A data-driven hybrid ensemble AI model for COVID-19 infection forecast using multiple neural networks and reinforced learning

Modeling and Evaluation of the Joint Prevention and Control Mechanism for Curbing COVID-19 in Wuhan

(2022) Linhua Zhou et al.   BULLETIN OF MATHEMATICAL BIOLOGY

Modeling for COVID-19 with the contacting distance

(2022) Zhihui Ma et al.   NONLINEAR DYNAMICS

Inference on the dynamics of COVID-19 in the United States

(2022) Satarupa Bhattacharjee et al.   Scientific Reports

A spatiotemporal machine learning approach to forecasting COVID-19 incidence at the county level in the USA

(2022) Benjamin Lucas et al.   International Journal of Data Science and Analytics

Spatial-Temporal Relationship Between Population Mobility and COVID-19 Outbreaks in South Carolina: Time Series Forecasting Analysis

(2021) Chengbo Zeng et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Predicting the incidence of COVID-19 using data mining

(2021) Fatemeh Ahouz et al.   BMC PUBLIC HEALTH

Real-time Prediction of the Daily Incidence of COVID-19 in 215 Countries and Territories Using Machine Learning: Model Development and Validation

(2021) Yuanyuan Peng et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

An integrated framework for building trustworthy data-driven epidemiological models: Application to the COVID-19 outbreak in New York City

(2021) Sheng Zhang et al.   PLoS Computational Biology

Grey forecasting models based on internal optimization for Novel Corona virus (COVID-19)

(2021) Akash Saxena   APPLIED SOFT COMPUTING

Predicting COVID-19 incidence in French hospitals using human contact network analytics

(2021) Christian Selinger et al.   INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES

Beware of the second wave of COVID-19

(2020) Shunqing Xu et al.   LANCET

A machine learning forecasting model for COVID-19 pandemic in India

(2020) R. Sujath et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Naive Forecast for COVID-19 in Utah Based on the South Korea and Italy Models-the Fluctuation between Two Extremes

(2020) Fares Qeadan et al.   International Journal of Environmental Research and Public Health

Forecasting COVID-19-Associated Hospitalizations under Different Levels of Social Distancing in Lombardy and Emilia-Romagna, Northern Italy: Results from an Extended SEIR Compartmental Model

(2020) Chiara Reno et al.   Journal of Clinical Medicine

Modelling and forecasting of COVID-19 spread using wavelet-coupled random vector functional link networks

(2020) Barenya Bikash Hazarika et al.   APPLIED SOFT COMPUTING

Time series forecasting of COVID-19 transmission in Canada using LSTM networks

(2020) Vinay Kumar Reddy Chimmula et al.   CHAOS SOLITONS & FRACTALS

Real-time forecasts and risk assessment of novel coronavirus (COVID-19) cases: A data-driven analysis

(2020) Tanujit Chakraborty et al.   CHAOS SOLITONS & FRACTALS

Short-term forecasting COVID-19 cumulative confirmed cases: Perspectives for Brazil

(2020) Matheus Henrique Dal Molin Ribeiro et al.   CHAOS SOLITONS & FRACTALS

Reconstruction of the full transmission dynamics of COVID-19 in Wuhan

(2020) Xingjie Hao et al.   NATURE

Artificial Neural Network Modeling of Novel Coronavirus (COVID-19) Incidence Rates across the Continental United States

(2020) Abolfazl Mollalo et al.   International Journal of Environmental Research and Public Health

Predicting COVID-19 in China Using Hybrid AI Model

(2020) Nanning Zheng et al.   IEEE Transactions on Cybernetics

Optimal path planning approach based on Q-learning algorithm for mobile robots

(2020) Abderraouf Maoudj et al.   APPLIED SOFT COMPUTING

Turn to the Internet First? Using Online Medical Behavioral Data to Forecast COVID-19 Epidemic Trend

(2020) Wensen Huang et al.   INFORMATION PROCESSING & MANAGEMENT

Deep learning-based forecasting model for COVID-19 outbreak in Saudi Arabia

(2020) Ammar H. Elsheikh et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Deep Architecture for Traffic Flow Prediction: Deep Belief Networks With Multitask Learning

(2014) Wenhao Huang et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Neural network Reinforcement Learning for visual control of robot manipulators

(2012) Zoran Miljković et al.   EXPERT SYSTEMS WITH APPLICATIONS

On the use of cross-validation for time series predictor evaluation

(2012) Christoph Bergmeir et al.   INFORMATION SCIENCES