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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]:0 TC[Scopus]:0 | 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]:13 TC[Scopus]:19 | 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]:13 TC[Scopus]:19 | 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]:12 TC[Scopus]:18 | 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]:4 | 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]:12 TC[Scopus]:18 | 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  
Improvised methods for tackling big data stream mining challenges: case study of human activity recognition Journal article
Journal of Supercomputing, 2016,Volume: 72,Issue: 10,Page: 3927-3959
Authors:  Fong,Simon;  Liu,Kexing;  Cho,Kyungeun;  Wong,Raymond;  Mohammed,Sabah;  Fiaidhi,Jinan
Favorite |  | TC[WOS]:4 TC[Scopus]:6 | Submit date:2021/03/09
Big data  Data stream mining  Resampling  Sensor data  Very fast decision tree  
Improvised Methods for Tackling Big Data Stream Mining Challenges: Case Study of Human Activity Recognition Journal article
JOURNAL OF SUPERCOMPUTING, 2016,Volume: 72,Issue: 10,Page: 3927-3959
Authors:  Fong, Simon;  Liu, Kexing;  Cho, Kyungeun;  Wong, Raymond;  Mohammed, Sabah;  Fiaidhi, Jinan
Favorite |  | TC[WOS]:4 TC[Scopus]:6 | Submit date:2019/05/15
Data Stream Mining  Big Data  Very Fast Decision Tree  Resampling  Sensor Data  
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]:7 TC[Scopus]:9 | Submit date:2021/03/09
Decision tree  Imbalanced healthcare dataset  Incremental swarm optimization  Swarm intelligence algorithm  
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]:7 TC[Scopus]:9 | Submit date:2019/02/13
Decision Tree  Imbalanced Healthcare Dataset  Incremental Swarm Optimization  Swarm Intelligence Algorithm