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FlightBERT: Binary Encoding Representation for Flight Trajectory Prediction Journal article
Dongyue Guo, Edmond Q. Wu, Yuankai Wu, Jianwei Zhang, Rob Law, Yi Lin. FlightBERT: Binary Encoding Representation for Flight Trajectory Prediction[J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 24(2), 1828-1842.
Authors:  Dongyue Guo;  Edmond Q. Wu;  Yuankai Wu;  Jianwei Zhang;  Rob Law; et al.
Favorite | TC[WOS]:14 TC[Scopus]:19  IF:7.9/8.3 | Submit date:2023/01/30
Attribute Correlation Attention  Binary Encoding Representation  Flight Trajectory Prediction  Multi Binary Classification  Transformer  
CDGAT: a graph attention network method for credit card defaulters prediction Journal article
Wu, Jun, Zhao, Xiong Fei, Yuan, Hang, Si, Yain Whar. CDGAT: a graph attention network method for credit card defaulters prediction[J]. Applied Intelligence, 2022, 53(10), 11538-11552.
Authors:  Wu, Jun;  Zhao, Xiong Fei;  Yuan, Hang;  Si, Yain Whar
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:3.4/3.9 | Submit date:2023/01/30
Credit Scoring  Defaulters Prediction  Graph Convolutional Neural Network  Neighbors Sampling  Node Classification  
Wind Power Prediction Based on Multi-Class Autoregressive Moving Average Model with Logistic Function Journal article
Yunxuan Dong, Shaodan Ma, Hongcai Zhang, Guanghua Yang. Wind Power Prediction Based on Multi-Class Autoregressive Moving Average Model with Logistic Function[J]. Journal of Modern Power Systems and Clean Energy, 2022, 10(5), 1184 - 1193.
Authors:  Yunxuan Dong;  Shaodan Ma;  Hongcai Zhang;  Guanghua Yang
Favorite | TC[WOS]:21 TC[Scopus]:24  IF:5.7/5.4 | Submit date:2023/03/01
Wind Power Prediction  Wind Generation  Time Series Analysis  Logistic Function Based Classification  
Application of Ensemble Learning in Breast Cancer Cell Classification Conference paper
Jie, Huan. Application of Ensemble Learning in Breast Cancer Cell Classification[C], 2022.
Authors:  Jie, Huan
Favorite | TC[Scopus]:0 | Submit date:2023/01/30
Breast Cancer Cell  Classification Prediction  Ensemble Learning  Xgboost  
Predicting the COVID-19 infection with fourteen clinical features using machine learning classification algorithms Journal article
Arpaci, Ibrahim, Huang, Shigao, Al-Emran, Mostafa, Al-Kabi, Mohammed N., Peng, Minfei. Predicting the COVID-19 infection with fourteen clinical features using machine learning classification algorithms[J]. Multimedia Tools and Applications, 2021, 80(8), 11943-11957.
Authors:  Arpaci, Ibrahim;  Huang, Shigao;  Al-Emran, Mostafa;  Al-Kabi, Mohammed N.;  Peng, Minfei
Favorite | TC[WOS]:46 TC[Scopus]:71  IF:3.0/2.9 | Submit date:2021/12/07
Classification Algorithms  Covid-19  Diagnosis  Machine Learning  Novel Coronavirus  Prediction  
Predicting unusual energy consumption events from smart home sensor network by data stream mining with misclassified recall Journal article
Simon Fong, Jiaxue Li, Wei Song, Yifei Tian, Raymond K. Wong, Nilanjan Dey. Predicting unusual energy consumption events from smart home sensor network by data stream mining with misclassified recall[J]. Journal of Ambient Intelligence and Humanized Computing, 2018, 9(4), 1197-1221.
Authors:  Simon Fong;  Jiaxue Li;  Wei Song;  Yifei Tian;  Raymond K. Wong; et al.
Favorite | TC[WOS]:24 TC[Scopus]:49  IF:3.662/3.718 | Submit date:2018/10/30
Iot Smart Home  Energy Prediction  Data Stream Mining  Classification  
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  
One versus one multi-class classification fusion using optimizing decision directed acyclic graph for predicting listing status of companies Journal article
Zhou, Ligang, Wang, Qingyang, Fujita, Hamido. One versus one multi-class classification fusion using optimizing decision directed acyclic graph for predicting listing status of companies[J]. INFORMATION FUSION, 2017, 36, 80-89.
Authors:  Zhou, Ligang;  Wang, Qingyang;  Fujita, Hamido
Favorite | TC[WOS]:57 TC[Scopus]:63  IF:14.7/16.1 | Submit date:2018/10/30
Multi-class Classification  One Versus One  Listing Status  Prediction  Decision Directed Acyclic Graph  Optimizing  
Deviated Expectation based Classification Method for Stock Price Prediction Journal article
Sishi Ruan, Jennifer Yuen Man LAI, Xiaoyun Chen, Xiaofeng Zhang. Deviated Expectation based Classification Method for Stock Price Prediction[J]. International Journal of Big Data, 2016, 3(2).
Authors:  Sishi Ruan;  Jennifer Yuen Man LAI;  Xiaoyun Chen;  Xiaofeng Zhang
Favorite |  | Submit date:2019/10/17
Classification  Stock Price Prediction  Big Data  Financial Data Mining