Support Vector Regression Integrated with Fruit Fly Optimization Algorithm for River Flow Forecasting in Lake Urmia Basin

Estimating Daily Dew Point Temperature Using Machine Learning Algorithms

(2019) Sultan Noman Qasem et al.   Water

Bayesian model averaging for river flow prediction

(2018) Paul J. Darwen   APPLIED INTELLIGENCE

Daily river flow prediction based on Two-Phase Constructive Fuzzy Systems Modeling: A case of hydrological – meteorological measurements asymmetry

(2018) Bassam Bou-Fakhreddine et al.   JOURNAL OF HYDROLOGY

Simulation and forecasting of streamflows using machine learning models coupled with base flow separation

(2018) Hakan Tongal et al.   JOURNAL OF HYDROLOGY

Multi-layer perceptron hybrid model integrated with the firefly optimizer algorithm for windspeed prediction of target site using a limited set of neighboring reference station data

(2018) Ravinesh C. Deo et al.   RENEWABLE ENERGY

Wavelet neural networks and gene expression programming models to predict short-term soil temperature at different depths

(2018) Saeed Samadianfard et al.   SOIL & TILLAGE RESEARCH

Prediction of river flow using hybrid neuro-fuzzy models

(2018) Armin Azad et al.   Arabian Journal of Geosciences

Flood Prediction Using Machine Learning Models: Literature Review

(2018) Amir Mosavi et al.   Water

Multi-Model Approaches for Improving Seasonal Ensemble Streamflow Prediction Scheme with Various Statistical Post-Processing Techniques in the Canadian Prairie Region

(2018) Ameer Muhammad et al.   Water

An ensemble prediction of flood susceptibility using multivariate discriminant analysis, classification and regression trees, and support vector machines

(2018) Bahram Choubin et al.   SCIENCE OF THE TOTAL ENVIRONMENT

An enhanced extreme learning machine model for river flow forecasting: State-of-the-art, practical applications in water resource engineering area and future research direction

(2018) Zaher Mundher Yaseen et al.   JOURNAL OF HYDROLOGY

River flow prediction using hybrid models of support vector regression with the wavelet transform, singular spectrum analysis and chaotic approach

(2017) Özlem Baydaroğlu et al.   METEOROLOGY AND ATMOSPHERIC PHYSICS

Support vector regression with fruit fly optimization algorithm for seasonal electricity consumption forecasting

(2016) Guohua Cao et al.   ENERGY

Seasonal SVR with FOA algorithm for single-step and multi-step ahead forecasting in monthly inbound tourist flow

(2016) Wu Lijuan et al.   KNOWLEDGE-BASED SYSTEMS

Determining Flow Friction Factor in Irrigation Pipes Using Data Mining and Artificial Intelligence Approaches

(2014) Saeed Samadianfard et al.   APPLIED ARTIFICIAL INTELLIGENCE

M5 model tree application in daily river flow forecasting in Sohu Stream, Turkey

(2013) M. Taghi Sattari et al.   Water Resources

Monthly river flow forecasting using artificial neural network and support vector regression models coupled with wavelet transform

(2012) Aman Mohammad Kalteh   COMPUTERS & GEOSCIENCES

A new Fruit Fly Optimization Algorithm: Taking the financial distress model as an example

(2011) Wen-Tsao Pan   KNOWLEDGE-BASED SYSTEMS

A Novel hybrid genetic algorithm for kernel function and parameter optimization in support vector regression

(2008) Chih-Hung Wu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Estimation of daily suspended sediments using support vector machines

(2008) MESUT ÇIMEN   HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES

River stage prediction based on a distributed support vector regression

(2008) C.L. Wu et al.   JOURNAL OF HYDROLOGY