A Hybrid Multi-Objective Optimizer-Based SVM Model for Enhancing Numerical Weather Prediction: A Study for the Seoul Metropolitan Area

A greedy non‐hierarchical grey wolf optimizer for real‐world optimization

(2021) Ebrahim Akbari et al.   ELECTRONICS LETTERS

ARIMA Model Estimation Based on Genetic Algorithm for COVID-19 Mortality Rates

(2021) Mohanad A. Deif et al.   INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING

Application of variational mode decomposition and chaotic grey wolf optimizer with support vector regression for forecasting electric loads

(2021) Zichen Zhang et al.   KNOWLEDGE-BASED SYSTEMS

Automated Triage System for Intensive Care Admissions during the COVID-19 Pandemic Using Hybrid XGBoost-AHP Approach

(2021) Mohanad A. Deif et al.   SENSORS

Early dynamics of transmission and control of COVID-19: a mathematical modelling study

(2020) Adam J Kucharski et al.   LANCET INFECTIOUS DISEASES

Comparative Assessment of Various Machine Learning‐Based Bias Correction Methods for Numerical Weather Prediction Model Forecasts of Extreme Air Temperatures in Urban Areas

(2020) Dongjin Cho et al.   Earth and Space Science

Short-term wind speed forecasting based on the Jaya-SVM model

(2020) Mingshuai Liu et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

A hybrid multi-objective optimizer-based model for daily electricity demand prediction considering COVID-19

(2020) Hongfang Lu et al.   ENERGY

Time Series ARIMA Model for Prediction of Daily and Monthly Average Global Solar Radiation: The Case Study of Seoul, South Korea

(2019) Mohammed Alsharif et al.   Symmetry-Basel

Deep learning and process understanding for data-driven Earth system science

(2019) Markus Reichstein et al.   NATURE

Evaluation and forecasting of solar radiation using time series adaptive neuro-fuzzy inference system: Seoul city as a case study

(2019) Mohammed H. Alsharif et al.   IET Renewable Power Generation

Predicting permeability changes with injecting CO2 in coal seams during CO2 geological sequestration: A comparative study among six SVM-based hybrid models

(2019) Hao Yan et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Mapping forest change using stacked generalization: An ensemble approach

(2018) Sean P. Healey et al.   REMOTE SENSING OF ENVIRONMENT

Development of an Urban High-Resolution Air Temperature Forecast System for Local Weather Information Services Based on Statistical Downscaling

(2018) Chaeyeon Yi et al.   Atmosphere

Opportunities and Challenges of Solar and Wind Energy in South Korea: A Review

(2018) Mohammed Alsharif et al.   Sustainability

The effects of handling outliers on the performance of bankruptcy prediction models

(2018) Tamás Nyitrai et al.   SOCIO-ECONOMIC PLANNING SCIENCES

The Impact of Satellite-Derived Land Surface Temperatures on Numerical Weather Prediction Analyses and Forecasts

(2017) B. Candy et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Numerical weather prediction revisions using the locally trained differential polynomial network

(2016) Ladislav Zjavka   EXPERT SYSTEMS WITH APPLICATIONS

Multi-objective grey wolf optimizer: A novel algorithm for multi-criterion optimization

(2016) Seyedali Mirjalili et al.   EXPERT SYSTEMS WITH APPLICATIONS

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Evaluation of statistical bias correction methods for numerical weather prediction model forecasts of maximum and minimum temperatures

(2014) V. R. Durai et al.   NATURAL HAZARDS

Enhanced artificial intelligence for ensemble approach to predicting high performance concrete compressive strength

(2013) Jui-Sheng Chou et al.   CONSTRUCTION AND BUILDING MATERIALS

Use of support vector machines (SVMs) to predict distribution of an invasive water fern Azolla filiculoides (Lam.) in Anzali wetland, southern Caspian Sea, Iran

(2012) Roghayeh Sadeghi et al.   ECOLOGICAL MODELLING

Kalman filter and correction of the temperatures estimated by PRECIS model

(2011) José Ruy Porto de Carvalho et al.   ATMOSPHERIC RESEARCH

Correction of 2 m-temperature forecasts using Kalman Filtering technique

(2007) Renata Libonati et al.   ATMOSPHERIC RESEARCH