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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]:14 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]:14 TC[Scopus]:21 | 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  
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  
A decision-making framework for precision marketing Journal article
Expert Systems with Applications, 2015,Volume: 42,Issue: 7,Page: 3357-3367
Authors:  ZhenYou;  Yain-Whar Si;  Defu Zhang;  XiangXiang Zeng;  Stephen C.H. Leung;  Tao Li
Favorite |  | TC[WOS]:32 TC[Scopus]:38 | Submit date:2019/02/14
Data Mining  Decision Tree  Decision-making  Forecasting  Precision Marketing  
Towards automatic food prediction during endurance sport competitions Conference paper
Proceedings - 2014 International Conference on Soft Computing and Machine Intelligence, ISCMI 2014, New Delhi, India, 26-27 Sept. 2014
Authors:  Iztok Fister Jr;  Fister, Iztok;  Fister, Duan;  Ljubi, Karin;  Zhuang, Yan;  Fong, Simon
Favorite |  | TC[WOS]:5 TC[Scopus]:7 | Submit date:2018/11/06
Component  Endurance Sport Event  Machine Learning  Decision Tree  Food  
Automatic decision support by information energy decision tree algorithm Conference paper
Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, San Diego, CA, United states, 10 5, 2014 - 10 8, 2014
Authors:  Liu, Run Zong;  Tang, Yuan Yan;  Fang, Bin
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2018/11/06
Automatic Decision Support  Decision Tree  Information Energy  Data Mining  
Optimized Very Fast Decision Tree with Balanced Classification Accuracy and Compact Tree Size Conference paper
Proceedings - 3rd International Conference on Data Mining and Intelligent Information Technology Applications, ICMIA 2011, Macao, China, 24-26 Oct. 2011
Authors:  Hang Yang;  Simon Fong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/02/13
Incremental Optimization  Ovfdt  Stream Mining  Tree Pruning  Very Fast Decision Tree  
Predicting car purchase intent using data mining approach Conference paper
Proceedings - 2011 8th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2011, Shanghai, China, 26-28 July 2011
Authors:  Yap Bee Wah;  Nor Huwaina Ismail;  Simon Fong
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2019/02/13
Classification  Data Mining  Decision Tree  Logistic Regression  Predictive Modeling