Professor Ozgur Kisi
Current affiliation: Canik Basari University
Subject: Civil Engineering & Construction
Primary location: Turkey
Evaluating groundwater level fluctuation by support vector regression and neuro-fuzzy methods: a comparative study
Published in:Natural Hazards
Publication date:2015-01-22
Comparison of different methods for developing a stage-discharge curve of the Kizilirmak River
Published in:Journal of Flood Risk Management
Publication date:2013-10-04Development of stage-discharge curve of the Kizilirmak River
SVM, ANFIS, regression and climate based models for reference evapotranspiration modeling using limited climatic data in a semi-arid highland envir...
Published in:Journal of Hydrology
Publication date:2012-06-01
An Empirical Investigation of the Impact of Individual and Work Characteristics on Telecommuting Success
Published in:IEEE Transactions on Professional Communication
Publication date:2011-03-01
Discussion of “Runoff Estimation by Machine Learning Methods and Application to the Euphrates Basin in Turkey” by Abdullah Gokhan Yilmaz and Nitin ...
Published in:Journal of Hydrologic Engineering
Publication date:2015-07-01
Runoff Estimation by Machine Learning Methods and Application to the Euphrates Basin in Turkey
Published in:Journal of Hydrologic Engineering
Publication date:2014-05-01
Intermittent Streamflow Forecasting by Using Several Data Driven Techniques
Published in:Water Resources Management
Publication date:2011-10-11
Extreme Learning Machines: A new approach for prediction of reference evapotranspiration
Published in:Journal of Hydrology
Publication date:2015-08-01
Estimation of daily dew point temperature using genetic programming and neural networks approaches
Published in:Hydrology Research
Publication date:2014-04-01
Local vs. external training of neuro-fuzzy and neural networks models for estimating reference evapotranspiration assessed throughk-fold testing
Published in:Hydrology Research
Publication date:2015-01-01
A genetic programming technique for lake level modeling
Published in:Hydrology Research
Publication date:2014-08-01
Evapotranspiration modeling using a wavelet regression model
Published in:Irrigation Science
Publication date:2010-08-24
Closure to “Comparison of Different Empirical Methods for Estimating Daily Reference Evapotranspiration in Mediterranean Climate” by Ozgur Kisi
Published in:Journal of Irrigation and Drainage Engineering
Publication date:2015-04-01
Comments on
Published in:Advances in Water Resources
Publication date:2009-06-01
Evapotranspiration estimation using feed-forward neural networks
Published in:Water Policy
Publication date:2006-08-01
Türkçede Üçüncü Kişi Buyrum Yapıları
Published in:Ankara Üniversitesi Dil ve Tarih-Coğrafya Fakültesi Dergisi
Publication date:2007-01-01
Reply to comment on ‘Kisi O. 2007. Evapotranspiration modelling from climatic data using a neural computing technique.Hydrological Processes21:1925...
Published in:Hydrological Processes
Publication date:2008-07-01
Reply to comment on ‘Kişi Ö. 2009. Daily pan evaporation modelling using multi-layer perceptrons and radial basis neural networks. Hydrological Pro...
Published in:Hydrological Processes
Publication date:2010-05-20
Modeling solar radiation of Mediterranean region in Turkey by using fuzzy genetic approach
Published in:Energy
Publication date:2014-01-01
Evapotranspiration modelling from climatic data using a neural computing technique
Published in:Hydrological Processes
Publication date:2007-01-01
Time series analysis on marine wind-wave characteristics using chaos theory
Published in:Ocean Engineering
Publication date:2015-05-01
Applicability of Mamdani and Sugeno fuzzy genetic approaches for modeling reference evapotranspiration
Published in:Journal of Hydrology
Publication date:2013-11-01
Monthly pan evaporation modeling using linear genetic programming
Published in:Journal of Hydrology
Publication date:2013-10-01
An innovative method for trend analysis of monthly pan evaporations
Published in:Journal of Hydrology
Publication date:2015-08-01
Evolutionary neural networks for monthly pan evaporation modeling
Published in:Journal of Hydrology
Publication date:2013-08-01
River suspended sediment modelling using a fuzzy logic approach
Published in:Hydrological Processes
Publication date:2006-01-01
Daily pan evaporation modelling using a neuro-fuzzy computing technique
Published in:Journal of Hydrology
Publication date:2006-10-01
The potential of different ANN techniques in evapotranspiration modelling
Published in:Hydrological Processes
Publication date:2008-07-01
A genetic programming approach to suspended sediment modelling
Published in:Journal of Hydrology
Publication date:2008-04-01
Daily suspended sediment estimation using neuro-wavelet models
Published in:International Journal of Earth Sciences
Publication date:2009-06-18
Modeling monthly evaporation using two different neural computing techniques
Published in:Irrigation Science
Publication date:2009-05-15
Daily pan evaporation modeling using linear genetic programming technique
Published in:Irrigation Science
Publication date:2010-07-22
Wavelet Regression Model as an Alternative to Neural Networks for River Stage Forecasting
Published in:Water Resources Management
Publication date:2010-09-30
Wavelet and neuro-fuzzy conjunction model for precipitation forecasting
Published in:Journal of Hydrology
Publication date:2007-08-01
Evolutionary fuzzy models for river suspended sediment concentration estimation
Published in:Journal of Hydrology
Publication date:2009-06-01
Wavelet and neuro-fuzzy conjunction model for streamflow forecasting
Published in:Hydrology Research
Publication date:2011-08-01
River flow forecasting and estimation using different artificial neural network techniques
Published in:Water Policy
Publication date:2008-02-01
Least squares support vector machine for modeling daily reference evapotranspiration
Published in:Irrigation Science
Publication date:2012-04-11
Estimation of Reference Evapotranspiration: Need for Generalized Models
Published in:Irrigation & Drainage Systems Engineering
Publication date:2013-01-01
Anfis to estimate discharge capacity of rectangular side weir
Published in:Proceedings of the Institution of Civil Engineers - Water Management
Publication date:2013-10-01
River suspended sediment concentration modeling using a neural differential evolution approach
Published in:Journal of Hydrology
Publication date:2010-07-01
Wavelet regression model for short-term streamflow forecasting
Published in:Journal of Hydrology
Publication date:2010-08-01
Generalized regression neural networks for evapotranspiration modelling
Published in:Hydrological Sciences Journal
Publication date:2006-12-01
Forecasting daily lake levels using artificial intelligence approaches
Published in:Computers & Geosciences
Publication date:2012-04-01
Modeling discharge-suspended sediment relationship using least square support vector machine
Published in:Journal of Hydrology
Publication date:2012-08-01
Modeling monthly pan evaporations using fuzzy genetic approach
Published in:Journal of Hydrology
Publication date:2013-01-01
River suspended sediment estimation by climatic variables implication: Comparative study among soft computing techniques
Published in:Computers & Geosciences
Publication date:2012-06-01
Modeling reference evapotranspiration using three different heuristic regression approaches
Published in:Agricultural Water Management
Publication date:2016-05-01
Modeling rainfall-runoff process using soft computing techniques
Published in:Computers & Geosciences
Publication date:2013-02-01
Adaptive Neurofuzzy Computing Technique for Evapotranspiration Estimation
Published in:Journal of Irrigation and Drainage Engineering
Publication date:2007-08-01
Adaptive neuro-fuzzy computing technique for suspended sediment estimation
Published in:Advances in Engineering Software
Publication date:2009-06-01
Corrigendum to “An innovative method for trend analysis of monthly pan evaporations” [J. Hydrol. 527 (2015) 1123–1129]
Published in:Journal of Hydrology
Publication date:2015-10-01
Streamflow Forecasting and Estimation Using Least Square Support Vector Regression and Adaptive Neuro-Fuzzy Embedded Fuzzy c-means Clustering
Published in:Water Resources Management
Publication date:2015-08-13
Methods to improve the neural network performance in suspended sediment estimation
Published in:Journal of Hydrology
Publication date:2006-02-01
Investigation of trend analysis of monthly total precipitation by an innovative method
Published in:Theoretical and Applied Climatology
Publication date:2014-06-19
Estimation of Daily Suspended Sediment Load by Using Wavelet Conjunction Models
Published in:Journal of Hydrologic Engineering
Publication date:2012-09-01
Evapotranspiration Modeling Using Linear Genetic Programming Technique
Published in:Journal of Irrigation and Drainage Engineering
Publication date:2010-10-01
Discussion of “Comparative Study of ANNs versus Parametric Methods in Rainfall Frequency Analysis” by Jianxun He and Caterina Valeo
Published in:Journal of Hydrologic Engineering
Publication date:2010-04-01
River Flow Modeling Using Artificial Neural Networks
Published in:Journal of Hydrologic Engineering
Publication date:2004-01-01
Ten-Stage Discrete Flood Routing for Dams Having Gated Spillways
Published in:Journal of Hydrologic Engineering
Publication date:2001-01-01
A probe into the chaotic nature of daily streamflow time series by correlation dimension and largest Lyapunov methods
Published in:Applied Mathematical Modelling
Publication date:2010-12-01
River Suspended Sediment Load Prediction: Application of ANN and Wavelet Conjunction Model
Published in:Journal of Hydrologic Engineering
Publication date:2011-08-01
Modeling Reference Evapotranspiration Using Evolutionary Neural Networks
Published in:Journal of Irrigation and Drainage Engineering
Publication date:2011-10-01
Comparison of Different Empirical Methods for Estimating Daily Reference Evapotranspiration in Mediterranean Climate
Published in:Journal of Irrigation and Drainage Engineering
Publication date:2014-01-01
Streamflow Forecasting Using Different Artificial Neural Network Algorithms
Published in:Journal of Hydrologic Engineering
Publication date:2007-09-01
Neural Networks and Wavelet Conjunction Model for Intermittent Streamflow Forecasting
Published in:Journal of Hydrologic Engineering
Publication date:2009-08-01
An investigation on generalization ability of artificial neural networks and M5 model tree in modeling reference evapotranspiration
Published in:Theoretical and Applied Climatology
Publication date:2015-08-09
Fuzzy Genetic Approach for Modeling Reference Evapotranspiration
Published in:Journal of Irrigation and Drainage Engineering
Publication date:2010-03-01
Importance of hybrid models for forecasting of hydrological variable
Published in:Neural Computing and Applications
Publication date:2015-02-06
Modelling of chemical oxygen demand by using ANNs, ANFIS and k-means clustering techniques
Published in:Journal of Hydrology
Publication date:2014-04-01
Comparison of Mann–Kendall and innovative trend method for water quality parameters of the Kizilirmak River, Turkey
Published in:Journal of Hydrology
Publication date:2014-05-01
Modeling soil temperatures at different depths by using three different neural computing techniques
Published in:Theoretical and Applied Climatology
Publication date:2014-08-07
Discussion of “Comparison of Wavelet-Based ANN and Regression Models for Reservoir Inflow Forecasting” by Krishna Budu
Published in:Journal of Hydrologic Engineering
Publication date:2015-09-01
Discussion of “Evapotranspiration Modeling Using Second-Order Neural Networks” by Sirisha Adamala, N. S. Raghuwanshi, Ashok Mishra, and Mukesh K. T...
Published in:Journal of Hydrologic Engineering
Publication date:2015-09-01
Applicability of a Fuzzy Genetic System for Crack Diagnosis in Timoshenko Beams
Published in:Journal of Computing in Civil Engineering
Publication date:2015-09-01
Applications of hybrid wavelet–Artificial Intelligence models in hydrology: A review
Published in:Journal of Hydrology
Publication date:2014-06-01
Suspended sediment prediction using two different feed-forward back-propagation algorithms
Published in:Canadian Journal of Civil Engineering
Publication date:2007-01-01
Initial assessment of bridge backwater using an artificial neural network approach
Published in:Canadian Journal of Civil Engineering
Publication date:2008-05-01
Evapotranspiration modelling using support vector machines / Modélisation de l'évapotranspiration à l'aide de ‘support vector machines’
Published in:Hydrological Sciences Journal
Publication date:2009-10-01
Corrigendum to “Applications of hybrid wavelet–Artificial Intelligence models in hydrology: A review” [J. Hydrol. 514 (2014) 358–377]
Published in:Journal of Hydrology
Publication date:2014-09-01
Prediction of lateral outflow over triangular labyrinth side weirs under subcritical conditions using soft computing approaches
Published in:Expert Systems with Applications
Publication date:2012-02-01
Modeling of Dissolved Oxygen Concentration Using Different Neural Network Techniques in Foundation Creek, El Paso County, Colorado
Published in:Journal of Environmental Engineering
Publication date:2012-06-01
Damage diagnosis in beam-like structures by artificial neural networks
Published in:Journal of Civil Engineering and Management
Publication date:2015-05-06
Daily water level forecasting using wavelet decomposition and artificial intelligence techniques
Published in:Journal of Hydrology
Publication date:2015-01-01
Predicting daily pan evaporation by soft computing models with limited climatic data
Published in:Hydrological Sciences Journal
Publication date:2015-06-03
Comparison of Two Different Adaptive Neuro-Fuzzy Inference Systems in Modelling Daily Reference Evapotranspiration
Published in:Water Resources Management
Publication date:2014-05-13
Determination of Mean Velocity and Discharge in Natural Streams Using Neuro-Fuzzy and Neural Network Approaches
Published in:Water Resources Management
Publication date:2014-05-17
Neural networks with artificial bee colony algorithm for modeling daily reference evapotranspiration
Published in:Irrigation Science
Publication date:2010-12-17
Short-term and long-term streamflow prediction by using 'wavelet–gene expression' programming approach
Published in:ISH Journal of Hydraulic Engineering
Publication date:2015-11-02
Plunging Flow Depth Estimation in a Stratified Dam Reservoir Using Neuro-Fuzzy Technique
Published in:Water Resources Management
Publication date:2015-05-14
Pan evaporation modeling using least square support vector machine, multivariate adaptive regression splines and M5 model tree
Published in:Journal of Hydrology
Publication date:2015-09-01
REPLY to Discussion of “Precipitation Forecasting Using Wavelet-Genetic Programming and Wavelet-Neuro-Fuzzy Conjunction Models”
Published in:Water Resources Management
Publication date:2012-05-26
Pan Evaporation Modeling Using Neural Computing Approach for Different Climatic Zones
Published in:Water Resources Management
Publication date:2012-06-14
Prediction of Discharge Coefficient for Trapezoidal Labyrinth Side Weir Using a Neuro-Fuzzy Approach
Published in:Water Resources Management
Publication date:2013-01-13
Estimation of Daily Pan Evaporation Using Two Different Adaptive Neuro-Fuzzy Computing Techniques
Published in:Water Resources Management
Publication date:2012-09-30
Precipitation Forecasting Using Wavelet-Genetic Programming and Wavelet-Neuro-Fuzzy Conjunction Models
Published in:Water Resources Management
Publication date:2011-06-03
Estimation of Suspended Sediment Yield in Natural Rivers Using Machine-coded Linear Genetic Programming
Published in:Water Resources Management
Publication date:2010-10-06
Prediction of Millers Ferry Dam Reservoir Level in USA Using Artificial Neural Network
Published in:Periodica Polytechnica Civil Engineering
Publication date:2015-01-01
Predicting the compressive strength of steel fiber added lightweight concrete using neural network
Published in:Computational Materials Science
Publication date:2008-04-01
Modeling River Stage-Discharge Relationships Using Different Neural Network Computing Techniques
Published in:CLEAN - Soil Air Water
Publication date:2009-02-01
Constructing neural network sediment estimation models using a data-driven algorithm
Published in:Mathematics and Computers in Simulation
Publication date:2008-10-01
Evaluation of different data management scenarios for estimating daily reference evapotranspiration
Published in:Hydrology Research
Publication date:2013-11-01
Comment on ‘Nourani V, Mogaddam AA, Nadiri AO. 2008. An ANN-based model for spatiotemporal groundwater level forecasting.Hydrological Processes22: ...
Published in:Hydrological Processes
Publication date:2009-01-01
Daily suspended sediment modelling using a fuzzy differential evolution approach / Modélisation journalière des matières en suspension par une appr...
Published in:Hydrological Sciences Journal
Publication date:2004-02-01
Forecasting daily stream flows using artificial intelligence approaches
Published in:ISH Journal of Hydraulic Engineering
Publication date:2012-09-01
Estimating Daily Pan Evaporation Using Different Data-Driven Methods and Lag-Time Patterns
Published in:Water Resources Management
Publication date:2013-02-08
Estimation of total sediment load concentration obtained by experimental study using artificial neural networks
Published in:Environmental Fluid Mechanics
Publication date:2007-07-03
Comparison of two different data-driven techniques in modeling lake level fluctuations in Turkey
Published in:Journal of Hydrology
Publication date:2009-11-01
Estimation of dew point temperature using neuro-fuzzy and neural network techniques
Published in:Theoretical and Applied Climatology
Publication date:2013-02-05
Modelling long-term monthly temperatures by several data-driven methods using geographical inputs
Published in:International Journal of Climatology
Publication date:2015-01-08MODELLING LONG-TERM MONTHLY TEMPERATURES BY SEVERAL DATA-DRIVEN METHODS
River Flow Estimation and Forecasting by Using Two Different Adaptive Neuro-Fuzzy Approaches
Published in:Water Resources Management
Publication date:2012-02-01
Fuzzy Genetic Approach for Estimating Reference Evapotranspiration of Turkey: Mediterranean Region
Published in:Water Resources Management
Publication date:2013-05-21
Prediction of Hydropower Energy Using ANN for the Feasibility of Hydropower Plant Installation to an Existing Irrigation Dam
Published in:Water Resources Management
Publication date:2007-06-06
Damage detection in Timoshenko beam structures by multilayer perceptron and radial basis function networks
Published in:Neural Computing and Applications
Publication date:2012-11-15
Estimation of Monthly Mean Reference Evapotranspiration in Turkey
Published in:Water Resources Management
Publication date:2013-11-22
A combined generalized regression neural network wavelet model for monthly streamflow prediction
Published in:KSCE Journal of Civil Engineering
Publication date:2011-11-01
Investigation of Empirical Mode Decomposition in Forecasting of Hydrological Time Series
Published in:Water Resources Management
Publication date:2014-06-24
Prediction of debonding strength for masonry elements retrofitted with FRP composites using neuro fuzzy and neural network approaches
Published in:Composites Part B Engineering
Publication date:2015-03-01
Estimation of mean monthly air temperatures in Turkey
Published in:Computers and Electronics in Agriculture
Publication date:2014-11-01
A machine code-based genetic programming for suspended sediment concentration estimation
Published in:Advances in Engineering Software
Publication date:2010-07-01
Modeling dimensionless longitudinal dispersion coefficient in natural streams using artificial intelligence methods
Published in:KSCE Journal of Civil Engineering
Publication date:2013-09-13
Determining Flow Friction Factor in Irrigation Pipes Using Data Mining and Artificial Intelligence Approaches
Published in:Applied Artificial Intelligence
Publication date:2014-09-14
Neural networks for estimation of discharge capacity of triangular labyrinth side-weir located on a straight channel
Published in:Expert Systems with Applications
Publication date:2011-01-01
Short-term and long-term streamflow forecasting using a wavelet and neuro-fuzzy conjunction model
Published in:Journal of Hydrology
Publication date:2010-11-01
Neuro-fuzzy and neural network techniques for forecasting sea level in Darwin Harbor, Australia
Published in:Computers & Geosciences
Publication date:2013-03-01
Frequency analyses of annual extreme rainfall series from 5 min to 24 h
Published in:Hydrological Processes
Publication date:2010-11-04
Reply to the Discussion of “Evapotranspiration modelling using support vector machines” by R. J. Abrahartet al.
Published in:Hydrological Sciences Journal
Publication date:2010-11-29
Discussion of “Application of neural network and adaptive neuro-fuzzy inference systems for river flow prediction”*
Published in:Hydrological Sciences Journal
Publication date:2010-11-29
Comparison of different ANN techniques in river flow prediction
Published in:Civil Engineering and Environmental Systems
Publication date:2007-09-01
Discussion of ȁFuzzy logic model approaches to daily pan evaporation estimation in western Turkeyȁ
Published in:Hydrological Sciences Journal
Publication date:2005-08-01
Prediction of long-term monthly air temperature using geographical inputs
Published in:International Journal of Climatology
Publication date:2013-03-04PREDICTION OF AIR TEMPERATURE USING GEOGRAPHICAL INPUTS
Performance of radial basis and LM-feed forward artificial neural networks for predicting daily watershed runoff
Published in:Applied Soft Computing
Publication date:2013-12-01
Modeling of Suspended Sediment Concentration Carried in Natural Streams Using Fuzzy Genetic Approach
Published in:Computational Intelligence Techniques in Earth and Environmental Sciences
Publication date:2014-01-01
Bridge afflux analysis through arched bridge constrictions using artificial intelligence methods
Published in:Civil Engineering and Environmental Systems
Publication date:2009-09-01
A wavelet-support vector machine conjunction model for monthly streamflow forecasting
Published in:Journal of Hydrology
Publication date:2011-03-01
Comparison of genetic programming with neuro-fuzzy systems for predicting short-term water table depth fluctuations
Published in:Computers & Geosciences
Publication date:2011-10-01
Use of artificial neural networks for prediction of discharge coefficient of triangular labyrinth side weir in curved channels
Published in:Advances in Engineering Software
Publication date:2011-04-01
Comparison of three artificial intelligence techniques for discharge routing
Published in:Journal of Hydrology
Publication date:2011-06-01
Two hybrid Artificial Intelligence approaches for modeling rainfall–runoff process
Published in:Journal of Hydrology
Publication date:2011-05-01
Predicting behavior of FRP-confined concrete using neuro fuzzy, neural network, multivariate adaptive regression splines and M5 model tree techniques
Published in:Materials and Structures
Publication date:2016-01-05
Investigating chaos in river stage and discharge time series
Published in:Journal of Hydrology
Publication date:2012-01-01
Precipitation forecasting by using wavelet-support vector machine conjunction model
Published in:Engineering Applications of Artificial Intelligence
Publication date:2012-06-01
Lake Level Forecasting Using Wavelet-SVR, Wavelet-ANFIS and Wavelet-ARMA Conjunction Models
Published in:Water Resources Management
Publication date:2015-09-24
Modeling discharge–sediment relationship using neural networks with artificial bee colony algorithm
Published in:Journal of Hydrology
Publication date:2012-03-01
Wind Speed Prediction by using Different Wavelet Conjunction Models
Published in:The International Journal of Ocean and Climate Systems
Publication date:2011-09-01
Suspended sediment modeling using genetic programming and soft computing techniques
Published in:Journal of Hydrology
Publication date:2012-07-01
Prediction of long-term monthly precipitation using several soft computing methods without climatic data
Published in:International Journal of Climatology
Publication date:2015-02-13PREDİCTİON OF LONG-TERM MONTHLY PRECİPİTATİON
Application of least square support vector machine and multivariate adaptive regression spline models in long term prediction of river water pollution
Published in:Journal of Hydrology
Publication date:2016-03-01
Flood Hazard Mapping by Using Geographic Information System and Hydraulic Model: Mert River, Samsun, Turkey
Published in:Advances in Meteorology
Publication date:2016-01-01
Evaluation of data driven models for river suspended sediment concentration modeling
Published in:Journal of Hydrology
Publication date:2016-04-01
Predicting discharge capacity of triangular labyrinth side weir located on a straight channel by using an adaptive neuro-fuzzy technique
Published in:Advances in Engineering Software
Publication date:2010-02-01
Independent testing for assessing the calibration of the Hargreaves–Samani equation: New heuristic alternatives for Iran
Published in:Computers and Electronics in Agriculture
Publication date:2015-09-01
Modelling solar radiation reached to the Earth using ANFIS, NN-ARX, and empirical models (Case studies: Zahedan and Bojnurd stations)
Published in:Journal of Atmospheric and Solar-Terrestrial Physics
Publication date:2015-02-01
Application of Artificial Intelligence to Estimate Daily Pan Evaporation Using Available and Estimated Climatic Data in the Khozestan Province (Sou...
Published in:Journal of Irrigation and Drainage Engineering
Publication date:2011-07-01
Generalized Neurofuzzy Models for Estimating Daily Pan Evaporation Values from Weather Data
Published in:Journal of Irrigation and Drainage Engineering
Publication date:2012-04-01
Discussion of “Daily Pan Evaporation Modeling in a Hot and Dry Climate” by J. Piri, S. Amin, A. Moghaddamnia, A. Keshavarz, D. Han, and R. Remesan
Published in:Journal of Hydrologic Engineering
Publication date:2010-08-01
Discussion of “Estimating Actual Evapotranspiration from Limited Climatic Data Using Neural Computing Technique” by K. P. Sudheer, A. K. Gosain, an...
Published in:Journal of Irrigation and Drainage Engineering
Publication date:2005-04-01
Discussion of “Forecasting of Reference Evapotranspiration by Artificial Neural Networks” by Slavisa Trajkovic, Branimir Todorovic, and Miomir Stan...
Published in:Journal of Irrigation and Drainage Engineering
Publication date:2005-08-01
Performance Evaluation of ANN and ANFIS Models for Estimating Garlic Crop Evapotranspiration
Published in:Journal of Irrigation and Drainage Engineering
Publication date:2011-05-01
Discussion of “Comparison of Artificial Neural Network Models for Sediment Yield Prediction at Single Gauging Station of Watershed in Eastern India...
Published in:Journal of Hydrologic Engineering
Publication date:2014-03-01
Discussion of “Comparison of Different Empirical Methods for Estimating Daily Reference Evapotranspiration in Mediterranean Climate” by Ozgur Kisi
Published in:Journal of Irrigation and Drainage Engineering
Publication date:2015-04-01
Discussion of “Evaluation of MLP-ANN Training Algorithms for Modeling Soil Pore-Water Pressure Responses to Rainfall” by M. R. Mustafa, R. B. Rezau...
Published in:Journal of Hydrologic Engineering
Publication date:2014-06-01
Discussion of “Simple ET0 Forms of Penman’s Equation without Wind and/or Humidity Data. I: Theoretical Development” by John D. Valiantzas
Published in:Journal of Irrigation and Drainage Engineering
Publication date:2014-07-01
Discussion of “Improved Particle Swarm Optimization–Based Artificial Neural Network for Rainfall-Runoff Modeling” by Mohsen Asadnia, Lloyd H. C. Ch...
Published in:Journal of Hydrologic Engineering
Publication date:2015-09-01
Prediction of fatty acid composition of vegetable oils based on rheological measurements using nonlinear models
Published in:European Journal of Lipid Science and Technology
Publication date:2012-07-18
Modelling daily suspended sediment of rivers in Turkey using several data-driven techniques / Modélisation de la charge journalière en matières en ...
Published in:Hydrological Sciences Journal
Publication date:2008-12-01
Application of Non-linear Models to Predict Inhibition Effects of Various Plant Hydrosols on Listeria monocytogenes Inoculated on Fresh-Cut Apples
Published in:Foodborne Pathogens and Disease
Publication date:2012-07-01
Generalizability of Gene Expression Programming-based approaches for estimating daily reference evapotranspiration in coastal stations of Iran
Published in:Journal of Hydrology
Publication date:2014-01-01
Prediction of Short-Term Operational Water Levels Using an Adaptive Neuro-Fuzzy Inference System
Published in:Journal of Waterway Port Coastal and Ocean Engineering
Publication date:2011-11-01
Multiple linear regression, multi-layer perceptron network and adaptive neuro-fuzzy inference system for forecasting precipitation based on large-s...
Published in:Hydrological Sciences Journal
Publication date:2016-03-24
“Comparison of genetic programming with neuro-fuzzy systems for predicting short-term water table depth fluctuations” by Jalal Shiri & Ozgur Ki...
Published in:Computers & Geosciences
Publication date:2013-07-01
Predicting groundwater level fluctuations with meteorological effect implications—A comparative study among soft computing techniques
Published in:Computers & Geosciences
Publication date:2013-07-01
Long-term monthly evapotranspiration modeling by several data-driven methods without climatic data
Published in:Computers and Electronics in Agriculture
Publication date:2015-07-01
Comparison of Different Data-Driven Approaches for Modeling Lake Level Fluctuations: The Case of Manyas and Tuz Lakes (Turkey)
Published in:Water Resources Management
Publication date:2015-01-07
Letter to the Editor on “Precipitation Forecasting Using Wavelet-Genetic Programming and Wavelet-Neuro-Fuzzy Conjunction Models” by Ozgur Kisi &...
Published in:Water Resources Management
Publication date:2012-05-31
A survey of water level fluctuation predicting in Urmia Lake using support vector machine with firefly algorithm
Published in:Applied Mathematics and Computation
Publication date:2015-11-01
Prediction of Effect of Natural Antioxidant Compounds on Hazelnut Oil Oxidation by Adaptive Neuro-Fuzzy Inference System and Artificial Neural Network
Published in:Journal of Food Science
Publication date:2011-04-14
Estimating daily reference evapotranspiration using available and estimated climatic data by adaptive neuro-fuzzy inference system (ANFIS) and arti...
Published in:Hydrology Research
Publication date:2013-12-01
Application of two different neural network techniques to lateral outflow over rectangular side weirs located on a straight channel
Published in:Advances in Engineering Software
Publication date:2010-06-01
Comparison of heuristic and empirical approaches for estimating reference evapotranspiration from limited inputs in Iran
Published in:Computers and Electronics in Agriculture
Publication date:2014-10-01
Multi-layer perceptrons with Levenberg-Marquardt training algorithm for suspended sediment concentration prediction and estimation / Prévision et e...
Published in:Hydrological Sciences Journal
Publication date:2004-12-01
Suspended sediment estimation using neuro-fuzzy and neural network approaches/Estimation des matières en suspension par des approches neurofloues e...
Published in:Hydrological Sciences Journal
Publication date:2005-08-01
An artificial neural network model for the prediction of critical submergence for intake in a stratified fluid medium
Published in:Civil Engineering and Environmental Systems
Publication date:2009-12-01
Daily reference evapotranspiration modeling by using genetic programming approach in the Basque Country (Northern Spain)
Published in:Journal of Hydrology
Publication date:2012-01-01
Comparison of Gene Expression Programming with neuro-fuzzy and neural network computing techniques in estimating daily incoming solar radiation in ...
Published in:Energy Conversion and Management
Publication date:2012-10-01
A Wavelet and Neuro-fuzzy Conjunction Model to Forecast Air Temperature Variations at Coastal Sites
Published in:The International Journal of Ocean and Climate Systems
Publication date:2015-12-01
Global cross-station assessment of neuro-fuzzy models for estimating daily reference evapotranspiration
Published in:Journal of Hydrology
Publication date:2013-02-01
Forecasting Sea Water Levels at Mukho Station, South Korea Using Soft Computing Techniques
Published in:The International Journal of Ocean and Climate Systems
Publication date:2014-12-01
Forecasting Water Level Fluctuations of Urmieh Lake using Gene Expression Programming and Adaptive Neuro-Fuzzy Inference System
Published in:The International Journal of Ocean and Climate Systems
Publication date:2012-06-01
Modeling and comparison of hourly photosynthetically active radiation in different ecosystems
Published in:Renewable and Sustainable Energy Reviews
Publication date:2016-04-01
Daily pan evaporation modeling using chi-squared automatic interaction detector, neural networks, classification and regression tree
Published in:Computers and Electronics in Agriculture
Publication date:2016-03-01
Modeling antimicrobial effect of different grape pomace and extracts on S. aureus and E. coli in vegetable soup using artificial neural network and...
Published in:Expert Systems with Applications
Publication date:2012-06-01
Evaluation of MLP-ANN Training Algorithms for Modeling Soil Pore-Water Pressure Responses to Rainfall
Published in:Journal of Hydrologic Engineering
Publication date:2013-01-01
Modeling of Dissolved Oxygen in River Water Using Artificial Intelligence Techniques
Published in:Journal of Environmental Informatics
Publication date:2013-12-20
System dynamics simulation of soil water resources with data support from the Yucheng Comprehensive Experimental Station, North China
Published in:Hydrology Research
Publication date:2013-07-01
Estimating soil wetting patterns for drip irrigation using genetic programming
Published in:Spanish Journal of Agricultural Research
Publication date:2012-11-28
Wavelet regression model as an alternative to neural networks for monthly streamflow forecasting
Published in:Hydrological Processes
Publication date:2009-12-15
Suspended sediment concentration estimation by an adaptive neuro-fuzzy and neural network approaches using hydro-meteorological data
Published in:Journal of Hydrology
Publication date:2009-03-01
Neural network and wavelet conjunction model for modelling monthly level fluctuations in Turkey
Published in:Hydrological Processes
Publication date:2009-07-01
Daily pan evaporation modelling using multi-layer perceptrons and radial basis neural networks
Published in:Hydrological Processes
Publication date:2009-01-15
Stream flow forecasting using neuro-wavelet technique
Published in:Hydrological Processes
Publication date:2008-09-30
Estimating Actual Evapotranspiration from Limited Climatic Data Using Neural Computing Technique
Published in:Journal of Irrigation and Drainage Engineering
Publication date:2003-06-01
A new approach for modeling suspended sediment: Evolutionary fuzzy approach
Published in:Hydrology and Earth System Sciences Discussions
Publication date:2016-05-31
Comparison of six different soft computing methods in modeling evaporation in different climates
Published in:Hydrology and Earth System Sciences Discussions
Publication date:2016-05-23
Suspended Sediment Modeling Using Neuro-Fuzzy Embedded Fuzzy c-Means Clustering Technique
Published in:Water Resources Management
Publication date:2016-06-19
A nonlinear modelling-based high-order response surface method for predicting monthly pan evaporations
Published in:Hydrology and Earth System Sciences Discussions
Publication date:2016-06-13
Hydrological Hazards in a Changing Environment: Early Warning, Forecasting, and Impact Assessment
Published in:Advances in Meteorology
Publication date:2016-01-01
A New Approach for Modeling Sediment-Discharge Relationship: Local Weighted Linear Regression
Published in:Water Resources Management
Publication date:2016-10-10
Prediction of Water-Level in the Urmia Lake Using the Extreme Learning Machine Approach
Published in:Water Resources Management
Publication date:2016-09-06
Novel Predictive Model of the Debonding Strength for Masonry Members Retrofitted with FRP
Published in:Applied Sciences
Publication date:2016-11-05
Trend Analysis of Maximum Hydrologic Drought Variables Using Mann-Kendall and Şen's Innovative Trend Method
Published in:River Research and Applications
Publication date:2016-01-01Trend Analysis of Maximum Hydrologic Drought Variables
Groundwater budget forecasting, using hybrid wavelet-ANN-GP modelling: a case study of Azarshahr Plain, East Azerbaijan, Iran
Published in:Hydrology Research
Publication date:2016-05-03
Modifying Hargreaves–Samani equation with meteorological variables for estimation of reference evapotranspiration in Turkey
Published in:Hydrology Research
Publication date:2016-05-27
Assessment of rainfall aggregation and disaggregation using data-driven models and wavelet decomposition
Published in:Hydrology Research
Publication date:2016-03-01
Joint modelling of annual maximum drought severity and corresponding duration
Published in:Journal of Hydrology
Publication date:2016-12-01
Estimation of dissolved oxygen by using neural networks and neuro fuzzy computing techniques
Published in:KSCE Journal of Civil Engineering
Publication date:2016-09-12
Reply to the comments on “Comparison of Mann–Kendall and innovative trend method for water quality parameters of the Kizilirmak River, Turkey” by K...
Published in:Journal of Hydrology
Publication date:2016-07-01
Damage detection in structural beam elements using hybrid neuro fuzzy systems
Published in:Smart Structures and Systems
Publication date:2015-12-25
A nonlinear mathematical modeling of daily pan evaporation based on conjugate gradient method
Published in:Computers and Electronics in Agriculture
Publication date:2016-09-01
River Stage Forecasting Using Wavelet Packet Decomposition and Machine Learning Models
Published in:Water Resources Management
Publication date:2016-06-23
Predicting river daily flow using wavelet-artificial neural networks based on regression analyses in comparison with artificial neural networks and...
Published in:Neural Computing and Applications
Publication date:2016-04-18
Enhancing Long-Term Streamflow Forecasting and Predicting using Periodicity Data Component: Application of Artificial Intelligence
Published in:Water Resources Management
Publication date:2016-07-06
Soil temperature modeling at different depths using neuro-fuzzy, neural network, and genetic programming techniques
Published in:Theoretical and Applied Climatology
Publication date:2016-05-02
Water temperature prediction in a subtropical subalpine lake using soft computing techniques
Published in:Earth Sciences Research Journal
Publication date:2016-07-01
Evaluation of peak and residual conditions of actively confined concrete using neuro-fuzzy and neural computing techniques
Published in:Neural Computing and Applications
Publication date:2016-07-25
Evaluating the generalizability of GEP models for estimating reference evapotranspiration in distant humid and arid locations
Published in:Theoretical and Applied Climatology
Publication date:2016-08-10
Drought forecasting in eastern Australia using multivariate adaptive regression spline, least square support vector machine and M5Tree model
Published in:Atmospheric Research
Publication date:2017-02-01
Modelling daily reference evapotranspiration in humid locations of South Korea using local and cross-station data management scenarios
Published in:International Journal of Climatology
Publication date:2016-10-01MODELLING EVAPOTRANSPIRATION USING DATA MANAGEMENT SCENARIOS
Discussion of “Estimation of Furrow Irrigation Sediment Loss Using an Artificial Neural Network” by Bradley A. King, David L. Bjorneberg, Thomas J....
Published in:Journal of Irrigation and Drainage Engineering
Publication date:2016-11-18
Pan evaporation modeling using six different heuristic computing methods in different climates of China
Published in:Journal of Hydrology
Publication date:2017-01-01
Discussion of “Monthly Mean Streamflow Prediction Based on Bat Algorithm-Support Vector Machine” by Bing Xing, Rong Gan, Guodong Liu, Zhongfang Liu...
Published in:Journal of Hydrologic Engineering
Publication date:2016-08-01
Applicability of Several Soft Computing Approaches in Modeling Oxygen Transfer Efficiency at Baffled Chutes
Published in:Journal of Irrigation and Drainage Engineering
Publication date:2016-11-30
Stream-flow forecasting using extreme learning machines: A case study in a semi-arid region in Iraq
Published in:Journal of Hydrology
Publication date:2016-11-01
Improving Accuracy of River Flow Forecasting Using LSSVR with Gravitational Search Algorithm
Published in:Advances in Meteorology
Publication date:2017-01-01
Modeling groundwater fluctuations by three different evolutionary neural network techniques using hydroclimatic data
Published in:Natural Hazards
Publication date:2017-02-11
Groundwater quality ranking for drinking purposes, using the entropy method and the spatial autocorrelation index
Published in:Environmental Earth Sciences
Publication date:2017-03-31
Impact of climate change on runoff in Lake Urmia basin, Iran
Published in:Theoretical and Applied Climatology
Publication date:2017-03-24
Impurity effect on clear water evaporation: toward modelling wastewater evaporation using ANN, ANFIS-SC and GEP techniques
Published in:Hydrological Sciences Journal
Publication date:2017-07-18
Modeling shear stress distribution in natural small streams by soft computing methods
Published in:Geofizika
Publication date:2016-01-01
Comparison of four heuristic regression techniques in solar radiation modeling: Kriging method vs RSM, MARS and M5 model tree
Published in:Renewable and Sustainable Energy Reviews
Publication date:2018-01-01
Modified Response-Surface Method: New Approach for Modeling Pan Evaporation
Published in:Journal of Hydrologic Engineering
Publication date:2017-10-01
A comparative assessment of GIS-based data mining models and a novel ensemble model in groundwater well potential mapping
Published in:Journal of Hydrology
Publication date:2017-05-01
A new approach for simulating and forecasting the rainfall-runoff process within the next two months
Published in:Journal of Hydrology
Publication date:2017-05-01
Daily Mean Streamflow Prediction in Perennial and Non-Perennial Rivers Using Four Data Driven Techniques
Published in:Water Resources Management
Publication date:2017-07-26
Discussion of “Prediction of Discharge Capacity over Two-Cycle Labyrinth Side Weir Using ANFIS” by M. Cihan Aydin and Korhan Kayisli
Published in:Journal of Irrigation and Drainage Engineering
Publication date:2017-07-01
Erratum to: A New Approach for Modeling Sediment-Discharge Relationship: Local Weighted Linear Regression
Published in:Water Resources Management
Publication date:2017-01-01
Evaporation modelling using different machine learning techniques
Published in:International Journal of Climatology
Publication date:2017-03-29EVAPORATION MODELLING IN YANGTZE RIVER BASIN
Extreme learning machines: a new approach for modeling dissolved oxygen (DO) concentration with and without water quality variables as predictors
Published in:Environmental Science and Pollution Research
Publication date:2017-05-30
Fast convergence optimization model for single and multi-purposes reservoirs using hybrid algorithm
Published in:Advanced Engineering Informatics
Publication date:2017-04-01
M5 model tree and Monte Carlo simulation for efficient structural reliability analysis
Published in:Applied Mathematical Modelling
Publication date:2017-08-01
Modeling of air pollutants using least square support vector regression, multivariate adaptive regression spline, and M5 model tree models
Published in:Air Quality Atmosphere & Health
Publication date:2017-04-13
Modeling soil bulk density through a complete data scanning procedure: Heuristic alternatives
Published in:Journal of Hydrology
Publication date:2017-06-01
Modeling soil cation exchange capacity using soil parameters: Assessing the heuristic models
Published in:Computers and Electronics in Agriculture
Publication date:2017-04-01
Pan evaporation modeling using four different heuristic approaches
Published in:Computers and Electronics in Agriculture
Publication date:2017-08-01
Pre-processing data to predict groundwater levels using the fuzzy standardized evapotranspiration and precipitation index (SEPI)
Published in:Water Resources Management
Publication date:2017-08-08
Prediction of diffuse photosynthetically active radiation using different soft computing techniques
Published in:Quarterly Journal of the Royal Meteorological Society
Publication date:2017-07-01Prediction of Diffuse Photosynthetically Active Radiation
Prediction of solar radiation in China using different adaptive neuro-fuzzy methods and M5 model tree
Published in:International Journal of Climatology
Publication date:2016-05-05PREDICTION OF SOLAR RADIATION IN CHINA
Prediction of Ultimate Strain and Strength of FRP-Confined Concrete Cylinders Using Soft Computing Methods
Published in:Applied Sciences
Publication date:2017-07-25
Spatial monitoring and zoning water quality of Sistan River in the wet and dry years using GIS and geostatistics
Published in:Computers and Electronics in Agriculture
Publication date:2017-04-01
Wavelet-linear genetic programming: A new approach for modeling monthly streamflow
Published in:Journal of Hydrology
Publication date:2017-06-01
Solar radiation prediction using different techniques: model evaluation and comparison
Published in:Renewable and Sustainable Energy Reviews
Publication date:2016-08-01
Strength prediction of rotary brace damper using MLR and MARS
Published in:STRUCTURAL ENGINEERING AND MECHANICS
Publication date:2016-11-10
Forecasting of Reference Evapotranspiration by Artificial Neural Networks
Published in:Journal of Irrigation and Drainage Engineering
Publication date:2003-12-01
Closure to “Forecasting of Reference Evapotranspiration by Artificial Neural Networks” by Slavisa Trajkovic, Branimir Todorovic, and Miomir Stankovic
Published in:Journal of Irrigation and Drainage Engineering
Publication date:2005-08-01