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A Stable AI-Based Binary and Multiple Class Heart Disease Prediction Model for IoMT Journal article
IEEE Transactions on Industrial Informatics, 2022,Volume: 18,Issue: 3,Page: 2032-2040
Authors:  Yuan, Xiaoming;  Chen, Jiahui;  Zhang, Kuan;  Wu, Yuan;  Yang, Tingting
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | Submit date:2022/03/28
Fuzzy Logic  Gradient Boosting Decision Tree (Gbdt)  Heart Disease Predication And Diagnosis  Internet Of Medical Things (Iomt)  Machine Learning  
Fuzzy KNN Method With Adaptive Nearest Neighbors Journal article
IEEE Transactions on Cybernetics (SCI-E) (Published online), 2020,Page: 1-14
Authors:  Bian, Z.K.;  Vong, C.M.;  Wong, P.K.;  Wang, S.T.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/09
Decision tree  fuzzy k-nearest-neighbor method (FKNN)  nearest neighbors  sparse representation/reconstruction  
Customized Decision Tree for Fast Multi-resolution Chart Patterns Classification Conference paper
Knowledge Science, Engineering and Management. KSEM 2020. Lecture Notes in Computer Science
Authors:  Sun, Q.;  Si, Y. W.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/06/14
Financial time series  Multi-resolution chart patterns  Customized decision tree  
Fuzzy KNN Method With Adaptive Nearest Neighbors Journal article
IEEE Transactions on Cybernetics, 2020
Authors:  Bian,Zekang;  Vong,Chi Man;  Wong,Pak Kin;  Wang,Shitong
Favorite |  | TC[WOS]:5 TC[Scopus]:3 | Submit date:2021/03/09
Decision tree  fuzzy k-nearest-neighbor method (FKNN)  nearest neighbors  sparse representation/reconstruction  
An improved Id3 algorithm for medical data classification Journal article
Computers and Electrical Engineering, 2018,Volume: 65,Page: 474-487
Authors:  Yang,Shuo;  Guo,Jing Zhi;  Jin,Jun Wei
Favorite |  | TC[WOS]:26 TC[Scopus]:35 | Submit date:2021/03/11
Balance function  Decision tree  Id3 algorithm  Numeric attribute discretization  Rule representation of classifier model  
An improved improved Id3 algorithm for medical data classification Journal article
COMPUTERS & ELECTRICAL ENGINEERING, 2018,Volume: 65,Page: 474-487
Authors:  Shuo Yang;  Jing-Zhi Guo;  Jun-Wei Jin
Favorite |  | TC[WOS]:26 TC[Scopus]:36 | Submit date:2018/10/30
Id3 Algorithm  Decision Tree  Balance Function  Numeric Attribute Discretization  Rule Representation Of Classifier Model  
Predicting the listing statuses of Chinese-listed companies using decision trees combined with an improved filter feature selection method Journal article
Knowledge-based Systems, 2017,Volume: 128,Page: 93-101
Authors:  Ligang Zhou;  Yain-Whar Si;  Hamido Fujita
Favorite |  | TC[WOS]:20 TC[Scopus]:25 | Submit date:2018/10/30
Multi-class Classification  Listing-status Prediction  Decision Tree C4.5  Decision Tree C5.0  
Synthetic data generator for classification rules learning Conference paper
Proceedings - 2016 7th International Conference on Cloud Computing and Big Data, CCBD 2016
Authors:  Liu R.;  Fang B.;  Tang Y.Y.;  Chan P.P.K.
Favorite |  | TC[WOS]:0 TC[Scopus]:5 | Submit date:2019/02/11
Automatic decision support  Data mining  Decision tree  Synthetic data  
Semantic Inference on Clinical Documents: Combining Machine Learning Algorithms with an Inference Engine for Effective Clinical Diagnosis and Treatment Journal article
IEEE Access, 2017,Volume: 5,Page: 3529-3546
Authors:  Shuo Yang;  Ran Wei;  Jingzhi Guo;  Lida Xu
Favorite |  | TC[WOS]:15 TC[Scopus]:26 | Submit date:2019/02/13
Big Data  Case-based Reasoning  Clinical Diagnosis  Data Stream Mining  Decision Tree  Disease Detection  Electronic Health Record  Medical Record  Semantic Integration  
Solving the Under-Fitting Problem for Decision Tree Algorithms by Incremental Swarm Optimization in Rare-Event Healthcare Classification Journal article
Journal of Medical Imaging and Health Informatics, 2016,Volume: 6,Issue: 4,Page: 1102-1110
Authors:  Li, Jinyan;  Fong, Simon;  Mohammed, Sabah;  Fiaidhi, Jinan;  Chen, Qian;  Tan, Zhen
Favorite |  | TC[WOS]:11 TC[Scopus]:14 | Submit date:2019/02/13
Decision Tree  Imbalanced Healthcare Dataset  Incremental Swarm Optimization  Swarm Intelligence Algorithm