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Classification of pure conduct disorder from healthy controls based on indices of brain networks during resting state Journal article
Medical and Biological Engineering and Computing, 2020,Volume: 58,Issue: 9,Page: 2071-2082
Authors:  Zhang,Jiang;  Liu,Yuyan;  Luo,Ruisen;  Du,Zhengcong;  Lu,Fengmei;  Yuan,Zhen;  Zhou,Jiansong;  Li,Shasha
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/04
Classification Scheme  Conduct Disorder  Feature Selection  Functional Magnetic Resonance Imaging  Small-world Networks  
Social Group Optimization–Assisted Kapur’s Entropy and Morphological Segmentation for Automated Detection of COVID-19 Infection from Computed Tomography Images Journal article
Cognitive Computation, 2020,Volume: 12,Issue: 5,Page: 1011-1023
Authors:  Dey,Nilanjan;  Rajinikanth,V.;  Fong,Simon James;  Kaiser,M. Shamim;  Mahmud,Mufti
Favorite |  | TC[WOS]:16 TC[Scopus]:20 | Submit date:2021/03/09
COVID-19 infection  CT scan image  Fused feature vector  KNN classifier  Segmentation and detection accuracy  
Collaborative representation using non-negative samples for image classification Journal article
Sensors (Switzerland), 2019,Volume: 19,Issue: 11
Authors:  Zhou,Jianhang;  Zhang,Bob
Favorite |  | TC[WOS]:4 TC[Scopus]:3 | Submit date:2021/03/11
Collaborative representation-based classification  Image classification  Non-negative samples  
A lung sound category recognition method based on wavelet decomposition and BP neural network Journal article
International Journal of Biological Sciences, 2019,Volume: 15,Issue: 1,Page: 195-207
Authors:  Shi Y.;  Li Y.;  Cai M.;  Zhang X.D.
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Bp Neural Network  Category Recognition  Linear Discriminant Analysis  Lung Sound  Wavelet De-noising  
Identification of cancer-related long non-coding RNAs using XGboost with high accuracy Journal article
Frontiers in Genetics, 2019,Volume: 10,Issue: JUL
Authors:  Zhang,Xuan;  Li,Tianjun;  Wang,Jun;  Li,Jing;  Chen,Long;  Liu,Changning
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Cancer  Long noncoding RNA  Machine learning  Synthetic Minority Over-sampling Technique  XGBoost  
Data stream mining with swarm decision table in fog computing environment Conference paper
ACM International Conference Proceeding Series
Authors:  Li J.;  Fong S.;  Li T.;  Song W.
Favorite |  | TC[WOS]:4 TC[Scopus]:2 | Submit date:2019/02/13
Chemical gas sensors  Data analytics  Data mining  Fog computing  Internet of Things  SDT  
Clinical application of modified bag-of-features coupled with hybrid neural-based classifier in dengue fever classification using gene expression data Journal article
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2018,Volume: 56,Issue: 4,Page: 709-720
Authors:  Chatterjee, Sankhadeep;  Dey, Nilanjan;  Shi, Fuqian;  Ashour, Amira S.;  Fong, Simon James;  Sen, Soumya
Favorite |  | TC[WOS]:19 TC[Scopus]:17 | Submit date:2018/10/30
Dengue fever  Bag-of-features  Modified cuckoo search  Artificial neural networks  Gene expression data  Incremental feature selection scheme  
A novel algorithm for neural network architecture generation, parameter optimization and feature selection - ParFeatArch generator Conference paper
ACM International Conference Proceeding Series
Authors:  Brito R.;  Fong S.;  Wu Y.;  Deb S.
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Feature selection  Generative algorithms  Neural networks  Particle swarm optimization (PSO)  
Feature selection methods: Case of filter and wrapper approaches for maximising classification accuracy Journal article
Pertanika Journal of Science and Technology, 2018,Volume: 26,Issue: 1,Page: 329-340
Authors:  Wah,Yap Bee;  Ibrahim,Nurain;  Hamid,Hamzah Abdul;  Abdul-Rahman,Shuzlina;  Fong,Simon
Favorite |  | TC[WOS]:0 TC[Scopus]:23 | Submit date:2021/03/09
Feature selection methods  Filter method  Logistic regression  Simulation  Wrapper method  
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 |  | TC[WOS]:7 TC[Scopus]:8 | 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