Özgür Kisi
Orcid: 0000-0001-7847-5872
According to our database1,
Özgür Kisi
authored at least 62 papers
between 2008 and 2024.
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Bibliography
2024
Evaluation of total dissolved solids in rivers by improved neuro fuzzy approaches using metaheuristic algorithms.
Earth Sci. Informatics, April, 2024
2023
River water temperature prediction using hybrid machine learning coupled signal decomposition: EWT versus MODWT.
Ecol. Informatics, December, 2023
Streamflow prediction in mountainous region using new machine learning and data preprocessing methods: a case study.
Neural Comput. Appl., April, 2023
Development of wavelet-based Kalman Online Sequential Extreme Learning Machine optimized with Boruta-Random Forest for drought index forecasting.
Eng. Appl. Artif. Intell., 2023
2022
Drought modelling by standard precipitation index (SPI) in a semi-arid climate using deep learning method: long short-term memory.
Neural Comput. Appl., 2022
The viability of extended marine predators algorithm-based artificial neural networks for streamflow prediction.
Appl. Soft Comput., 2022
2021
Prediction of daily suspended sediment load (SSL) using new optimization algorithms and soft computing models.
Soft Comput., 2021
Modeling monthly streamflow in mountainous basin by MARS, GMDH-NN and DENFIS using hydroclimatic data.
Neural Comput. Appl., 2021
Improving streamflow prediction using a new hybrid ELM model combined with hybrid particle swarm optimization and grey wolf optimization.
Knowl. Based Syst., 2021
Modeling soil temperature using air temperature features in diverse climatic conditions with complementary machine learning models.
Comput. Electron. Agric., 2021
Estimating reference evapotranspiration using hybrid adaptive fuzzy inferencing coupled with heuristic algorithms.
Comput. Electron. Agric., 2021
A comprehensive comparison of recent developed meta-heuristic algorithms for streamflow time series forecasting problem.
Appl. Soft Comput., 2021
Prediction of hydraulics performance in drain envelopes using Kmeans based multivariate adaptive regression spline.
Appl. Soft Comput., 2021
Highly Accurate Prediction Model for Daily Runoff in Semi-Arid Basin Exploiting Metaheuristic Learning Algorithms.
IEEE Access, 2021
2020
Using the MODIS Sensor for Snow Cover Modeling and the Assessment of Drought Effects on Snow Cover in a Mountainous Area.
Remote. Sens., 2020
Solar Radiation Estimation in Mediterranean Climate by Weather Variables Using a Novel Bayesian Model Averaging and Machine Learning Methods.
Neural Process. Lett., 2020
A new wavelet conjunction approach for estimation of relative humidity: wavelet principal component analysis combined with ANN.
Neural Comput. Appl., 2020
Fuzzy c-means and K-means clustering with genetic algorithm for identification of homogeneous regions of groundwater quality.
Neural Comput. Appl., 2020
Evaluation of mechanical properties of concretes containing coarse recycled concrete aggregates using multivariate adaptive regression splines (MARS), M5 model tree (M5Tree), and least squares support vector regression (LSSVR) models.
Neural Comput. Appl., 2020
A Theoretical Approach for Forecasting Different Types of Drought Simultaneously, Using Entropy Theory and Machine-Learning Methods.
ISPRS Int. J. Geo Inf., 2020
Application of novel data mining algorithms in prediction of discharge and end depth in trapezoidal sections.
Comput. Electron. Agric., 2020
Comparison of three different bio-inspired algorithms to improve ability of neuro fuzzy approach in prediction of agricultural drought, based on three different indexes.
Comput. Electron. Agric., 2020
2019
Monthly long-term rainfall estimation in Central India using M5Tree, MARS, LSSVR, ANN and GEP models.
Neural Comput. Appl., 2019
Optimization of energy management and conversion in the water systems based on evolutionary algorithms.
Neural Comput. Appl., 2019
2018
Reliab. Eng. Syst. Saf., 2018
Evaluation of peak and residual conditions of actively confined concrete using neuro-fuzzy and neural computing techniques.
Neural Comput. Appl., 2018
Spatial and multi-depth temporal soil temperature assessment by assimilating satellite imagery, artificial intelligence and regression based models in arid area.
Comput. Electron. Agric., 2018
Survey of different data-intelligent modeling strategies for forecasting air temperature using geographic information as model predictors.
Comput. Electron. Agric., 2018
2017
Predicting river daily flow using wavelet-artificial neural networks based on regression analyses in comparison with artificial neural networks and support vector machine models.
Neural Comput. Appl., 2017
Comput. Electron. Agric., 2017
Using soil easily measured parameters for estimating soil water capacity: Soft computing approaches.
Comput. Electron. Agric., 2017
Modeling soil cation exchange capacity using soil parameters: Assessing the heuristic models.
Comput. Electron. Agric., 2017
Spatial monitoring and zoning water quality of Sistan River in the wet and dry years using GIS and geostatistics.
Comput. Electron. Agric., 2017
Monthly pan-evaporation estimation in Indian central Himalayas using different heuristic approaches and climate based models.
Comput. Electron. Agric., 2017
Fast convergence optimization model for single and multi-purposes reservoirs using hybrid algorithm.
Adv. Eng. Informatics, 2017
2016
Daily pan evaporation modeling using chi-squared automatic interaction detector, neural networks, classification and regression tree.
Comput. Electron. Agric., 2016
A nonlinear mathematical modeling of daily pan evaporation based on conjugate gradient method.
Comput. Electron. Agric., 2016
2015
Neural Comput. Appl., 2015
J. Comput. Civ. Eng., 2015
Independent testing for assessing the calibration of the Hargreaves-Samani equation: New heuristic alternatives for Iran.
Comput. Electron. Agric., 2015
Long-term monthly evapotranspiration modeling by several data-driven methods without climatic data.
Comput. Electron. Agric., 2015
A survey of water level fluctuation predicting in Urmia Lake using support vector machine with firefly algorithm.
Appl. Math. Comput., 2015
2014
Damage detection in Timoshenko beam structures by multilayer perceptron and radial basis function networks.
Neural Comput. Appl., 2014
Determining Flow Friction Factor in Irrigation Pipes Using Data Mining and Artificial Intelligence Approaches.
Appl. Artif. Intell., 2014
2013
Predicting groundwater level fluctuations with meteorological effect implications - A comparative study among soft computing techniques.
Comput. Geosci., 2013
Comput. Geosci., 2013
Neuro-fuzzy and neural network techniques for forecasting sea level in Darwin Harbor, Australia.
Comput. Geosci., 2013
Performance of radial basis and LM-feed forward artificial neural networks for predicting daily watershed runoff.
Appl. Soft Comput., 2013
2012
Comput. Geosci., 2012
River suspended sediment estimation by climatic variables implication: Comparative study among soft computing techniques.
Comput. Geosci., 2012
Modeling antimicrobial effect of different grape pomace and extracts on S. aureus and E. coli in vegetable soup using artificial neural network and fuzzy logic system.
Expert Syst. Appl., 2012
Prediction of lateral outflow over triangular labyrinth side weirs under subcritical conditions using soft computing approaches.
Expert Syst. Appl., 2012
Eng. Appl. Artif. Intell., 2012
2011
Comparison of genetic programming with neuro-fuzzy systems for predicting short-term water table depth fluctuations.
Comput. Geosci., 2011
Neural networks for estimation of discharge capacity of triangular labyrinth side-weir located on a straight channel.
Expert Syst. Appl., 2011
Use of artificial neural networks for prediction of discharge coefficient of triangular labyrinth side weir in curved channels.
Adv. Eng. Softw., 2011
2010
A machine code-based genetic programming for suspended sediment concentration estimation.
Adv. Eng. Softw., 2010
Predicting discharge capacity of triangular labyrinth side weir located on a straight channel by using an adaptive neuro-fuzzy technique.
Adv. Eng. Softw., 2010
Application of two different neural network techniques to lateral outflow over rectangular side weirs located on a straight channel.
Adv. Eng. Softw., 2010
2009
Adv. Eng. Softw., 2009
2008
Constructing neural network sediment estimation models using a data-driven algorithm.
Math. Comput. Simul., 2008