng, Yong Liao
2025 — conf
Coronary Artery Calcification Segmentation by Using Cross-Frequency Conditioner and Geometric Priors Learning.
MICCAI (4)
Weili Jiang, Yiming Li, Gadeng Luosang, Gang Peng, Yong Peng, Yijun Yao, Zhang Yi, Jianyong Wang, Mao Chen
2025 J jnl
Deformable symmetry attention for nuclear medicine image segmentation.
Neurocomputing
Zeao Zhang, Pei Yang, Ruomeng Liu, Huawei Cai, Zhen Zhao, Quan Guo, Zhang Yi
2025 J jnl
Distinguishing the roles of edge, color, and other surface information in basic and superordinate scene representation.
NeuroImage
Liansheng Yao, Qiufang Fu, Chang Hong Liu, Jianyong Wang, Zhang Yi
2025 — conf
Domain Generalization for Pulmonary Nodule Detection via Distributionally-Regularized Mamba.
MICCAI (6)
Tianzhong Lan, Nan Chen, Zhang Yi, Xiuyuan Xu, Min Zhu
2025 J jnl
EAUWSeg: Eliminating annotation uncertainty in weakly-supervised medical image segmentation.
CoRR
Lituan Wang, Lei Zhang, Wang Yan, Zhenbin Wang, Zhenwei Zhang, Zhang Yi
2025 J jnl
Efficient fine-tuning of vision transformer via path-augmented parameter adaptation.
Inf. Sci.
Yao Zhou, Zhang Yi, Gary G. Yen
2025 J jnl
Exploiting Unlabeled Structures through Task Consistency Training for Versatile Medical Image Segmentation.
CoRR
Shengqian Zhu, Jiafei Wu, Xiaogang Xu, Chengrong Yu, Ying Song, Zhang Yi, Guangjun Li, Junjie Hu
2025 J jnl
Fourier Boundary Features Network With Wider Catchers for Glass Segmentation.
IEEE Trans. Image Process.
Xiaolin Qin, Jiacen Liu, Qianlei Wang, Shaolin Zhang, Fei Zhu, Zhang Yi
2025 J jnl
Generative Probabilistic Meta-Learning for Few-Shot Image Classification.
IEEE Trans. Emerg. Top. Comput. Intell.
Meijun Fu, Xiaomin Wang, Jun Wang, Zhang Yi
2025 J jnl
Graph Convolutional Networks With Collaborative Feature Fusion for Sequential Recommendation.
IEEE Trans. Big Data
Jianping Gou, Youhui Cheng, Yibing Zhan, Baosheng Yu, Weihua Ou, Zhang Yi
2025 J jnl
Intra-class progressive and adaptive self-distillation.
Neural Networks
Jianping Gou, Jiaye Lin, Lin Li, Weihua Ou, Baosheng Yu, Zhang Yi
2025 J jnl
Knowledge-embedded large language models for emergency triage.
Knowl. Based Syst.
Qing-Yang Shen, Xiaozhi Zhang, Haomin Ren, Quan Guo, Zhang Yi
2025 J jnl
Learning Robust Representations by Autoencoders With Dynamical Implicit Mapping.
IEEE Signal Process. Lett.
Jianda Zeng, Weili Jiang, Zhang Yi, Yong-Guo Shi, Jianyong Wang
2025 A* conf
LooBox: Loose-box-supervised 3D Tumor Segmentation with Self-correcting Bidirectional Learning.
ACM Multimedia
Tianzhong Lan, Zhang Yi, Xiuyuan Xu, Min Zhu
2025 J jnl
Multi-Teacher Temporal Regulation Network for Surgical Workflow Recognition.
IEEE Trans. Medical Imaging
Kaide Huang, Xianglei Yuan, Rui-De Liu, Lian-Song Ye, Yao Zhou, Bing Hu, Zhang Yi
2025 J jnl
Neural Memory Self-Supervised State Space Models With Learnable Gates.
IEEE Signal Process. Lett.
Zhihua Wang, Yuxin He, Zhang Yi, Tao He, Jiajun Bu
2025 A* conf
PRIME: Prototype-Driven Class Incremental Learning for Medical Image Segmentation.
ACM Multimedia
Shengqian Zhu, Chengrong Yu, Wenbo Qi, Jiafei Wu, Ying Song, Guangjun Li, Zhang Yi, Xiaogang Xu, Junjie Hu
2025 J jnl
Prototype Bayesian Meta-Learning for Few-Shot Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Meijun Fu, Xiaomin Wang, Jun Wang, Zhang Yi
2025 J jnl
Q-ADER: An Effective Q-Learning for Recommendation With Diminishing Action Space.
IEEE Trans. Neural Networks Learn. Syst.
Fan Li, Hong Qu, Liyan Zhang, Mingsheng Fu, Wenyu Chen, Zhang Yi
2025 J jnl
Retina-Inspired Lightweight Spiking Convolutional Neural Network for Single-Image Dehazing.
IEEE Trans. Neural Networks Learn. Syst.
Ya Zhang, Xiaoling Luo, Qian Sun, Yuchen Wang, Hong Qu, Zhang Yi
2025 J jnl
SA-Seg: Annotation-Efficient Segmentation for Airway Tree Using Saliency-Based Annotation.
IEEE Trans. Medical Imaging
Kai Zhou, Nan Chen, Zhang Yi, Xiuyuan Xu
2025 J jnl
Simplified Transformer.
Neurocomputing
Lei Xu, Haiying Luo, Zhang Yi
2025 J jnl
Synthetic Gradient Optimization-Based Implicit Amortized Bayesian Meta-Learning for Few-Shot Pumi Spectrographic Image Recognition.
IEEE Trans. Circuits Syst. Video Technol.
Meijun Fu, Xiaomin Wang, Jun Wang, Zhang Yi
2025 J jnl
Visual prompt-driven universal model for medical image segmentation in radiotherapy.
Knowl. Based Syst.
Shengqian Zhu, Chengrong Yu, Zhang Yi, Junjie Hu
2024 J jnl
A Bidirectional Feedforward Neural Network Architecture Using the Discretized Neural Memory Ordinary Differential Equation.
Int. J. Neural Syst.
Hao Niu, Zhang Yi, Tao He
2024 J jnl
A Forward Learning Algorithm for Neural Memory Ordinary Differential Equations.
Int. J. Neural Syst.
Xiuyuan Xu, Haiying Luo, Zhang Yi, Haixian Zhang
2024 A* conf
A Lightweight U-like Network Utilizing Neural Memory Ordinary Differential Equations for Slimming the Decoder.
IJCAI
Quansong He, Xiaojun Yao, Jun Wu, Zhang Yi, Tao He
2024 J jnl
A Lightweight U-like Network Utilizing Neural Memory Ordinary Differential Equations for Slimming the Decoder.
CoRR
Quansong He, Xiaojun Yao, Jun Wu, Zhang Yi, Tao He
2024 J jnl
A stable mapping of nmODE.
Artif. Intell. Rev.
Haiying Luo, Tao He, Zhang Yi
2024 J jnl
A systematic survey of fuzzy deep learning for uncertain medical data.
Artif. Intell. Rev.
Yuanhang Zheng, Zeshui Xu, Tong Wu, Zhang Yi
2024 J jnl
ABSR: Progressive Alternate Refinement for Blind Cardiac MRI Super-Resolution.
IEEE Internet Things J.
Defu Qiu, Zhaoyang Song, Wenjun Zhang, Kelvin K. L. Wong, Zhang Yi
2024 J jnl
Adaptive Annotation Correlation Based Multi-Annotation Learning for Calibrated Medical Image Segmentation.
IEEE J. Biomed. Health Informatics
Wei Huang, Lei Zhang, Xin Shu, Zizhou Wang, Zhang Yi
2024 J jnl
Automated Quality Assessment of Medical Images in Echocardiography Using Neural Networks with Adaptive Ranking and Structure-Aware Learning.
Int. J. Neural Syst.
Gadeng Luosang, Zhihua Wang, Jian Liu, Fanxin Zeng, Zhang Yi, Jianyong Wang
2024 J jnl
Biobjective Optimization Method for Large-Scale Group Decision Making Based on Hesitant Fuzzy Linguistic Preference Relations With Granularity Levels.
IEEE Trans. Fuzzy Syst.
Yuanhang Zheng, Zeshui Xu, Yufei Li, Witold Pedrycz, Zhang Yi
2024 J jnl
DBSR: Quadratic Conditional Diffusion Model for Blind Cardiac MRI Super-Resolution.
IEEE Trans. Multim.
Defu Qiu, Yuhu Cheng, Kelvin Kian Loong Wong, Wen-Jun Zhang, Zhang Yi, Xuesong Wang
2024 J jnl
Difference-Aware Distillation for Semantic Segmentation.
IEEE Trans. Multim.
Jianping Gou, Xiabin Zhou, Lan Du, Yibing Zhan, Wu Chen, Zhang Yi
2024 — conf
Efficient and Gender-Adaptive Graph Vision Mamba for Pediatric Bone Age Assessment.
MICCAI (5)
Lingyu Zhou, Zhang Yi, Kai Zhou, Xiuyuan Xu
2024 J jnl
Federated Distillation: A Survey.
CoRR
Lin Li, Jianping Gou, Baosheng Yu, Lan Du, Zhang Yi, Dacheng Tao
2024 J jnl
Hierarchical Locality-Aware Deep Dictionary Learning for Classification.
IEEE Trans. Multim.
Jianping Gou, Xin He, Lan Du, Baosheng Yu, Wenbai Chen, Zhang Yi
2024 J jnl
Hierarchical graph augmented stacked autoencoders for multi-view representation learning.
Inf. Fusion
Jianping Gou, Nannan Xie, Jinhua Liu, Baosheng Yu, Weihua Ou, Zhang Yi, Wu Chen
2024 J jnl
ICNoduleNet: Enhancing Pulmonary Nodule Detection Performance on Sharp Kernel CT Imaging.
IEEE J. Biomed. Health Informatics
Tianzhong Lan, Fanxin Zeng, Zhang Yi, Xiuyuan Xu, Min Zhu
2024 — conf
IarCAC: Instance-Aware Representation for Coronary Artery Calcification Segmentation in Cardiac CT Angiography.
MICCAI (1)
Weili Jiang, Yiming Li, Zhang Yi, Jianyong Wang, Mao Chen
2024 J jnl
Improving Exploration in Actor-Critic With Weakly Pessimistic Value Estimation and Optimistic Policy Optimization.
IEEE Trans. Neural Networks Learn. Syst.
Fan Li, Mingsheng Fu, Wenyu Chen, Fan Zhang, Haixian Zhang, Hong Qu, Zhang Yi
2024 J jnl
Leveraging denoising diffusion probabilistic model to improve the multi-thickness CT segmentation.
Neurocomputing
Chengrong Yu, Ying Song, Qiang Wang, Shengqian Zhu, Zhang Yi, Junjie Hu
2024 J jnl
Minicolumn-Based Episodic Memory Model With Spiking Neurons, Dendrites and Delays.
IEEE Trans. Neural Networks Learn. Syst.
Yun Zhang, Yi Chen, Jilun Zhang, Xiaoling Luo, Malu Zhang, Hong Qu, Zhang Yi
2024 J jnl
Multi-instance imbalance semantic segmentation by instance-dependent attention and adaptive hard instance mining.
Knowl. Based Syst.
Weili Jiang, Yiming Li, Zhang Yi, Mao Chen, Jianyong Wang
2024 J jnl
Multiobjective Evolutionary Generative Adversarial Network Compression for Image Translation.
IEEE Trans. Evol. Comput.
Yao Zhou, Bing Hu, Xianglei Yuan, Kaide Huang, Zhang Yi, Gary G. Yen
2024 J jnl
Ori-Net: Orientation-guided Neural Network for Automated Coronary Arteries Segmentation.
Expert Syst. Appl.
Weili Jiang, Yiming Li, Yuheng Jia, Yuan Feng, Zhang Yi, Mao Chen, Jianyong Wang
2024 J jnl
Precise Localization for Anatomo-Physiological Hallmarks of the Cervical Spine by Using Neural Memory Ordinary Differential Equation.
Int. J. Neural Syst.
Xi Zheng, Yi Yang, Dehan Li, Yi Deng, Yuexiong Xie, Zhang Yi, Litai Ma, Lei Xu
2024 J jnl
Reciprocal Teacher-Student Learning via Forward and Feedback Knowledge Distillation.
IEEE Trans. Multim.
Jianping Gou, Yu Chen, Baosheng Yu, Jinhua Liu, Lan Du, Shaohua Wan, Zhang Yi
2024 J jnl
Reconstructed Graph Constrained Auto-Encoders for Multi-View Representation Learning.
IEEE Trans. Multim.
Jianping Gou, Nannan Xie, Yunhao Yuan, Lan Du, Weihua Ou, Zhang Yi
2024 J jnl
Segmentation of Lung Lesions through Bilateral Learning Branches to Aggregating Contextual and Local Characteristics.
Int. J. Comput. Intell. Syst.
Hao Niu, Linjing Li, Bo Yuan, Min Zhu, Xiuyuan Xu, Xi Lu, Fengming Luo, Zhang Yi
2024 A* conf
Strengthening Layer Interaction via Dynamic Layer Attention.
IJCAI
Kaishen Wang, Xun Xia, Jian Liu, Zhang Yi, Tao He
2024 J jnl
Strengthening Layer Interaction via Dynamic Layer Attention.
CoRR
Kaishen Wang, Xun Xia, Jian Liu, Zhang Yi, Tao He
2024 J jnl
Weighted Graph-Structured Semantics Constraint Network for Cross-Modal Retrieval.
IEEE Trans. Multim.
Lei Zhang, Leiting Chen, Chuan Zhou, Xin Li, Fan Yang, Zhang Yi
2023 J jnl
A Feature Space-Restricted Attention Attack on Medical Deep Learning Systems.
IEEE Trans. Cybern.
Zizhou Wang, Xin Shu, Yan Wang, Yangqin Feng, Lei Zhang, Zhang Yi
2023 J jnl
Cascade-refine model for cephalometric landmark detection in high-resolution orthodontic images.
Knowl. Based Syst.
Tao He, Jixiang Guo, Wei Tang, Wei Zeng, Ping He, Fanxin Zeng, Zhang Yi
2023 J jnl
Channel-Correlation-Based Selective Knowledge Distillation.
IEEE Trans. Cogn. Dev. Syst.
Jianping Gou, Xiangshuo Xiong, Baosheng Yu, Yibing Zhan, Zhang Yi
2023 J jnl
Discriminative and Geometry-Preserving Adaptive Graph Embedding for dimensionality reduction.
Neural Networks
Jianping Gou, Xia Yuan, Ya Xue, Lan Du, Jiali Yu, Shuyin Xia, Zhang Yi
2023 J jnl
Enhancing Robustness of Medical Image Segmentation Model with Neural Memory Ordinary Differential Equation.
Int. J. Neural Syst.
Junjie Hu, Chengrong Yu, Zhang Yi, Haixian Zhang
2023 J jnl
Fine-grained recognition: Multi-granularity labels and category similarity matrix.
Knowl. Based Syst.
Xin Shu, Lei Zhang, Zizhou Wang, Lituan Wang, Zhang Yi
2023 J jnl
GFF-Net: Graph-based feature fusion network for diagnosing plus disease in retinopathy of prematurity.
Appl. Intell.
Kaide Huang, Wentao Dong, Jie Li, Yuanyuan Chen, Jie Zhong, Zhang Yi
2023 — book
Intelligent Analysis of Fundus Images - Methods and Applications
Intelligent Analysis of Fundus Images
Yuanyuan Chen, Jie Zhong, Zhang Yi
2023 J jnl
Intra- and Inter-Class Induced Discriminative Deep Dictionary Learning for Visual Recognition.
IEEE Trans. Multim.
Jianping Gou, Xia Yuan, Baosheng Yu, Jiali Yu, Zhang Yi
2023 J jnl
Intra-class consistency and inter-class discrimination feature learning for automatic skin lesion classification.
Medical Image Anal.
Lituan Wang, Lei Zhang, Xin Shu, Zhang Yi
2023 J jnl
Large-Scale Meta-Heuristic Feature Selection Based on BPSO Assisted Rough Hypercuboid Approach.
IEEE Trans. Neural Networks Learn. Syst.
Chuan Luo, Sizhao Wang, Tianrui Li, Hongmei Chen, Jiancheng Lv, Zhang Yi
2023 J jnl
MemGCN: memory-augmented graph neural network for predict conduction disturbance after transcatheter aortic valve replacement.
Appl. Intell.
Gadeng Luosang, Yuheng Jia, Jianyong Wang, Yiming Li, Yuan Feng, Mao Chen, Zhang Yi
2023 J jnl
Multilayer perceptron neural network with regression and ranking loss for patient-specific quality assurance.
Knowl. Based Syst.
Wenjie Liu, Lei Zhang, Lizhang Xie, Ting Hu, Guangjun Li, Sen Bai, Zhang Yi
2023 J jnl
Multilevel Attention-Based Sample Correlations for Knowledge Distillation.
IEEE Trans. Ind. Informatics
Jianping Gou, Liyuan Sun, Baosheng Yu, Shaohua Wan, Weihua Ou, Zhang Yi
2023 J jnl
RHDOFS: A Distributed Online Algorithm Towards Scalable Streaming Feature Selection.
IEEE Trans. Parallel Distributed Syst.
Chuan Luo, Sizhao Wang, Tianrui Li, Hongmei Chen, Jiancheng Lv, Zhang Yi
2023 J jnl
RegNet: Self-Regulated Network for Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Jing Xu, Yu Pan, Xinglin Pan, Steven C. H. Hoi, Zhang Yi, Zenglin Xu
2023 J jnl
Robust co-teaching learning with consistency-based noisy label correction for medical image classification.
Int. J. Comput. Assist. Radiol. Surg.
Minjuan Zhu, Lei Zhang, Lituan Wang, Dong Li, Jianwei Zhang, Zhang Yi
2023 J jnl
Spark Rough Hypercuboid Approach for Scalable Feature Selection.
IEEE Trans. Knowl. Data Eng.
Chuan Luo, Sizhao Wang, Tianrui Li, Hongmei Chen, Jiancheng Lv, Zhang Yi
2023 J jnl
Supervised Learning in Multilayer Spiking Neural Networks With Spike Temporal Error Backpropagation.
IEEE Trans. Neural Networks Learn. Syst.
Xiaoling Luo, Hong Qu, Yuchen Wang, Zhang Yi, Jilun Zhang, Malu Zhang
2023 J jnl
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.
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
2023 J jnl
Weight matrix as a switch between line attractor and plane attractor of ring neural networks.
Neurocomputing
Jiali Yu, Wenshuang Chen, Jinsong Leng, Chunxiao Wang, Zhang Yi
2022 J jnl
A medical question answering system using large language models and knowledge graphs.
Int. J. Intell. Syst.
Quan Guo, Shuai Cao, Zhang Yi
2022 J jnl
An Attention-Based Interactive Learning-to-Rank Model for Document Retrieval.
IEEE Trans. Syst. Man Cybern. Syst.
Fan Zhang, Wenyu Chen, Mingsheng Fu, Fan Li, Hong Qu, Zhang Yi
2022 J jnl
An automatic fine-grained skeleton segmentation method for whole-body bone scintigraphy using atlas-based registration.
Int. J. Comput. Assist. Radiol. Surg.
Jianan Wei, Huawei Cai, Yong Pi, Zhen Zhao, Zhang Yi
2022 J jnl
An intelligent system for craniomaxillofacial defecting reconstruction.
Int. J. Intell. Syst.
Lei Xu, Yutao Xiong, Jixiang Guo, Wei Tang, Kelvin Kian Loong Wong, Zhang Yi
2022 J jnl
Analysis of Equilibria for a Class of Recurrent Neural Networks With Two Subnetworks.
IEEE Trans. Cybern.
Fang Xu, Lingling Liu, Jacek M. Zurada, Zhang Yi
2022 J jnl
Automated Segmentation of the Clinical Target Volume in the Planning CT for Breast Cancer Using Deep Neural Networks.
IEEE Trans. Cybern.
Xiaofeng Qi, Junjie Hu, Lei Zhang, Sen Bai, Zhang Yi
2022 J jnl
Automated assessment of BI-RADS categories for ultrasound images using multi-scale neural networks with an order-constrained loss function.
Appl. Intell.
Yong Pi, Qian Li, Xiaofeng Qi, Dan Deng, Zhang Yi
2022 — conf
Automatic Diagnose of Drug-Resistance Tuberculosis from CT Images Based on Deep Neural Networks.
CICAI (2)
Qiuyu Du, Shufan Liang, Jixiang Guo, Zhang Yi, Weiming Li, Chengdi Wang, Xiuyuan Xu
2022 J jnl
Computer-aided diagnosis of breast cancer in ultrasonography images by deep learning.
Neurocomputing
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
2022 J jnl
Continuous Recurrent Neural Networks Based on Function Satlins.
Neural Process. Lett.
Yue Huang, Jiali Yu, Jinsong Leng, Bisen Liu, Zhang Yi
2022 J jnl
Cross-granularity multi-task network for ischemia diagnosis and defect detection in the myocardial perfusion imaging.
Knowl. Based Syst.
Jianan Wei, Pei Yang, Yong Pi, Huawei Cai, Lisha Jiang, Yongzhao Xiang, Zhen Zhao, Zhang Yi
2022 J jnl
Deep Attention-Based Imbalanced Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
Lituan Wang, Lei Zhang, Xiaofeng Qi, Zhang Yi
2022 J jnl
Deep Dictionary Learning with An Intra-class Constraint.
CoRR
Xia Yuan, Jianping Gou, Baosheng Yu, Jiali Yu, Zhang Yi
2022 A conf
Deep Dictionary Learning with an Intra-Class Constraint.
ICME
Xia Yuan, Jianping Gou, Baosheng Yu, Jiali Yu, Zhang Yi
2022 J jnl
Deep Multimodal Neural Network Based on Data-Feature Fusion for Patient-Specific Quality Assurance.
Int. J. Neural Syst.
Ting Hu, Lizhang Xie, Lei Zhang, Guangjun Li, Zhang Yi
2022 J jnl
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
Wenjie Liu, Lei Zhang, Guyu Dai, Xiangbin Zhang, Guangjun Li, Zhang Yi
2022 — conf
Efficient Esophageal Lesion Detection using Polarization Regularized Network Slimming.
CCIS
Yue Fu, Yao Zhou, Xianglei Yuan, Wei Liu, Bing Hu, Zhang Yi
2022 J jnl
Evolutionary Neural Architecture Search for Automatic Esophageal Lesion Identification and Segmentation.
IEEE Trans. Artif. Intell.
Yao Zhou, Xianglei Yuan, Xiaozhi Zhang, Wei Liu, Yu Wu, Gary G. Yen, Bing Hu, Zhang Yi
2022 J jnl
Evolutionary Shallowing Deep Neural Networks at Block Levels.
IEEE Trans. Neural Networks Learn. Syst.
Yao Zhou, Gary G. Yen, Zhang Yi
2022 J jnl
Feature Pyramid Network With Level-Aware Attention for Meningioma Segmentation.
IEEE Trans. Emerg. Top. Comput. Intell.
Wei Huang, Xin Shu, Zizhou Wang, Lei Zhang, Chaoyue Chen, Jianguo Xu, Zhang Yi
2022 J jnl
Feature-Sensitive Deep Convolutional Neural Network for Multi-Instance Breast Cancer Detection.
IEEE ACM Trans. Comput. Biol. Bioinform.
Yan Wang, Lei Zhang, Xin Shu, Yangqin Feng, Zhang Yi, Qing Lv
2022 J jnl
Fusing deep and handcrafted features for intelligent recognition of uptake patterns on thyroid scintigraphy.
Knowl. Based Syst.
Yong Pi, Pei Yang, Jianan Wei, Zhen Zhao, Huawei Cai, Zhang Yi
2022 J jnl
Fusing entropy measures for dynamic feature selection in incomplete approximation spaces.
Knowl. Based Syst.
Chuan Luo, Tianrui Li, Hongmei Chen, Jiancheng Lv, Zhang Yi
2022 J jnl
Gram regularization for sparse and disentangled representation.
Pattern Anal. Appl.
Zhentao Gao, Yuanyuan Chen, Quan Guo, Zhang Yi
2022 J jnl
Hierarchical Graph Augmented Deep Collaborative Dictionary Learning for Classification.
IEEE Trans. Intell. Transp. Syst.
Jianping Gou, Xia Yuan, Lan Du, Shuyin Xia, Zhang Yi
2022 J jnl
Metal artifact reduction for oral and maxillofacial computed tomography images by a generative adversarial network.
Appl. Intell.
Lei Xu, Shanluo Zhou, Jixiang Guo, Weidong Tian, Wei Tang, Zhang Yi
2022 J jnl
Multi-view fusion segmentation for brain glioma on CT images.
Appl. Intell.
Han Wang, Junjie Hu, Ying Song, Lei Zhang, Sen Bai, Zhang Yi
2022 J jnl
Partially Recurrent Network With Highway Connections.
IEEE Trans. Cogn. Dev. Syst.
Jianyong Wang, Haixian Zhang, Zhang Yi
2022 J jnl
RECISTSup: Weakly-Supervised Lesion Volume Segmentation Using RECIST Measurement.
IEEE Trans. Medical Imaging
Han Wang, Fasheng Yi, Jingling Wang, Zhang Yi, Haixian Zhang
2022 J jnl
Segmentation for regions of interest in radiotherapy by self-supervised learning.
Knowl. Based Syst.
Chengrong Yu, Junjie Hu, Guiyuan Li, Shengqian Zhu, Sen Bai, Zhang Yi
2022 J jnl
Subtraction Gates: Another Way to Learn Long-Term Dependencies in Recurrent Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Tao He, Hua Mao, Zhang Yi
2022 J jnl
VMAT dose prediction in radiotherapy by using progressive refinement UNet.
Neurocomputing
Jianyong Wang, Junjie Hu, Ying Song, Qiang Wang, Xiaozhi Zhang, Sen Bai, Zhang Yi
2021 J jnl
A Knee-Guided Evolutionary Algorithm for Compressing Deep Neural Networks.
IEEE Trans. Cybern.
Yao Zhou, Gary G. Yen, Zhang Yi
2021 J jnl
A multi-instance networks with multiple views for classification of mammograms.
Neurocomputing
Ting Hu, Lei Zhang, Lizhang Xie, Zhang Yi
2021 — conf
A prior-based method for colorectal lymph node region classification via deep neural network.
BIBM
Yueyao Huang, Shuo Huang, Han Wang, Mingtian Wei, Jingling Wang, Haixian Zhang, Ziqiang Wang, Zhang Yi
2021 J jnl
Adaptive sparse dropout: Learning the certainty and uncertainty in deep neural networks.
Neurocomputing
Yuanyuan Chen, Zhang Yi
2021 J jnl
An End-to-End Mammogram Diagnosis: A New Multi-Instance and Multiscale Method Based on Single-Image Feature.
IEEE Trans. Cogn. Dev. Syst.
Zizhou Wang, Lei Zhang, Xin Shu, Qing Lv, Zhang Yi
2021 J jnl
An intelligent system of pelvic lymph node detection.
Int. J. Intell. Syst.
Han Wang, Hao Huang, Jingling Wang, Mingtian Wei, Zhang Yi, Ziqiang Wang, Haixian Zhang
2021 — conf
Application of Internet Plus: TCM Clinical Intelligent Decision Making.
ICSI (2)
Jun Xie, Sijie Dang, Xiuyuan Xu, Jixiang Guo, Xiaozhi Zhang, Zhang Yi
2021 J jnl
Automatic airway tree segmentation based on multi-scale context information.
Int. J. Comput. Assist. Radiol. Surg.
Kai Zhou, Nan Chen, Xiuyuan Xu, Zihuai Wang, Jixiang Guo, Lunxu Liu, Zhang Yi
2021 J jnl
Automatic differentiation of thyroid scintigram by deep convolutional neural network: a dual center study.
BMC Medical Imaging
Pei Yang, Yong Pi, Tao He, Jiangming Sun, Jianan Wei, Yongzhao Xiang, Lisha Jiang, Lin Li, Zhang Yi, Zhen Zhao, Huawei Cai
2021 J jnl
Automatic identification of suspicious bone metastatic lesions in bone scintigraphy using convolutional neural network.
BMC Medical Imaging
Yemei Liu, Pei Yang, Yong Pi, Lisha Jiang, Xiao Zhong, Junjun Cheng, Yongzhao Xiang, Jianan Wei, Lin Li, Zhang Yi, Huawei Cai, Zhen Zhao
2021 J jnl
Cephalometric landmark detection by considering translational invariance in the two-stage framework.
Neurocomputing
Tao He, Jie Yao, Weidong Tian, Zhang Yi, Wei Tang, Jixiang Guo
2021 J jnl
Class mean-weighted discriminative collaborative representation for classification.
Int. J. Intell. Syst.
Jianping Gou, Jun Song, Lan Du, Shaoning Zeng, Yongzhao Zhan, Zhang Yi
2021 J jnl
Coexistence of continuous attractors with different dimensions for neural networks.
Neurocomputing
Wanyu Xiang, Jiali Yu, Zhang Yi, Chunxiao Wang, Qing Gao, Yong Liao
2021 J jnl
Deep adversarial domain adaptation for breast cancer screening from mammograms.
Medical Image Anal.
Yan Wang, Yangqin Feng, Lei Zhang, Zizhou Wang, Qing Lv, Zhang Yi
2021 J jnl
Deep-Learning-Empowered Breast Cancer Auxiliary Diagnosis for 5GB Remote E-Health.
IEEE Wirel. Commun.
Keping Yu, Liang Tan, Long Lin, Xiaofan Cheng, Zhang Yi, Takuro Sato
2021 J jnl
DeepUWF-plus: automatic fundus identification and diagnosis system based on ultrawide-field fundus imaging.
Appl. Intell.
Wei Zhang, Yan Dai, Miao Liu, Yuanyuan Chen, Jie Zhong, Zhang Yi
2021 J jnl
DeepUWF: An Automated Ultra-Wide-Field Fundus Screening System via Deep Learning.
IEEE J. Biomed. Health Informatics
Wei Zhang, Xiujuan Zhao, Yuanyuan Chen, Jie Zhong, Zhang Yi
2021 J jnl
Fractional-Order Retinex for Adaptive Contrast Enhancement of Under-Exposed Traffic Images.
IEEE Intell. Transp. Syst. Mag.
Yi-Fei Pu, Ni Zhang, Zhengning Wang, Jian Wang, Zhang Yi, Yan Wang, Jiliu Zhou
2021 J jnl
Incorporating historical sub-optimal deep neural networks for dose prediction in radiotherapy.
Medical Image Anal.
Junjie Hu, Ying Song, Qiang Wang, Sen Bai, Zhang Yi
2021 J jnl
Learning Manifold Structures With Subspace Segmentations.
IEEE Trans. Cybern.
Shangming Yang, Lei Zhang, Xiaofei He, Zhang Yi
2021 J jnl
Missed diagnoses detection by adversarial learning.
Knowl. Based Syst.
Xiaofeng Qi, Junjie Hu, Zhang Yi
2021 J jnl
Multi-scale attention U-net for segmenting clinical target volume in graves' ophthalmopathy.
Neurocomputing
Junjie Hu, Ying Song, Lei Zhang, Sen Bai, Zhang Yi
2021 J jnl
RPLS-Net: pulmonary lobe segmentation based on 3D fully convolutional networks and multi-task learning.
Int. J. Comput. Assist. Radiol. Surg.
Jinxin Liu, Chengdi Wang, Jixiang Guo, Jun Shao, Xiuyuan Xu, Xiaoxin Liu, Hongxia Li, Weimin Li, Zhang Yi
2021 J jnl
RegNet: Self-Regulated Network for Image Classification.
CoRR
Jing Xu, Yu Pan, Xinglin Pan, Steven C. H. Hoi, Zhang Yi, Zenglin Xu
2021 J jnl
The effect of coefficients on the continuous attractors in coupled Highway Neural Networks.
Neurocomputing
Wenshuang Chen, Jiali Yu, Zhang Yi, Hong Qu
2020 J jnl
A novel method to compute the weights of neural networks.
Neurocomputing
Zhentao Gao, Yuanyuan Chen, Zhang Yi
2020 J jnl
Automated detection of kidney abnormalities using multi-feature fusion convolutional neural networks.
Knowl. Based Syst.
Yu Wu, Zhang Yi
2020 J jnl
Automated diagnosis of bone metastasis based on multi-view bone scans using attention-augmented deep neural networks.
Medical Image Anal.
Yong Pi, Zhen Zhao, Yongzhao Xiang, Yuhao Li, Huawei Cai, Zhang Yi
2020 J jnl
Automated diagnosis of multi-plane breast ultrasonography images using deep neural networks.
Neurocomputing
Yong Pi, Yao Chen, Dan Deng, Xiaofeng Qi, Jilan Li, Qing Lv, Zhang Yi
2020 J jnl
Automated diagnosis of neonatal encephalopathy on aEEG using deep neural networks.
Neurocomputing
Jingling Wang, Rong Ju, Yuanyuan Chen, Guijun Liu, Zhang Yi
2020 J jnl
Automatic diagnosis for thyroid nodules in ultrasound images by deep neural networks.
Medical Image Anal.
Lituan Wang, Lei Zhang, Minjuan Zhu, Xiaofeng Qi, Zhang Yi
2020 J jnl
Deep Neural Networks With Region-Based Pooling Structures for Mammographic Image Classification.
IEEE Trans. Medical Imaging
Xin Shu, Lei Zhang, Zizhou Wang, Qing Lv, Zhang Yi
2020 J jnl
DeepEC: An error correction framework for dose prediction and organ segmentation using deep neural networks.
Int. J. Intell. Syst.
Han Wang, Haixian Zhang, Junjie Hu, Ying Song, Sen Bai, Zhang Yi
2020 J jnl
DeepLN: A framework for automatic lung nodule detection using multi-resolution CT screening images.
Knowl. Based Syst.
Xiuyuan Xu, Chengdi Wang, Jixiang Guo, Lan Yang, Hongli Bai, Weimin Li, Zhang Yi
2020 J jnl
Discriminative globality and locality preserving graph embedding for dimensionality reduction.
Expert Syst. Appl.
Jianping Gou, Yuanyuan Yang, Zhang Yi, Jiancheng Lv, Qirong Mao, Yongzhao Zhan
2020 J jnl
Evolutionary Compression of Deep Neural Networks for Biomedical Image Segmentation.
IEEE Trans. Neural Networks Learn. Syst.
Yao Zhou, Gary G. Yen, Zhang Yi
2020 J jnl
Line attractors of coupled ring neural networks with block circulant weight matrix.
Int. J. Comput. Math.
Jiali Yu, Zhang Yi, Jinsong Leng
2020 J jnl
MSCS-DeepLN: Evaluating lung nodule malignancy using multi-scale cost-sensitive neural networks.
Medical Image Anal.
Xiuyuan Xu, Chengdi Wang, Jixiang Guo, Yuncui Gan, Jianyong Wang, Hongli Bai, Lei Zhang, Weimin Li, Zhang Yi
2020 J jnl
MediMLP: Using Grad-CAM to Extract Crucial Variables for Lung Cancer Postoperative Complication Prediction.
IEEE J. Biomed. Health Informatics
Tao He, Jixiang Guo, Nan Chen, Xiuyuan Xu, Zihuai Wang, Kaiyu Fu, Lunxu Liu, Zhang Yi
2020 J jnl
Memory Mechanisms for Discriminative Visual Tracking Algorithms With Deep Neural Networks.
IEEE Trans. Cogn. Dev. Syst.
Lituan Wang, Lei Zhang, Jianyong Wang, Zhang Yi
2020 J jnl
Multi-task learning for the segmentation of organs at risk with label dependence.
Medical Image Anal.
Tao He, Junjie Hu, Ying Song, Jixiang Guo, Zhang Yi
2020 J jnl
Multilabel classification by exploiting data-driven pair-wise label dependence.
Int. J. Intell. Syst.
Tao He, Lei Zhang, Jixiang Guo, Zhang Yi
2020 J jnl
Neural networks model based on an automated multi-scale method for mammogram classification.
Knowl. Based Syst.
Lizhang Xie, Lei Zhang, Ting Hu, Haiying Huang, Zhang Yi
2020 J jnl
Outlier Detection Using Structural Scores in a High-Dimensional Space.
IEEE Trans. Cybern.
Xiaojie Li, Jiancheng Lv, Zhang Yi
2020 J jnl
Surrogate dropout: Learning optimal drop rate through proxy.
Knowl. Based Syst.
Junjie Hu, Yuanyuan Chen, Lei Zhang, Zhang Yi
2020 J jnl
Weighted discriminative collaborative competitive representation for robust image classification.
Neural Networks
Jianping Gou, Lei Wang, Zhang Yi, Yunhao Yuan, Weihua Ou, Qirong Mao
2019 J jnl
A Highly Effective and Robust Membrane Potential-Driven Supervised Learning Method for Spiking Neurons.
IEEE Trans. Neural Networks Learn. Syst.
Malu Zhang, Hong Qu, Ammar Belatreche, Yi Chen, Zhang Yi
2019 J jnl
A Local Mean Representation-based
ACM Trans. Intell. Syst. Technol.
Jianping Gou, Wenmo Qiu, Zhang Yi, Yong Xu, Qirong Mao, Yongzhao Zhan
2019 J jnl
A New Sparse Restricted Boltzmann Machine.
Int. J. Pattern Recognit. Artif. Intell.
Jiangshu Wei, Jiancheng Lv, Zhang Yi
2019 J jnl
A Novel Deep Learning-Based Collaborative Filtering Model for Recommendation System.
IEEE Trans. Cybern.
Mingsheng Fu, Hong Qu, Zhang Yi, Li Lu, Yongsheng Liu
2019 J jnl
A collaborative contour detector by gradient and active contours for ultrasound kidney images.
Int. J. Comput. Math.
Kang Li, Jixiang Guo, Zhang Yi
2019 J jnl
A multitask multiview clustering algorithm in heterogeneous situations based on LLE and LE.
Knowl. Based Syst.
Zhang Yi, Yan Yang, Tianrui Li, Hamido Fujita
2019 — conf
An Incremental Feature Selection Approach Based on Information Entropy for Incomplete Data.
DASC/PiCom/DataCom/CyberSciTech
Chuan Luo, Tianrui Li, Zhang Yi
2019 J jnl
Automated Analysis for Retinopathy of Prematurity by Deep Neural Networks.
IEEE Trans. Medical Imaging
Junjie Hu, Yuanyuan Chen, Jie Zhong, Rong Ju, Zhang Yi
2019 J jnl
Automated diagnosis of breast ultrasonography images using deep neural networks.
Medical Image Anal.
Xiaofeng Qi, Lei Zhang, Yao Chen, Yong Pi, Yi Chen, Qing Lv, Zhang Yi
2019 J jnl
Automated identification and grading system of diabetic retinopathy using deep neural networks.
Knowl. Based Syst.
Wei Zhang, Jie Zhong, Shijun Yang, Zhentao Gao, Junjie Hu, Yuanyuan Chen, Zhang Yi
2019 J jnl
Automated segmentation of macular edema in OCT using deep neural networks.
Medical Image Anal.
Junjie Hu, Yuanyuan Chen, Zhang Yi
2019 J jnl
DeepLNAnno: a Web-Based Lung Nodules Annotating System for CT Images.
J. Medical Syst.
Sihang Chen, Jixiang Guo, Chengdi Wang, Xiuyuan Xu, Zhang Yi, Weimin Li
2019 J jnl
Diagnosis of Diabetic Retinopathy Using Deep Neural Networks.
IEEE Access
Zhentao Gao, Jie Li, Jixiang Guo, Yuanyuan Chen, Zhang Yi, Jie Zhong
2019 A conf
Discriminative Group Collaborative Competitive Representation for Visual Classification.
ICME
Jianping Gou, Lei Wang, Zhang Yi, Yun-Hao Yuan, Weihua Ou, Qirong Mao
2019 J jnl
Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations.
IEEE Trans. Evol. Comput.
Yanan Sun, Gary G. Yen, Zhang Yi
2019 J jnl
IGD Indicator-Based Evolutionary Algorithm for Many-Objective Optimization Problems.
IEEE Trans. Evol. Comput.
Yanan Sun, Gary G. Yen, Zhang Yi
2019 J jnl
Locality constrained representation-based K-nearest neighbor classification.
Knowl. Based Syst.
Jianping Gou, Wenmo Qiu, Zhang Yi, Xiangjun Shen, Yongzhao Zhan, Weihua Ou
2019 J jnl
Locality-constrained least squares regression for subspace clustering.
Knowl. Based Syst.
Yuanyuan Chen, Zhang Yi
2019 — conf
Multi-task Learning for the Segmentation of Thoracic Organs at Risk in CT images.
SegTHOR@ISBI
Tao He, Jixiang Guo, Jianyong Wang, Xiuyuan Xu, Zhang Yi
2019 J jnl
Predicting movie box-office revenues using deep neural networks.
Neural Comput. Appl.
Yao Zhou, Lei Zhang, Zhang Yi
2019 J jnl
Robust Multiobjective Optimization via Evolutionary Algorithms.
IEEE Trans. Evol. Comput.
Zhenan He, Gary G. Yen, Zhang Yi
2019 J jnl
Spectrogram based multi-task audio classification.
Multim. Tools Appl.
Yuni Zeng, Hua Mao, Dezhong Peng, Zhang Yi
2019 J jnl
Stem cell motion-tracking by using deep neural networks with multi-output.
Neural Comput. Appl.
Yangxu Wang, Hua Mao, Zhang Yi
2018 J jnl
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.
Yi-Fei Pu, Patrick Siarry, Amitava Chatterjee, Zhengning Wang, Zhang Yi, Yiguang Liu, Jiliu Zhou, Yan Wang
2018 J jnl
A New Delay Connection for Long Short-Term Memory Networks.
Int. J. Neural Syst.
Jianyong Wang, Lei Zhang, Yuanyuan Chen, Zhang Yi
2018 J jnl
A New Discriminative Collaborative Neighbor Representation Method for Robust Face Recognition.
IEEE Access
Jianping Gou, Lei Wang, Zhang Yi, Jiancheng Lv, Qirong Mao, Yun-Hao Yuan
2018 A conf
A Supervised Learning Framework for Prediction of Incompatible Herb Pair in Traditional Chinese Medicine.
CIKM
Jiajing Zhu, Yongguo Liu, Shangming Yang, Shuangqing Zhai, Zhang Yi, Chuanbiao Wen
2018 J jnl
An Efficient Representation-Based Method for Boundary Point and Outlier Detection.
IEEE Trans. Neural Networks Learn. Syst.
Xiaojie Li, Jiancheng Lv, Zhang Yi
2018 J jnl
Audio classification using attention-augmented convolutional neural network.
Knowl. Based Syst.
Yu Wu, Hua Mao, Zhang Yi
2018 J jnl
Breast cancer cell nuclei classification in histopathology images using deep neural networks.
Int. J. Comput. Assist. Radiol. Surg.
Yangqin Feng, Lei Zhang, Zhang Yi
2018 J jnl
Connections Between Nuclear-Norm and Frobenius-Norm-Based Representations.
IEEE Trans. Neural Networks Learn. Syst.
Xi Peng, Canyi Lu, Zhang Yi, Huajin Tang
2018 C conf
Continuous Attractors of 3-D Discrete-Time Ring Networks with Circulant Weight Matrix.
ISNN
Jiali Yu, Zhang Yi, Yong Liao, De-An Wu, Xiong Dai
2018 — conf
Continuous Attractors of Nonlinear Neural Networks with Asymmetric Connection Weights.
ICONIP (2)
Jiali Yu, Zhang Yi, Chunxiao Wang, Yong Liao, Zhixin Pang
2018 J jnl
DeepCXray: Automatically Diagnosing Diseases on Chest X-Rays Using Deep Neural Networks.
IEEE Access
Xiuyuan Xu, Quan Guo, Jixiang Guo, Zhang Yi
2018 J jnl
Graph Regularized Restricted Boltzmann Machine.
IEEE Trans. Neural Networks Learn. Syst.
Dongdong Chen, Jiancheng Lv, Zhang Yi
2018 J jnl
IGD Indicator-based Evolutionary Algorithm for Many-objective Optimization Problems.
CoRR
Yanan Sun, Gary G. Yen, Zhang Yi
2018 J jnl
Improved Regularity Model-Based EDA for Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Yanan Sun, Gary G. Yen, Zhang Yi
2018 J jnl
Improved Regularity Model-based EDA for Many-objective Optimization.
CoRR
Yanan Sun, Gary G. Yen, Zhang Yi
2018 J jnl
Incremental rough set approach for hierarchical multicriteria classification.
Inf. Sci.
Chuan Luo, Tianrui Li, Hongmei Chen, Hamido Fujita, Zhang Yi
2018 J jnl
Orthogonal Principal Coefficients Embedding for Unsupervised Subspace Learning.
IEEE Trans. Cogn. Dev. Syst.
Xinxing Xu, Shijie Xiao, Zhang Yi, Xi Peng, Yong Liu
2018 J jnl
Recurrent Neural Networks With Auxiliary Memory Units.
IEEE Trans. Neural Networks Learn. Syst.
Jianyong Wang, Lei Zhang, Quan Guo, Zhang Yi
2018 J jnl
Sparsity and Geometry Preserving Graph Embedding for Dimensionality Reduction.
IEEE Access
Jianping Gou, Zhang Yi, David Zhang, Yongzhao Zhan, Xiangjun Shen, Lan Du
2018 J jnl
Subnormal Distribution Derived From Evolving Networks With Variable Elements.
IEEE Trans. Cybern.
Minyu Feng, Hong Qu, Zhang Yi, Jürgen Kurths
2018 J jnl
Subspace clustering using a low-rank constrained autoencoder.
Inf. Sci.
Yuanyuan Chen, Lei Zhang, Zhang Yi
2018 J jnl
Symmetric convolutional neural network for mandible segmentation.
Knowl. Based Syst.
Ming Yan, Jixiang Guo, Weidong Tian, Zhang Yi
2018 J jnl
Symmetric low-rank preserving projections for subspace learning.
Neurocomputing
Jie Chen, Hua Mao, Haixian Zhang, Zhang Yi
2018 J jnl
Theoretical Study of Oscillator Neurons in Recurrent Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Lei Zhang, Zhang Yi, Shun-ichi Amari
2018 J jnl
Tracking topology structure adaptively with deep neural networks.
Neural Comput. Appl.
Xueying Shi, Guangyong Chen, Pheng-Ann Heng, Zhang Yi
2017 J jnl
Automatic Subspace Learning via Principal Coefficients Embedding.
IEEE Trans. Cybern.
Xi Peng, Jiwen Lu, Zhang Yi, Rui Yan
2017 J jnl
Bag of Events: An Efficient Probability-Based Feature Extraction Method for AER Image Sensors.
IEEE Trans. Neural Networks Learn. Syst.
Xi Peng, Bo Zhao, Rui Yan, Huajin Tang, Zhang Yi
2017 A* conf
Cascade Subspace Clustering.
AAAI
Xi Peng, Jiashi Feng, Jiwen Lu, Wei-Yun Yau, Zhang Yi
2017 J jnl
Cell mitosis detection using deep neural networks.
Knowl. Based Syst.
Yao Zhou, Hua Mao, Zhang Yi
2017 J jnl
Cell tracking using deep neural networks with multi-task learning.
Image Vis. Comput.
Tao He, Hua Mao, Jixiang Guo, Zhang Yi
2017 J jnl
Constructing the L2-Graph for Robust Subspace Learning and Subspace Clustering.
IEEE Trans. Cybern.
Xi Peng, Zhiding Yu, Zhang Yi, Huajin Tang
2017 J jnl
Contextual Noise Reduction for Domain Adaptive Near-Duplicate Retrieval on Merchandize Images.
IEEE Trans. Image Process.
Zhen-Qun Yang, Xiao-Yong Wei, Zhang Yi, Gerald Friedland
2017 J jnl
Deep Sparse Subspace Clustering.
CoRR
Xi Peng, Jiashi Feng, Shijie Xiao, Jiwen Lu, Zhang Yi, Shuicheng Yan
2017 J jnl
Efficient Training of Supervised Spiking Neural Network via Accurate Synaptic-Efficiency Adjustment Method.
IEEE Trans. Neural Networks Learn. Syst.
Xiurui Xie, Hong Qu, Zhang Yi, Jürgen Kurths
2017 J jnl
Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations.
CoRR
Yanan Sun, Gary G. Yen, Zhang Yi
2017 J jnl
Explicit guiding auto-encoders for learning meaningful representation.
Neural Comput. Appl.
Yanan Sun, Hua Mao, Yongsheng Sang, Zhang Yi
2017 J jnl
Fractional Hopfield Neural Networks: Fractional Dynamic Associative Recurrent Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Yi-Fei Pu, Zhang Yi, Jiliu Zhou
2017 B conf
Global view-based selection mechanism for many-objective evolutionary algorithms.
CEC
Yanan Sun, Gary G. Yen, Zhang Yi
2017 J jnl
High-Order Measurements for Residual Classifiers.
IEEE Trans. Neural Networks Learn. Syst.
Quan Guo, Haixian Zhang, Zhang Yi
2017 J jnl
Moving object recognition using multi-view three-dimensional convolutional neural networks.
Neural Comput. Appl.
Tao He, Hua Mao, Zhang Yi
2017 J jnl
Parameter as a Switch Between Dynamical States of a Network in Population Decoding.
IEEE Trans. Neural Networks Learn. Syst.
Jiali Yu, Hua Mao, Zhang Yi
2017 J jnl
Protein secondary structure prediction by using deep learning method.
Knowl. Based Syst.
Yangxu Wang, Hua Mao, Zhang Yi
2017 J jnl
Reference line-based Estimation of Distribution Algorithm for many-objective optimization.
Knowl. Based Syst.
Yanan Sun, Gary G. Yen, Zhang Yi
2017 J jnl
Subspace clustering using a symmetric low-rank representation.
Knowl. Based Syst.
Jie Chen, Hua Mao, Yongsheng Sang, Zhang Yi
2017 J jnl
Trajectory Predictor by Using Recurrent Neural Networks in Visual Tracking.
IEEE Trans. Cybern.
Lituan Wang, Lei Zhang, Zhang Yi
2017 J jnl
Underdetermined Blind Source Separation Using Sparse Coding.
IEEE Trans. Neural Networks Learn. Syst.
Liangli Zhen, Dezhong Peng, Zhang Yi, Yong Xiang, Peng Chen
2016 J jnl
A Novel Low Rank Representation Algorithm for Subspace Clustering.
Int. J. Pattern Recognit. Artif. Intell.
Yuanyuan Chen, Lei Zhang, Zhang Yi
2016 J jnl
A Unified Framework for Representation-Based Subspace Clustering of Out-of-Sample and Large-Scale Data.
IEEE Trans. Neural Networks Learn. Syst.
Xi Peng, Huajin Tang, Lei Zhang, Zhang Yi, Shijie Xiao
2016 B conf
A fuzzy c-means clustering based tournament selection for multiobjective optimization.
CEC
Zhang Yi, Yu Zhen, Zi-mu Lu, Tong-Tong Lu
2016 J jnl
A non-negative representation learning algorithm for selecting neighbors.
Mach. Learn.
Lili Li, Jiancheng Lv, Zhang Yi
2016 A* conf
Deep Subspace Clustering with Sparsity Prior.
IJCAI
Xi Peng, Shijie Xiao, Jiashi Feng, Wei-Yun Yau, Zhang Yi
2016 J jnl
Double Gaussian mixture model for image segmentation with spatial relationships.
J. Vis. Commun. Image Represent.
Taisong Xiong, Lei Zhang, Zhang Yi
2016 J jnl
Efficient updating of probabilistic approximations with incremental objects.
Knowl. Based Syst.
Chuan Luo, Tianrui Li, Hongmei Chen, Hamido Fujita, Zhang Yi
2016 J jnl
Evolving Scale-Free Networks by Poisson Process: Modeling and Degree Distribution.
IEEE Trans. Cybern.
Minyu Feng, Hong Qu, Zhang Yi, Xiurui Xie, Jürgen Kurths
2016 J jnl
Learning a good representation with unsymmetrical auto-encoder.
Neural Comput. Appl.
Yanan Sun, Hua Mao, Quan Guo, Zhang Yi
2016 J jnl
Learning robust uniform features for cross-media social data by using cross autoencoders.
Knowl. Based Syst.
Quan Guo, Jia Jia, Guangyao Shen, Lei Zhang, Lianhong Cai, Zhang Yi
2016 B conf
Manifold dimension reduction based clustering for multi-objective evolutionary algorithm.
CEC
Yanan Sun, Gary G. Yen, Hua Mao, Zhang Yi
2016 J jnl
Matrix approach to decision-theoretic rough sets for evolving data.
Knowl. Based Syst.
Chuan Luo, Tianrui Li, Zhang Yi, Hamido Fujita
2016 J jnl
Shortest path computation using pulse-coupled neural networks with restricted autowave.
Knowl. Based Syst.
Yongsheng Sang, Jiancheng Lv, Hong Qu, Zhang Yi
2016 J jnl
Stability Analysis and Fuzzy Control for Uncertain Delayed T-S Nonlinear Systems.
Int. J. Fuzzy Syst.
Jiali Yu, Zhang Yi
2016 J jnl
Symmetric low-rank representation for subspace clustering.
Neurocomputing
Jie Chen, Haixian Zhang, Hua Mao, Yongsheng Sang, Zhang Yi
2015 J jnl
A Class of Manifold Regularized Multiplicative Update Algorithms for Image Clustering.
IEEE Trans. Image Process.
Shangming Yang, Zhang Yi, Xiaofei He, Xuelong Li
2015 J jnl
Connections Between Nuclear Norm and Frobenius Norm Based Representation.
CoRR
Xi Peng, Canyi Lu, Zhang Yi, Huajin Tang
2015 J jnl
Constructing L
Pattern Anal. Appl.
Yin Kuang, Lei Zhang, Zhang Yi
2015 J jnl
Fast low rank representation based spatial pyramid matching for image classification.
Knowl. Based Syst.
Xi Peng, Rui Yan, Bo Zhao, Huajin Tang, Zhang Yi
2015 J jnl
Non-Divergence of Stochastic Discrete Time Algorithms for PCA Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Jian Cheng Lv, Zhang Yi, Yunxia Li
2015 A* conf
Robust Subspace Clustering via Thresholding Ridge Regression.
AAAI
Xi Peng, Zhang Yi, Huajin Tang
2015 J jnl
Robust classifier using distance-based representation with square weights.
Soft Comput.
Jiangshu Wei, Jian Cheng Lv, Zhang Yi
2014 A* conf
A Local Non-Negative Pursuit Method for Intrinsic Manifold Structure Preservation.
AAAI
Dongdong Chen, Jian Cheng Lv, Zhang Yi
2014 J jnl
A computational cognition model of perception, memory, and judgment.
Sci. China Inf. Sci.
Xiaolan Fu, Lianhong Cai, Ye Liu, Jia Jia, Wenfeng Chen, Zhang Yi, Guozhen Zhao, Yong-Jin Liu, Changxu Wu
2014 J jnl
An adaptive rank-sparsity K-SVD algorithm for image sequence denoising.
Pattern Recognit. Lett.
Yin Kuang, Lei Zhang, Zhang Yi
2014 J jnl
Convergence Analysis of Graph Regularized Non-Negative Matrix Factorization.
IEEE Trans. Knowl. Data Eng.
Shangming Yang, Zhang Yi, Mao Ye, Xiaofei He
2014 J jnl
Fast Low-rank Representation based Spatial Pyramid Matching for Image Classification.
CoRR
Xi Peng, Rui Yan, Bo Zhao, Huajin Tang, Zhang Yi
2014 J jnl
Grayscale image segmentation by spatially variant mixture model with student's t-distribution.
Multim. Tools Appl.
Taisong Xiong, Zhang Yi, Lei Zhang
2014 J jnl
Highest Degree Likelihood Search Algorithm Using a State Transition Matrix for Complex Networks.
IEEE Trans. Circuits Syst. I Regul. Pap.
Minyu Feng, Hong Qu, Zhang Yi
2014 J jnl
Image Denoising Via Sparse Dictionaries Constructed by Subspace Learning.
Circuits Syst. Signal Process.
Yin Kuang, Lei Zhang, Zhang Yi
2014 J jnl
Learning locality-constrained collaborative representation for robust face recognition.
Pattern Recognit.
Xi Peng, Lei Zhang, Zhang Yi, Kok Kiong Tan
2014 J jnl
Nearest convex hull classification by using Lotka-Volterra recurrent neural networks.
Neurocomputing
Yuanyuan Chen, Lei Zhang, Zhang Yi
2014 J jnl
Principal Coefficients Embedding: Theory and Algorithm.
CoRR
Xi Peng, Zhang Yi, Huajin Tang
2014 J jnl
Robust t-distribution mixture modeling via spatially directional information.
Neural Comput. Appl.
Taisong Xiong, Lei Zhang, Zhang Yi
2014 J jnl
Sensor Fusion Method for Horizon Detection From an Aircraft in Low Visibility Conditions.
IEEE Trans. Instrum. Meas.
Changjiang Liu, Zhang Yi, Kok Kiong Tan, Hongyu Yang
2014 J jnl
Sparse representation for face recognition by discriminative low-rank matrix recovery.
J. Vis. Commun. Image Represent.
Jie Chen, Zhang Yi
2014 J jnl
Subspace Clustering by Exploiting a Low-Rank Representation with a Symmetric Constraint.
CoRR
Jie Chen, Zhang Yi
2014 J jnl
Support vector set selection using pulse-coupled neural networks.
Neural Comput. Appl.
Yunxia Li, Zhang Yi, Jian Cheng Lv
2014 J jnl
Symmetric low-rank representation for subspace clustering.
CoRR
Jie Chen, Haixian Zhang, Zhang Yi
2013 J jnl
An Out-of-sample Extension of Sparse Subspace Clustering and Low Rank Representation for Clustering Large Scale Data Sets.
CoRR
Xi Peng, Lei Zhang, Zhang Yi
2013 J jnl
An improved code selection algorithm for fault prediction.
Neural Comput. Appl.
Yin Kuang, Zhang Yi, Lei Zhang
2013 J jnl
Collaborative neighbor representation based classification using l
Pattern Recognit. Lett.
Waqas Jadoon, Zhang Yi, Lei Zhang
2013 J jnl
Efficient Shortest-Path-Tree Computation in Network Routing Based on Pulse-Coupled Neural Networks.
IEEE Trans. Cybern.
Hong Qu, Zhang Yi, Simon X. Yang
2013 J jnl
Free-gram phrase identification for modeling Chinese text.
Inf. Process. Lett.
Xi Peng, Zhang Yi, Xiao-Yong Wei, Dezhong Peng, Yongsheng Sang
2013 J jnl
Inductive Sparse Subspace Clustering
CoRR
Xi Peng, Lei Zhang, Zhang Yi
2013 J jnl
Locality-Based Discriminant Neighborhood Embedding.
Comput. J.
Jianping Gou, Zhang Yi
2013 J jnl
Locally linear representation for subspace learning and clustering
CoRR
Liangli Zhen, Zhang Yi, Xi Peng, Dezhong Peng
2013 A* conf
Scalable Sparse Subspace Clustering.
CVPR
Xi Peng, Lei Zhang, Zhang Yi
2013 J jnl
Using competitive layer model implemented by Lotka-Volterra recurrent neural networks for detecting brain activated regions from fMRI data.
Neural Comput. Appl.
Bochuan Zheng, Zhang Yi
2012 J jnl
A Globally Convergent MC Algorithm With an Adaptive Learning Rate.
IEEE Trans. Neural Networks Learn. Syst.
Dezhong Peng, Zhang Yi, Yong Xiang, Haixian Zhang
2012 J jnl
A Local Mean-Based
Comput. J.
Jianping Gou, Zhang Yi, Lan Du, Taisong Xiong
2012 J jnl
A new method based on the CLM of the LV RNN for brain MR image segmentation.
Digit. Signal Process.
Bochuan Zheng, Zhang Yi
2012 J jnl
A novel neural network method for shortest path tree computation.
Appl. Soft Comput.
Hong Qu, Simon X. Yang, Zhang Yi, Xiaobin Wang
2012 J jnl
Constructing L2-Graph For Subspace Learning and Segmentation
CoRR
Xi Peng, Lei Zhang, Zhang Yi
2012 J jnl
Learning Locality-Constrained Collaborative Representation for Face Recognition
CoRR
Xi Peng, Lei Zhang, Zhang Yi, Kok Kiong Tan
2012 C conf
The Infinite Hidden Markov Random Field Model Based on Student's t-Distribution.
CIT
Taisong Xiong, Zhang Yi
2011 J jnl
CM-Based Blind Equalization of Time-Varying SIMO-FIR Channel With Single Pulsation Estimation.
IEEE Trans. Veh. Technol.
Dezhong Peng, Yong Xiang, Zhang Yi, Shui Yu
2011 J jnl
Selectable and Unselectable Sets of Neurons in Recurrent Neural Networks With Saturated Piecewise Linear Transfer Function.
IEEE Trans. Neural Networks
Lei Zhang, Zhang Yi
2010 J jnl
A Family of Fuzzy Learning Algorithms for Robust Principal Component Analysis Neural Networks.
IEEE Trans. Fuzzy Syst.
Jiancheng Lv, Kok Kiong Tan, Zhang Yi, Sunan Huang
2010 — conf
A Method for MRI Segmentation of Brain Tissue.
ISNN (2)
Bochuan Zheng, Zhang Yi
2010 J jnl
A discrete-time neural network for optimization problems with hybrid constraints.
IEEE Trans. Neural Networks
Huajin Tang, Haizhou Li, Zhang Yi
2010 J jnl
Adaptive multiple minor directions extraction in parallel using a PCA neural network.
Theor. Comput. Sci.
Kok Kiong Tan, Jiancheng Lv, Zhang Yi, Sunan Huang
2010 J jnl
Collaborative Virtual Surgery: Techniques, Applications and Challenges.
Int. J. Virtual Real.
Jing Qin, Kup-Sze Choi, Wai-Man Pang, Zhang Yi, Pheng-Ann Heng
2010 J jnl
Continuous attractors of Lotka-Volterra recurrent neural networks with infinite neurons.
IEEE Trans. Neural Networks
Jiali Yu, Zhang Yi, Jiliu Zhou
2010 J jnl
Convergence Analysis of Non-Negative Matrix Factorization for BSS Algorithm.
Neural Process. Lett.
Shangming Yang, Zhang Yi
2010 J jnl
SCALE: a scalable framework for efficiently clustering transactional data.
Data Min. Knowl. Discov.
Hua Yan, Keke Chen, Ling Liu, Zhang Yi
2010 J jnl
Spatial Point-Data Reduction Using Pulse Coupled Neural Network.
Neural Process. Lett.
Yongsheng Sang, Zhang Yi, Jiliu Zhou
2010 J jnl
Stability and chaos analysis for an ICA algorithm.
Comput. Math. Appl.
Min Wan, Zhang Yi, Jiancheng Lv, Jiliu Zhou
2009 J jnl
A New Incremental PCA Algorithm With Application to Visual Learning and Recognition.
Neural Process. Lett.
Dong Huang, Zhang Yi, Xiaorong Pu
2009 J jnl
A Winner-Take-All Neural Networks of
Neural Process. Lett.
Hong Qu, Zhang Yi, Xiaobin Wang
2009 J jnl
A modified pulse coupled neural network for shortest-path problem.
Neurocomputing
Xiaobin Wang, Hong Qu, Zhang Yi
2009 J jnl
A unified learning algorithm to extract principal and minor components.
Digit. Signal Process.
Dezhong Peng, Zhang Yi, Yong Xiang
2009 J jnl
Activity Invariant Sets and Exponentially Stable Attractors of Linear Threshold Discrete-Time Recurrent Neural Networks.
IEEE Trans. Autom. Control.
Lei Zhang, Zhang Yi, Stones Lei Zhang, Pheng-Ann Heng
2009 J jnl
Constrained ZIP code segmentation by a PCNN-based thinning algorithm.
Neurocomputing
Lifeng Shang, Zhang Yi, Luping Ji
2009 — conf
Continuous Attractors of Lotka-Volterra Recurrent Neural Networks.
ICANN (1)
Haixian Zhang, Jiali Yu, Zhang Yi
2009 J jnl
Convergence analysis of a class of Hyvärinen-Oja's ICA learning algorithms with constant learning rates.
IEEE Trans. Signal Process.
Jiancheng Lv, Kok Kiong Tan, Zhang Yi, Sunan Huang
2009 J jnl
Distributed fault detection in industrial system based on sensor wireless network.
Comput. Stand. Interfaces
Kok Kiong Tan, Sunan Huang, Zhang Yi, Tong Heng Lee
2009 J jnl
Manifold-Based Learning and Synthesis.
IEEE Trans. Syst. Man Cybern. Part B
Dong Huang, Zhang Yi, Xiaorong Pu
2009 J jnl
Permitted and Forbidden Sets in Discrete-Time Linear Threshold Recurrent Neural Networks.
IEEE Trans. Neural Networks
Zhang Yi, Lei Zhang, Jiali Yu, Kok Kiong Tan
2009 J jnl
Real-Time Robot Path Planning Based on a Modified Pulse-Coupled Neural Network Model.
IEEE Trans. Neural Networks
Hong Qu, Simon X. Yang, Allan R. Willms, Zhang Yi
2009 J jnl
Representations of Continuous Attractors of Recurrent Neural Networks.
IEEE Trans. Neural Networks
Jiali Yu, Zhang Yi, Lei Zhang
2009 — conf
Solving the CLM Problem by Discrete-Time Linear Threshold Recurrent Neural Networks.
ICANN (1)
Lei Zhang, Pheng-Ann Heng, Zhang Yi
2009 J jnl
Some multistability properties of bidirectional associative memory recurrent neural networks with unsaturating piecewise linear transfer functions.
Neurocomputing
Lei Zhang, Zhang Yi, Jiali Yu, Pheng-Ann Heng
2009 J jnl
Text extraction from images captured via mobile and digital devices.
Int. J. Comput. Vis. Robotics
Zhang Yi, Kok Kiong Tan
2009 J jnl
Vision-Servo System for Automated Cell Injection.
IEEE Trans. Ind. Electron.
Zhang Yi, Kok Kiong Tan, Sunan Huang
2008 Misc conf
A kernel view of manifold analysis for face images.
ISKE
Dong Huang, Zhang Yi, Xiaorong Pu
2008 J jnl
A mixed noise image filtering method using weighted-linking PCNNs.
Neurocomputing
Luping Ji, Zhang Yi
2008 J jnl
A neural networks learning algorithm for minor component analysis and its convergence analysis.
Neurocomputing
Dezhong Peng, Zhang Yi, Jiancheng Lv, Yong Xiang
2008 J jnl
A new local PCA-SOM algorithm.
Neurocomputing
Dong Huang, Zhang Yi, Xiaorong Pu
2008 J jnl
A stable MCA learning algorithm.
Comput. Math. Appl.
Dezhong Peng, Zhang Yi, Jiancheng Lv, Yong Xiang
2008 J jnl
A tabu search approach for the minimum sum-of-squares clustering problem.
Inf. Sci.
Yongguo Liu, Zhang Yi, Hong Wu, Mao Ye, Kefei Chen
2008 J jnl
An algorithm for extracting fetal electrocardiogram.
Neurocomputing
Yunxia Li, Zhang Yi
2008 J jnl
An improved pulse coupled neural network for image processing.
Neural Comput. Appl.
Luping Ji, Zhang Yi, Lifeng Shang
2008 J jnl
Continuous attractors of a class of recurrent neural networks.
Comput. Math. Appl.
Haixian Zhang, Zhang Yi, Lei Zhang
2008 J jnl
Document clustering using locality preserving indexing and support vector machines.
Soft Comput.
Chengfu Yang, Zhang Yi
2008 J jnl
Fingerprint orientation field estimation using ridge projection.
Pattern Recognit.
Luping Ji, Zhang Yi
2008 J jnl
Holistic and partial facial features fusion by binary particle swarm optimization.
Neural Comput. Appl.
Xiaorong Pu, Zhang Yi, Zhongjie Fang
2008 — conf
Motion Determination Using Non-uniform Sampling Based Density Clustering.
FSKD (4)
Yongsheng Sang, Zhang Yi
2008 J jnl
Multiperiodicity and Attractivity of Delayed Recurrent Neural Networks With Unsaturating Piecewise Linear Transfer Functions.
IEEE Trans. Neural Networks
Lei Zhang, Zhang Yi, Jiali Yu
2008 J jnl
On the discrete time dynamics of a self-stabilizing MCA learning algorithm.
Math. Comput. Model.
Dezhong Peng, Zhang Yi, Yong Xiang
2008 J jnl
Shape recovery by a generalized topology preserving SOM.
Neurocomputing
Dong Huang, Zhang Yi
2008 — conf
Software Based Vision System for Automated Cell Injection.
BMEI (1)
Zhang Yi, Kok Kiong Tan, Sunan Huang
2008 J jnl
Stability and Chaos of a Class of Learning Algorithms for ICA Neural Networks.
Neural Process. Lett.
Jiancheng Lv, Kok Kiong Tan, Zhang Yi, Sunan Huang
2008 J jnl
Switching analysis of 2-D neural networks with nonsaturating linear threshold transfer functions.
Neurocomputing
Hong Qu, Zhang Yi, Xiaobin Wang
2007 J jnl
A Modified Oja-Xu MCA Learning Algorithm and Its Convergence Analysis.
IEEE Trans. Circuits Syst. II Express Briefs
Dezhong Peng, Zhang Yi
2007 J jnl
A class of binary images thinning using two PCNNs.
Neurocomputing
Lifeng Shang, Zhang Yi
2007 J jnl
A hierarchical intrusion detection model based on the PCA neural networks.
Neurocomputing
Guisong Liu, Zhang Yi, Shangming Yang
2007 J jnl
A robust and Globally convergent PCA Learning Algorithm.
Control. Intell. Syst.
Mao Ye, Zhang Yi, Kok Kiong Tan
2007 J jnl
Binary Fingerprint Image Thinning Using Template-Based PCNNs.
IEEE Trans. Syst. Man Cybern. Part B
Luping Ji, Zhang Yi, Lifeng Shang, Xiaorong Pu
2007 J jnl
Binary Image Thinning Using Autowaves Generated by PCNN.
Neural Process. Lett.
Lifeng Shang, Zhang Yi, Luping Ji
2007 J jnl
Clustering Using an Improved Hybrid Genetic Algorithm.
Int. J. Artif. Intell. Tools
Yongguo Liu, Xiaorong Pu, Yi-Dong Shen, Zhang Yi, Xiaofeng Liao
2007 J jnl
Convergence analysis of a simple minor component analysis algorithm.
Neural Networks
Dezhong Peng, Zhang Yi, Wenjing Luo
2007 J jnl
Convergence analysis of the OJAn MCA learning algorithm by the deterministic discrete time method.
Theor. Comput. Sci.
Dezhong Peng, Zhang Yi
2007 J jnl
Determination of the Number of Principal Directions in a Biologically Plausible PCA Model.
IEEE Trans. Neural Networks
Jiancheng Lv, Zhang Yi, Kok Kiong Tan
2007 J jnl
Dynamics of Generalized PCA and MCA Learning Algorithms.
IEEE Trans. Neural Networks
Dezhong Peng, Zhang Yi
2007 J jnl
Global Convergence of GHA Learning Algorithm With Nonzero-Approaching Adaptive Learning Rates.
IEEE Trans. Neural Networks
Jiancheng Lv, Zhang Yi, Kok Kiong Tan
2007 — conf
Global Exponential Convergence of Time-Varying Delayed Neural Networks with High Gain.
ISNN (1)
Lei Zhang, Zhang Yi
2007 — conf
SVM-based Fingerprint Classification Using Orientation Field.
ICNC (2)
Luping Ji, Zhang Yi
2007 — conf
Sequential Blind Signal Extraction with the Linear Predictor.
ISNN (3)
Yunxia Li, Zhang Yi
2006 — ed.
Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28 - June 1, 2006, Proceedings, Part I
ISNN (1)
Jun Wang, Zhang Yi, Jacek M. Zurada, Bao-Liang Lu, Hujun Yin
2006 — ed.
Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28 - June 1, 2006, Proceedings, Part II
ISNN (2)
Jun Wang, Zhang Yi, Jacek M. Zurada, Bao-Liang Lu, Hujun Yin
2006 — ed.
Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28 - June 1, 2006, Proceedings, Part III
ISNN (3)
Jun Wang, Zhang Yi, Jacek M. Zurada, Bao-Liang Lu, Hujun Yin
2006 — conf
An Improved Hybrid Genetic Clustering Algorithm.
SETN
Yongguo Liu, Jun Peng, Kefei Chen, Zhang Yi
2006 J jnl
Convergence analysis of Xu's LMSER learning algorithm via deterministic discrete time system method.
Neurocomputing
Jian Cheng Lv, Zhang Yi, Kok Kiong Tan
2006 J jnl
Convergence analysis of a deterministic discrete time system of feng's MCA learning algorithm.
IEEE Trans. Signal Process.
Dezhong Peng, Zhang Yi
2006 — conf
Convergence and Periodicity of Solutions for a Class of Discrete-Time Recurrent Neural Network with Two Neurons.
ISNN (1)
Hong Qu, Zhang Yi
2006 — conf
Fingerprint Classification by SPCNN and Combined LVQ Networks.
ICNC (1)
Luping Ji, Zhang Yi, Xiaorong Pu
2006 J jnl
Fuzzy SVM with a new fuzzy membership function.
Neural Comput. Appl.
Xiufeng Jiang, Zhang Yi, Jiancheng Lv
2006 J jnl
Global Convergence of a PCA Learning Algorithm with a Constant Learning Rate.
Comput. Math. Appl.
Jiancheng Lv, Zhang Yi
2006 J jnl
Global convergence of Oja's PCA learning algorithm with a non-zero-approaching adaptive learning rate.
Theor. Comput. Sci.
Jiancheng Lv, Zhang Yi, Kok Kiong Tan
2006 — conf
Growing Hierarchical Principal Components Analysis Self-Organizing Map.
ISNN (1)
Stones Lei Zhang, Zhang Yi, Jiancheng Lv
2006 J jnl
Improving local minima of columnar competitive model for TSPs.
IEEE Trans. Circuits Syst. I Regul. Pap.
Hong Qu, Zhang Yi, Huajin Tang
2006 — conf
Intrusion Detection Using PCASOM Neural Networks.
ISNN (2)
Guisong Liu, Zhang Yi
2006 J jnl
Output convergence analysis for a class of delayed recurrent neural networks with time-varying inputs.
IEEE Trans. Syst. Man Cybern. Part B
Zhang Yi, Jiancheng Lv, Lei Zhang
2006 — conf
Recognizing Partially Damaged Facial Images by Subspace Auto-associative Memories.
ISNN (2)
Xiaorong Pu, Zhang Yi, Yue Wu
2006 J jnl
Rigid medical image registration using PCA neural network.
Neurocomputing
Lifeng Shang, Jiancheng Lv, Zhang Yi
2005 — conf
A Modified MCA EXIN Algorithm and Its Convergence Analysis.
ISNN (1)
Dezhong Peng, Zhang Yi, XiaoLin Xiang
2005 J jnl
A globally convergent learning algorithm for PCA neural networks.
Neural Comput. Appl.
Mao Ye, Zhang Yi, Jiancheng Lv
2005 — ed.
Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30 - June 1, 2005, Proceedings, Part I
ISNN (1)
Jun Wang, Xiaofeng Liao, Zhang Yi
2005 — ed.
Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30 - June 1, 2005, Proceedings, Part II
ISNN (2)
Jun Wang, Xiaofeng Liao, Zhang Yi
2005 — ed.
Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30 - June 1, 2005, Proceedings, Part III
ISNN (3)
Jun Wang, Xiaofeng Liao, Zhang Yi
2005 — conf
An Improved Backpropagation Algorithm Using Absolute Error Function.
ISNN (1)
Jiancheng Lv, Zhang Yi
2005 C conf
Clustering Categorical Data Using Coverage Density.
ADMA
Hua Yan, Lei Zhang, Zhang Yi
2005 J jnl
Complete Convergence of Competitive Neural Networks with Different Time Scales.
Neural Process. Lett.
Mao Ye, Zhang Yi
2005 J jnl
Convergence analysis of a deterministic discrete time system of Oja's PCA learning algorithm.
IEEE Trans. Neural Networks
Zhang Yi, Mao Ye, Jiancheng Lv, Kok Kiong Tan
2005 — conf
Face Recognition Using Fisher Non-negative Matrix Factorization with Sparseness Constraints.
ISNN (2)
Xiaorong Pu, Zhang Yi, Ziming Zheng, Wei Zhou, Mao Ye
2005 — conf
Fast ICA for Online Cashflow Analysis.
ISNN (2)
Shangming Yang, Zhang Yi
2005 J jnl
Global convergence of Lotka-Volterra recurrent neural networks with delays.
IEEE Trans. Circuits Syst. I Regul. Pap.
Zhang Yi, Kok Kiong Tan
2005 — conf
Mining Association Rules Based on Seed Items and Weights.
FSKD (1)
Xiang Chen, Zhang Yi, Yue Wu
2005 — conf
Theoretical Analysis and Parameter Setting of Hopfield Neural Networks.
ISNN (1)
Hong Qu, Zhang Yi, XiaoLin Xiang
2004 J jnl
A columnar competitive model for solving combinatorial optimization problems.
IEEE Trans. Neural Networks
Huajin Tang, Kay Chen Tan, Zhang Yi
2004 J jnl
Authors' reply to comment on "stability of fuzzy control systems with bounded uncertain delays".
IEEE Trans. Fuzzy Syst.
Zhang Yi, Pheng-Ann Heng
2004 — conf
Convergence Analysis for Oja+ MCA Learning Algorithm.
ISNN (1)
Jiancheng Lv, Mao Ye, Zhang Yi
2004 J jnl
Multistability of discrete-time recurrent neural networks with unsaturating piecewise linear activation functions.
IEEE Trans. Neural Networks
Zhang Yi, Kok Kiong Tan
2004 — conf
On the Discrete Time Dynamics of the MCA Neural Networks.
ISNN (1)
Mao Ye, Zhang Yi
2004 — conf
Self-Organizing Feature Map Based Data Mining.
ISNN (1)
Shangming Yang, Zhang Yi
2003 J jnl
Multistability Analysis for Recurrent Neural Networks with Unsaturating Piecewise Linear Transfer Functions.
Neural Comput.
Zhang Yi, Kok Kiong Tan, Tong Heng Lee
2002 J jnl
Stability of fuzzy control systems with bounded uncertain delays.
IEEE Trans. Fuzzy Syst.
Zhang Yi, Pheng-Ann Heng
2000 A* conf
Clustering Categorical Data.
ICDE
Zhang Yi, Ada Wai-Chee Fu, Chun Hing Cai, Pheng-Ann Heng
1999 J jnl
Estimate of exponential convergence rate and exponential stability for neural networks.
IEEE Trans. Neural Networks
Zhang Yi, Pheng-Ann Heng, Ada Wai-Chee Fu
1996 J jnl
Brief communication Periodic solutions and stability of Hopfield neural networks with variable delays.
Int. J. Syst. Sci.
Zhang Yi, Shouming Zhong, Z. L. Li
1996 J jnl
Comment on 'Robust stability of a class of uncertain nonlinear dynamical systems with time-varying delay'.
Int. J. Syst. Sci.
Zhang Yi, Shouming Zhong