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Empowering multi-class medical data classification by Group-of-Single-Class-predictors and transfer optimization: Cases of structured dataset by machine learning and radiological images by deep learning Journal article
Future Generation Computer Systems, 2022,Volume: 133,Page: 10-22
Authors:  Li, Tengyue;  Fong, Simon;  Mohammed, Sabah;  Fiaidhi, Jinan;  Guan, Steven;  Chang, Victor
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Algorithm  Classification model training  Deep learning  Machine learning  Medical dataset  Multi-class classification  Parameter optimization  Radiological images recognition  
Broad and deep neural network for high-dimensional data representation learning Journal article
Information Sciences, 2022,Volume: 599,Page: 127-146
Authors:  Feng, Qiying;  Liu, Zhulin;  Chen, C. L.Philip
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Broad and deep architecture  Broading learning system  High-dimensional data  Representation learning  
Graph-based sparse bayesian broad learning system for semi-supervised learning Journal article
Information Sciences, 2022,Volume: 597,Page: 193-210
Authors:  Xu, Lili;  Philip Chen, C. L.;  Han, Ruizhi
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Classification  Fast marginal likelihood maximization  Graph-based model  Manifold regularization  Semi-supervised learning  Sparse Bayesian broad learning system  
Current Understanding in the Clinical Characteristics and Molecular Mechanisms in Different Subtypes of Biliary Atresia Journal article
International Journal of Molecular Sciences, 2022,Volume: 23,Issue: 9
Authors:  He, Lin;  Chung, Patrick Ho Yu;  Lui, Vincent Chi Hang;  Tang, Clara Sze Man;  Tam, Paul Kwong Hang
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biliary atresia  genetics  Kasai portoenterostomy  molecular mechanism  neonatal obstructive jaundice  
Multi-scale 3D convolution feature-based Broad Learning System for Alzheimer's Disease diagnosis via MRI images Journal article
Applied Soft Computing, 2022,Volume: 120
Authors:  Han, Ruizhi;  Liu, Zhulin;  Chen, C. L.Philip
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Alzheimer's disease  Broad learning system  Convolutional neural network  Image classification  Magnetic resonance imaging  
An image classification approach for hole detection in wireless sensor networks Journal article
Journal of Supercomputing, 2022,Volume: 78,Issue: 6,Page: 8774-8809
Authors:  Cheong, Se Hang;  Ng, Kim Hou;  Si, Yain Whar
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Convolutional Neural Network  Force-directed Algorithm  Hole Detection  Wireless Sensor Networks  
Gaussian process image classification based on multi-layer convolution kernel function Journal article
Neurocomputing, 2022,Volume: 480,Page: 99-109
Authors:  Xu, Lixiang;  Zhou, Biao;  Li, Xinlu;  Wu, Zhize;  Chen, Yan;  Wang, Xiaofeng;  Tang, Yuanyan
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Convolution Kernel Function  Gaussian Process  Image Classification  Multi-layer Kernel  
A binary PSO-based ensemble under-sampling model for rebalancing imbalanced training data Journal article
Journal of Supercomputing, 2022,Volume: 78,Issue: 5,Page: 7428-7463
Authors:  Li, Jinyan;  Wu, Yaoyang;  Fong, Simon;  Tallón-Ballesteros, Antonio J.;  Yang, Xin she;  Mohammed, Sabah;  Wu, Feng
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Binary Pso  Ensemble  Imbalanced Classification  Integrity  Multi-objective  Under-sampling  
Easy Domain Adaptation for cross-subject multi-view emotion recognition Journal article
Knowledge-Based Systems, 2022,Volume: 239
Authors:  Chen, Chuangquan;  Vong, Chi Man;  Wang, Shitong;  Wang, Hongtao;  Pang, Miaoqi
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Approximate Empirical Kernel Map  Distribution Alignment  Domain Adaptation  Emotion Recognition  Manifold Regularization  
Cost-Sensitive Broad Learning System for Imbalanced Classification and Its Medical Application Journal article
Mathematics, 2022,Volume: 10,Issue: 5
Authors:  Yao, Liang;  Wong, Pak Kin;  Zhao, Baoliang;  Wang, Ziwen;  Lei, Long;  Wang, Xiaozheng;  Hu, Ying
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Broad Learning System  Cost-sensitive Learning  Imbalanced Data  Medical Diagnosis  Ultrasound Breast Cancer Diagnosis