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Predicting the Geographic Spread of the COVID-19 Pandemic: A Case Study from Brazil Book chapter
出自: Predictive Models for Decision Support in the COVID-19 Crisis, Cham:Springer, 2021, 页码: 89-98
Authors:  Joao Alexandre Lobo Marques;  Francisco Nauber Bernardo Gois;  José Xavier-Neto;  Simon James Fong
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Epidemiology Compartmental Models—SIR, SEIR, and SEIR with Intervention Book chapter
出自: Predictive Models for Decision Support in the COVID-19 Crisis, Cham:Springer, 2021, 页码: 15-39
Authors:  Joao Alexandre Lobo Marques;  Francisco Nauber Bernardo Gois;  José Xavier-Neto;  Simon James Fong
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Nonlinear Prediction for the COVID-19 Data Based on Quadratic Kalman Filtering Book chapter
出自: Predictive Models for Decision Support in the COVID-19 Crisis, Cham:Springer, 2021, 页码: 55-68
Authors:  Joao Alexandre Lobo Marques;  Francisco Nauber Bernardo Gois;  José Xavier-Neto;  Simon James Fong
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Prediction for Decision Support During the COVID-19 Pandemic Book chapter
出自: Predictive Models for Decision Support in the COVID-19 Crisis, Cham:Springer, 2021, 页码: 1-13
Authors:  Joao Alexandre Lobo Marques;  Francisco Nauber Bernardo Gois;  José Xavier-Neto;  Simon James Fong
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Forecasting COVID-19 Time Series Based on an Autoregressive Model Book chapter
出自: Predictive Models for Decision Support in the COVID-19 Crisis, Cham:Springer, 2021, 页码: 41-54
Authors:  Joao Alexandre Lobo Marques;  Francisco Nauber Bernardo Gois;  José Xavier-Neto;  Simon James Fong
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Artificial Intelligence Prediction for the COVID-19 Data Based on LSTM Neural Networks and H2O AutoML Book chapter
出自: Predictive Models for Decision Support in the COVID-19 Crisis, Cham:Springer, 2021, 页码: 69-87
Authors:  Joao Alexandre Lobo Marques;  Francisco Nauber Bernardo Gois;  José Xavier-Neto;  Simon James Fong
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Multi-view convolutional neural network with leader and long-tail particle swarm optimizer for enhancing heart disease and breast cancer detection Journal article
Neural Computing and Applications, 2020,Volume: 32,Issue: 19,Page: 15469-15488
Authors:  Kun Lan;  Liansheng Liu;  Tengyue Li;  Yuhao Chen;  Simon Fong;  Joao Alexandre Lobo Marques;  Raymond K. Wong;  Rui Tang
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Convolutional Neural Network  Leader And Long-tail  Particle Swarm Optimization  Parameter Optimization  Heart Disease  Breast Cancer  
Multi-view Convolution Neural Network with Swarm Search Based Hyperparameter Optimization for Enhancing Heart Disease and Breast Cancer Detection Conference paper
5th International Conference on Soft Computing and Machine Intelligence, ISCMI 2018, Nairobi, Kenya, 21-22 Nov. 2018
Authors:  Kun Lan;  Tengyue Li;  Simon Fong;  Joao Alexandre Lobo Marques;  Raymond K. Wong
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Convolution Neural Network  Pso  Hyperparameter Optimization  Ctg  Breast Cancer  
Fast Cluster-learning with Prior Probability from Big Dataset Conference paper
5th International Conference on Soft Computing and Machine Intelligence, ISCMI 2018, Nairobi, Kenya, 21-22 Nov. 2018
Authors:  Tengyue Li;  Simon Fong;  Joao Alexandre Lobo Marques;  Raymond K. Wong
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Association Rule Mining  Clustering  Preprocessing  Prior Probability