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What key contextual factors contribute to students’ reading literacy among top-performing countries and economies? Statistical and machine learning analyses Journal article
Bu Yujia, Chen Fu. What key contextual factors contribute to students’ reading literacy among top-performing countries and economies? Statistical and machine learning analyses[J]. International Journal of Educational Research, 2023, 122, 102267.
Authors:  Bu Yujia;  Chen Fu
Favorite | TC[WOS]:6 TC[Scopus]:6  IF:2.6/3.2 | Submit date：2024/01/02
Machine Learning  Reading Literacy  Sharpley Decomposition  Gradient Boosting Decision Tree  Contextual Factors  Metacognitive Strategies  
Fuzzy KNN Method With Adaptive Nearest Neighbors Journal article
Bian, Zekang, Vong, Chi Man, Wong, Pak Kin, Wang, Shitong. Fuzzy KNN Method With Adaptive Nearest Neighbors[J]. IEEE Transactions on Cybernetics, 2022, 52(6), 5380-5593.
Authors:  Bian, Zekang;  Vong, Chi Man;  Wong, Pak Kin;  Wang, Shitong
Favorite | TC[WOS]:26 TC[Scopus]:34  IF:9.4/10.3 | Submit date：2021/03/09
Decision Tree  Fuzzy K-nearest-neighbor Method (Fknn)  Nearest Neighbors  Sparse Representation/reconstruction  
A Stable AI-Based Binary and Multiple Class Heart Disease Prediction Model for IoMT Journal article
Yuan Xiaoming, Chen Jiahui, Zhang Kuan, Wu Yuan, Yang Tingting. A Stable AI-Based Binary and Multiple Class Heart Disease Prediction Model for IoMT[J]. IEEE Transactions on Industrial Informatics, 2021, 18(3), 2032-2040.
Authors:  Yuan Xiaoming;  Chen Jiahui;  Zhang Kuan;  Wu Yuan;  Yang Tingting
Favorite | TC[WOS]:38 TC[Scopus]:71  IF:11.7/11.4 | 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
Bian, Z.K., Vong, C.M., Wong, P.K., Wang, S.T.. Fuzzy KNN Method With Adaptive Nearest Neighbors[J]. IEEE Transactions on Cybernetics (SCI-E) (Published online), 2020, 1-14.
Authors:  Bian, Z.K.;  Vong, C.M.;  Wong, P.K.;  Wang, S.T.
Favorite |   IF:9.4/10.3 | 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
Sun, Qizhou, Si, Yain-Whar. Customized Decision Tree for Fast Multi-resolution Chart Patterns Classification[C], Cham:Springer, 2020, 446 - 458.
Authors:  Sun, Qizhou;  Si, Yain-Whar
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2022/06/14
Financial Time Series  Multi-resolution Chart Patterns  Customized Decision Tree  
An improved improved Id3 algorithm for medical data classification Journal article
Shuo Yang, Jing-Zhi Guo, Jun-Wei Jin. An improved improved Id3 algorithm for medical data classification[J]. COMPUTERS & ELECTRICAL ENGINEERING, 2018, 65, 474-487.
Authors:  Shuo Yang;  Jing-Zhi Guo;  Jun-Wei Jin
Favorite | TC[WOS]:44 TC[Scopus]:65  IF:4.0/3.8 | Submit date：2018/10/30
Id3 Algorithm  Decision Tree  Balance Function  Numeric Attribute Discretization  Rule Representation Of Classifier Model  
An improved Id3 algorithm for medical data classification Journal article
Yang,Shuo, Guo,Jing Zhi, Jin,Jun Wei. An improved Id3 algorithm for medical data classification[J]. Computers and Electrical Engineering, 2018, 65, 474-487.
Authors:  Yang,Shuo;  Guo,Jing Zhi;  Jin,Jun Wei
Favorite | TC[WOS]:44 TC[Scopus]:65  IF:4.0/3.8 | Submit date：2021/03/11
Balance Function  Decision Tree  Id3 Algorithm  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
Ligang Zhou, Yain-Whar Si, Hamido Fujita. Predicting the listing statuses of Chinese-listed companies using decision trees combined with an improved filter feature selection method[J]. Knowledge-based Systems, 2017, 128, 93-101.
Authors:  Ligang Zhou;  Yain-Whar Si;  Hamido Fujita
Favorite | TC[WOS]:30 TC[Scopus]:37  IF:7.2/7.4 | 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
Liu R., Fang B., Tang Y.Y., Chan P.P.K.. Synthetic data generator for classification rules learning[C], 2017, 357-361.
Authors:  Liu R.;  Fang B.;  Tang Y.Y.;  Chan P.P.K.
Favorite | TC[WOS]:5 TC[Scopus]:7 | 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
Shuo Yang, Ran Wei, Jingzhi Guo, Lida Xu. Semantic Inference on Clinical Documents: Combining Machine Learning Algorithms with an Inference Engine for Effective Clinical Diagnosis and Treatment[J]. IEEE Access, 2017, 5, 3529-3546.
Authors:  Shuo Yang;  Ran Wei;  Jingzhi Guo;  Lida Xu
Favorite | TC[WOS]:20 TC[Scopus]:31 | 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