Learning from Multiple Models Using Artificial Intelligence to Improve Model Prediction Accuracies: Application to River Flows

Uncertainty assessment of the multilayer perceptron (MLP) neural network model with implementation of the novel hybrid MLP-FFA method for prediction of biochemical oxygen demand and dissolved oxygen: a case study of Langat River

(2017) Bahare Raheli et al.   Environmental Earth Sciences

Groundwater vulnerability indices conditioned by Supervised Intelligence Committee Machine (SICM)

(2017) Ata Allah Nadiri et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Application of firefly algorithm-based support vector machines for prediction of field capacity and permanent wilting point

(2017) Mohammad Ali Ghorbani et al.   SOIL & TILLAGE RESEARCH

Modeling river discharge time series using support vector machine and artificial neural networks

(2016) Mohammad Ali Ghorbani et al.   Environmental Earth Sciences

A comparative study of artificial neural network (MLP, RBF) and support vector machine models for river flow prediction

(2016) Mohammad Ali Ghorbani et al.   Environmental Earth Sciences

Prediction of Daily Dewpoint Temperature Using a Model Combining the Support Vector Machine with Firefly Algorithm

(2016) Eiman Tamah Al-Shammari et al.   JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING

Application of soft computing based hybrid models in hydrological variables modeling: a comprehensive review

(2016) Farzad Fahimi et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Prediction of Daily Dewpoint Temperature Using a Model Combining the Support Vector Machine with Firefly Algorithm

(2016) Eiman Tamah Al-Shammari et al.   JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING

A hybrid SVM-FFA method for prediction of monthly mean global solar radiation

(2015) Shahaboddin Shamshirband et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Supervised Intelligence Committee Machine to Evaluate Field Performance of Photocatalytic Asphalt Pavement for Ambient Air Purification

(2015) Ataallah Nadiri et al.   TRANSPORTATION RESEARCH RECORD

Supervised committee machine with artificial intelligence for prediction of fluoride concentration

(2015) Ata Allah Nadiri et al.   JOURNAL OF HYDROINFORMATICS

Supervised Intelligent Committee Machine Method for Hydraulic Conductivity Estimation

(2014) Gokmen Tayfur et al.   WATER RESOURCES MANAGEMENT

Multiple-output support vector regression with a firefly algorithm for interval-valued stock price index forecasting

(2013) Tao Xiong et al.   KNOWLEDGE-BASED SYSTEMS

A Support Vector Machine-Firefly Algorithm based forecasting model to determine malaria transmission

(2013) Sudheer Ch et al.   NEUROCOMPUTING

Streamflow forecasting by SVM with quantum behaved particle swarm optimization

(2012) Sudheer Ch et al.   NEUROCOMPUTING

Comparison of three artificial intelligence techniques for discharge routing

(2011) Rahman Khatibi et al.   JOURNAL OF HYDROLOGY

Investigating chaos in river stage and discharge time series

(2011) Rahman Khatibi et al.   JOURNAL OF HYDROLOGY

Firefly algorithm, stochastic test functions and design optimisation

(2010) Xin She Yang   International Journal of Bio-Inspired Computation

Petrophysical data prediction from seismic attributes using committee fuzzy inference system

(2009) Ali Kadkhodaie-Ilkhchi et al.   COMPUTERS & GEOSCIENCES

A comparison of performance of several artificial intelligence methods for forecasting monthly discharge time series

(2009) Wen-Chuan Wang et al.   JOURNAL OF HYDROLOGY