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Adaptive Hybrid Feature Selection-Based Classifier Ensemble for Epileptic Seizure Classification Journal article
IEEE ACCESS, 2018,Volume: 6,Page: 29132-29145
Authors:  Alzami, Farrikh;  Tang, Juan;  Yu, Zhiwen;  Wu, Si;  Chen, C. L. Philip;  You, Jane;  Zhang, Jun
Favorite  |  View/Download:14/0  |  Submit date:2018/10/30
Epileptic seizure detection and classification  discrete wavelet transform  hybrid feature selection  classifier ensemble  bagging  rank aggregation  adaptive  genetic algorithm  optimization  machine learning  
Data-driven train operation models based on data mining and driving experience for the diesel-electric locomotive Journal article
Advanced Engineering Informatics, 2016,Volume: 30,Issue: 3,Page: 553-563
Authors:  Zhang C.-Y.;  Chen D.;  Yin J.;  Chen L.
Favorite  |  View/Download:3/0  |  Submit date:2019/02/13
Automatic Train Operation  Data-driven Train Operation Model  Ensemble Learning  Machine Learning  Manual Driving  
Hybrid Sampling with Bagging for Class Imbalance Learning Conference paper
Lecture Notes in Computer Science (ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING), Univ Auckland, Auckland, NEW ZEALAND, APR 19-22, 2016
Authors:  Yang Lu;  Yiu-ming Cheung;  Yuan Yan Tang
Favorite  |  View/Download:2/0  |  Submit date:2019/02/11
Class Imbalance Learning  Ensemble Method  Hybrid Sampling  Sampling Method  
An Application of Oversampling, Undersampling, Bagging and Boosting in Handling Imbalanced Datasets Conference paper
Lecture Notes in Electrical Engineering:Proceedings of the First International Conference on Advanced Data and Information Engineering (DaEng-2013), Kuala Lumpur, Malaysia, Dec 16, 2013 - Dec 18, 2013
Authors:  Bee Wah Yap;  Khatijahhusna Abd Rani;  Hezlin Aryani Abd Rahman;  Simon Fong;  Zuraida Khairudin;  Nik Nik Abdullah
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Bagging  Boosting  Imbalanced Data  Oversampling  Undersampling  
iTagger: Part-of-speech tagging based on SBCB learning algorithm Conference paper
Applied Mechanics and Materials
Authors:  Zeng X.-D.;  Chao L.S.;  Wong D.F.;  He L.-Y.
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Machine learning  Part-of-speech tagging  POS tagging  SBCB  
A noun-phrase chunking model based on SBCB ensemble learning algorithm Conference paper
Proceedings - 2012 International Conference on Machine Learning and Cybernetics, Xian, China, 15-17 July 2012
Authors:  Zhu L.;  Chao L.S.;  Wong D.F.;  Zeng X.-D.
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Ensemble Learning Algorithm  Feature Selection  Np Chunking  Shallow Parsing  
Ensemble learning on heartbeat type classification Conference paper
Proceedings 2011 International Conference on System Science and Engineering, ICSSE 2011
Authors:  Zeng X.D.;  Chao S.;  Wong F.
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ECG Signal  Ensemble learning  Heartbeat Type Classification  
Ensemble Learning on Portuguese POS Tagging Conference paper
In III SIMELP Simpósio Mundial de Estudos de Língua Portguguesa, SIMPÓSIO 46 - Propostas Integração de Metodologias para o Estudo do Processo Tradutório., Macau, China, 2011
Authors:  Xiao-Dong ZENG;  Sam CHAO;  Fai WONG
Favorite  |  View/Download:0/0  |  Submit date:2019/03/27
Ensemble Learning  Classifier Selection  Pos Tagging  Sbcb  
Optimization of bagging classifiers based on SBCB algorithm Conference paper
2010 International Conference on Machine Learning and Cybernetics, ICMLC 2010, Qingdao, China, 11-14 July 2010
Authors:  Zeng X.-D.;  Chao S.;  Wong F.
Favorite  |  View/Download:2/0  |  Submit date:2018/12/24
Bagging  Classifier Optimization  Ensemble Learning  Selective Ensemble  
Ensemble learning approach for freeway short-term traffic flow prediction Conference paper
2007 IEEE International Conference on System of Systems Engineering, SOSE
Authors:  Chen L.;  Chen C.L.P.
Favorite  |  View/Download:0/0  |  Submit date:2019/02/11