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Distinguishing Epileptiform Discharges From Normal Electroencephalograms Using Scale-Dependent Lyapunov Exponent 期刊论文
FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY, 2020, 卷号: 8, 页码: 14
Authors:  Li, Qiong;  Gao, Jianbo;  Huang, Qi;  Wu, Yuan;  Xu, Bo
Favorite  |  View/Download:17/0  |  Submit date:2021/01/07
EEG  epileptiform discharges  power spectral density (PSD)  scale-dependent Lyapunov exponent (SDLE)  random forest classifier  support vector machine (SVM)  
Automatic Classification of Cardiac Arrhythmias Based on Hybrid Features and Decision Tree Algorithm 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 4, 页码: 551-561
Authors:  Santanu Sahoo;  Asit Subudhi;  Manasa Dash;  Sukanta Sabut
View  |  Adobe PDF(1105Kb)  |  Favorite  |  View/Download:13/1  |  Submit date:2021/02/22
Electrocardiogram (ECG)  cardiac arrhythmias  empirical mode decomposition (EMD)  variational mode decomposition (VMD)  hybrid features  decision tree classifier.  
Hierarchical Fused Model With Deep Learning and Type-2 Fuzzy Learning for Breast Cancer Diagnosis 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 卷号: 28, 期号: 12, 页码: 3204-3218
Authors:  Shen, Tianyu;  Wang, Jiangong;  Gou, Chao;  Wang, Fei-Yue
Adobe PDF(3530Kb)  |  Favorite  |  View/Download:31/1  |  Submit date:2021/03/02
Image segmentation  Biomedical imaging  Fuzzy sets  Breast cancer  Breast cancer  deep learning (DL)  fuzzy classifier (FC)  interval type-2 possibilistic fuzzy c-means (IT2PFCM)  
Oracle Character Recognition by Nearest Neighbor Classification with Deep Metric Learning 会议论文
, International Convention Centre (ICC) Sydney, 20-25 Sep. 2019
Authors:  Zhang, Yikang;  Zhang, Heng;  Liu, Yongge;  Yang, Qing;  Liu, Chenglin
View  |  Adobe PDF(410Kb)  |  Favorite  |  View/Download:165/68  |  Submit date:2020/01/06
Oracle Character Recognition  Dense Convolutional Network  Deep Metric Learning  Nearest-neighbor Classifier  
Does Depressive-Type Schizophrenia Exist? How Do We Prove It? An Updated Review and Overview 期刊论文
JOURNAL OF NERVOUS AND MENTAL DISEASE, 2019, 卷号: 207, 期号: 7, 页码: 555-560
Authors:  Huang, Jianjie;  Zhuo, Chuanjun;  Song, Xueqin;  Li, Yachen;  Jing, Rixing;  Tian, Hongjun;  Wang, Lina;  Mao, Fuqiang;  Li, Shen;  Jiang, Ronghuan;  Chen, Suling
Favorite  |  View/Download:75/0  |  Submit date:2019/12/16
Depressive-type schizophrenia  magnetic resonance imaging  genetics  deep learning  classifier  
Structured Weak Semantic Space Construction for Visual Categorization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 8, 页码: 3442-3451
Authors:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
View  |  Adobe PDF(1950Kb)  |  Favorite  |  View/Download:189/67  |  Submit date:2017/09/14
Exemplar classifier training  image classification  structure learning  visual categorization  weak semantic space  
fMRI classification method with multiple feature fusion based on minimum spanning tree analysis 期刊论文
PSYCHIATRY RESEARCH-NEUROIMAGING, 2018, 卷号: 277, 页码: 14-27
Authors:  Guo, Hao;  Yan, Pengpeng;  Cheng, Chen;  Li, Yao;  Chen, Junjie;  Xu, Yong;  Xiang, Jie
Favorite  |  View/Download:73/0  |  Submit date:2019/12/16
Functional brain network  Minimum spanning tree  Classifier  Depression  Multiple feature fusion  
Robust C-Loss Kernel Classifiers 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 3, 页码: 510-522
Authors:  Xu, Guibiao;  Hu, Bao-Gang;  Principe, Jose C.
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Correntropy  Half-quadratic (Hq) Optimization  Kernel Classifier  Loss Function  
Integrated Method for Text Detection in Natural Scene Images 期刊论文
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2016, 卷号: 10, 期号: 11, 页码: 5583-5604
Authors:  Yang, Zheng;  Jie,Liu;  Heping,Liu;  Qing,Li;  Gen,Li
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Stroke Color Extension  Character Classifier  Character Color Transform  Convolutional Neural Network  
Integrated Method for Text Detection in Natural Scene Images 期刊论文
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2016, 卷号: 10, 期号: 11, 页码: 5583-5604
Authors:  Yang Zheng;  Jie Liu;  Heping Liu;  Qing Li;  Gen Li
View  |  Adobe PDF(880Kb)  |  Favorite  |  View/Download:178/18  |  Submit date:2018/01/02
Stroke Color Extension  Character Classifier  Character Color Transform  Convolutional Neural Network