Comparative evaluation of hybrid and individual models for predicting soybean yellow mosaic virus incidence.
- Published in:
- Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-99427-5
- By:
- Publication type:
- Article
Works matching AU Kisi, Ozgur
Results: 326
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The Effect of Dust Storm on Sea Surface Temperature in the Western Basin of Persian Gulf.
- Published in:
- Standards (2305-6703), 2022, v. 2, n. 3, p. 246, doi. 10.3390/standards2030018
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- Publication type:
- Article
3
Comparison of the advanced machine learning methods for better prediction accuracy of solar radiation using only temperature data: A case study.
- Published in:
- International Journal of Energy Research, 2022, v. 46, n. 3, p. 2709, doi. 10.1002/er.7341
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- Publication type:
- Article
4
Prediction of groundwater level variations in coastal aquifers with tide and rainfall effects using heuristic data driven models.
- Published in:
- ISH Journal of Hydraulic Engineering, 2022, v. 28, p. 188, doi. 10.1080/09715010.2020.1729876
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- Publication type:
- Article
5
Evaluation of the support vector machine, random forest and geo-statistical methodologies for predicting long-term air temperature.
- Published in:
- ISH Journal of Hydraulic Engineering, 2020, v. 26, n. 4, p. 376, doi. 10.1080/09715010.2018.1495583
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- Publication type:
- Article
6
Design of water supply system from rivers using artificial intelligence to model water hammer.
- Published in:
- ISH Journal of Hydraulic Engineering, 2020, v. 26, n. 2, p. 153, doi. 10.1080/09715010.2018.1465366
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- Publication type:
- Article
7
Enhancing Streamflow Prediction Accuracy: A Comprehensive Analysis of Hybrid Neural Network Models with Runge–Kutta with Aquila Optimizer.
- Published in:
- International Journal of Computational Intelligence Systems, 2024, v. 17, n. 1, p. 1, doi. 10.1007/s44196-024-00699-y
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- Publication type:
- Article
8
Evaluating ability of three types of discrete wavelet transforms for improving performance of different ML models in estimation of daily-suspended sediment load.
- Published in:
- Arabian Journal of Geosciences, 2022, v. 15, n. 1, p. 1, doi. 10.1007/s12517-021-09282-7
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- Publication type:
- Article
9
A novel method for lake level prediction: deep echo state network.
- Published in:
- Arabian Journal of Geosciences, 2020, v. 13, n. 18, p. 1, doi. 10.1007/s12517-020-05965-9
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- Publication type:
- Article
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New input selection procedure for machine learning methods in estimating daily global solar radiation.
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- Arabian Journal of Geosciences, 2020, v. 13, n. 12, p. 1, doi. 10.1007/s12517-020-05437-0
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- Publication type:
- Article
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Pan evaporation modeling by three different neuro-fuzzy intelligent systems using climatic inputs.
- Published in:
- Arabian Journal of Geosciences, 2019, v. 12, n. 20, p. N.PAG, doi. 10.1007/s12517-019-4781-6
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- Publication type:
- Article
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Pan evaporation modeling by three different neuro-fuzzy intelligent systems using climatic inputs.
- Published in:
- Arabian Journal of Geosciences, 2019, v. 12, n. 19, p. 1, doi. 10.1007/s12517-019-4781-6
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- Publication type:
- Article
13
A new intelligent method for monthly streamflow prediction: hybrid wavelet support vector regression based on grey wolf optimizer (WSVR–GWO).
- Published in:
- Arabian Journal of Geosciences, 2019, v. 12, n. 17, p. N.PAG, doi. 10.1007/s12517-019-4697-1
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- Publication type:
- Article
14
Modeling total dissolved gas (TDG) concentration at Columbia river basin dams: high-order response surface method (H-RSM) vs. M5Tree, LSSVM, and MARS.
- Published in:
- Arabian Journal of Geosciences, 2019, v. 12, n. 17, p. N.PAG, doi. 10.1007/s12517-019-4687-3
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- Publication type:
- Article
15
Spatial-temporal trend analysis of seasonal and annual rainfall (1966–2015) using innovative trend analysis method with significance test.
- Published in:
- Arabian Journal of Geosciences, 2019, v. 12, n. 10, p. N.PAG, doi. 10.1007/s12517-019-4454-5
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- Publication type:
- Article
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Prediction of river flow using hybrid neuro-fuzzy models.
- Published in:
- Arabian Journal of Geosciences, 2018, v. 11, n. 22, p. 1, doi. 10.1007/s12517-018-4079-0
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- Publication type:
- Article
17
Trend analysis of rainfall pattern over the Central India during 1901-2010.
- Published in:
- Arabian Journal of Geosciences, 2018, v. 11, n. 15, p. 1, doi. 10.1007/s12517-018-3800-3
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- Publication type:
- Article
18
Rainfall-runoff modeling in hilly watershed using heuristic approaches with gamma test.
- Published in:
- Arabian Journal of Geosciences, 2018, v. 11, n. 11, p. 1, doi. 10.1007/s12517-018-3614-3
- By:
- Publication type:
- Article
19
Wavelet-based variability on streamflow at 40-year timescale in the Black Sea region of Turkey.
- Published in:
- Arabian Journal of Geosciences, 2018, v. 11, n. 8, p. 1, doi. 10.1007/s12517-018-3514-6
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- Publication type:
- Article
20
A new wavelet conjunction approach for estimation of relative humidity: wavelet principal component analysis combined with ANN.
- Published in:
- Neural Computing & Applications, 2020, v. 32, n. 9, p. 4989, doi. 10.1007/s00521-018-3916-0
- By:
- Publication type:
- Article
21
Fuzzy c-means and K-means clustering with genetic algorithm for identification of homogeneous regions of groundwater quality.
- Published in:
- Neural Computing & Applications, 2020, v. 32, n. 8, p. 3763, doi. 10.1007/s00521-018-3768-7
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- Publication type:
- Article
22
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.
- Published in:
- Neural Computing & Applications, 2020, v. 32, n. 1, p. 295, doi. 10.1007/s00521-018-3630-y
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- Publication type:
- Article
23
Monthly long-term rainfall estimation in Central India using M5Tree, MARS, LSSVR, ANN and GEP models.
- Published in:
- Neural Computing & Applications, 2019, v. 31, n. 10, p. 6843, doi. 10.1007/s00521-018-3519-9
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- Publication type:
- Article
24
Optimization of energy management and conversion in the water systems based on evolutionary algorithms.
- Published in:
- Neural Computing & Applications, 2019, v. 31, n. 10, p. 5951, doi. 10.1007/s00521-018-3412-6
- By:
- Publication type:
- Article
25
Evaluation of peak and residual conditions of actively confined concrete using neuro-fuzzy and neural computing techniques.
- Published in:
- Neural Computing & Applications, 2018, v. 29, n. 3, p. 873, doi. 10.1007/s00521-016-2492-4
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- Publication type:
- Article
26
Predicting river daily flow using wavelet-artificial neural networks based on regression analyses in comparison with artificial neural networks and support vector machine models.
- Published in:
- Neural Computing & Applications, 2017, v. 28, p. 15, doi. 10.1007/s00521-016-2293-9
- By:
- Publication type:
- Article
27
Importance of hybrid models for forecasting of hydrological variable.
- Published in:
- Neural Computing & Applications, 2015, v. 26, n. 7, p. 1669, doi. 10.1007/s00521-015-1831-1
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- Publication type:
- Article
28
Damage detection in Timoshenko beam structures by multilayer perceptron and radial basis function networks.
- Published in:
- Neural Computing & Applications, 2014, v. 24, n. 3/4, p. 583, doi. 10.1007/s00521-012-1270-1
- By:
- Publication type:
- Article
29
Drought trends projection under future climate change scenarios for Iran region.
- Published in:
- PLoS ONE, 2023, v. 18, n. 11, p. 1, doi. 10.1371/journal.pone.0290698
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- Publication type:
- Article
30
Trend analysis of monthly streamflows using Şen's innovative trend method.
- Published in:
- Geofizika, 2018, v. 35, n. 1, p. 53, doi. 10.15233/gfz.2018.35.3
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- Publication type:
- Article
31
Modeling shear stress distribution in natural small streams by soft computing methods.
- Published in:
- Geofizika, 2016, v. 33, n. 2, p. 137, doi. 10.15233/gfz.2016.33.11
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- Publication type:
- Article
32
Comparative analysis of ozone level prediction models using gene expression programming and multiple linear regression.
- Published in:
- Geofizika, 2013, v. 30, n. 1, p. 43
- By:
- Publication type:
- Article
33
Modelling reference evapotranspiration using principal component analysis and machine learning methods under different climatic environments.
- Published in:
- Irrigation & Drainage, 2023, v. 72, n. 4, p. 945, doi. 10.1002/ird.2838
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- Publication type:
- Article
34
Linear and stratified sampling-based deep learning models for improving the river streamflow forecasting to mitigate flooding disaster.
- Published in:
- Natural Hazards, 2022, v. 112, n. 2, p. 1527, doi. 10.1007/s11069-022-05237-7
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- Publication type:
- Article
35
Soil erosion modeling of watershed using cubic, quadratic and quintic splines.
- Published in:
- Natural Hazards, 2021, v. 108, n. 3, p. 2701, doi. 10.1007/s11069-021-04796-5
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- Publication type:
- Article
36
Soil erosion modeling of watershed using cubic, quadratic and quintic splines.
- Published in:
- Natural Hazards, 2021, v. 108, n. 2, p. 2701, doi. 10.1007/s11069-021-04796-5
- By:
- Publication type:
- Article
37
Comparison of different methodologies for rainfall–runoff modeling: machine learning vs conceptual approach.
- Published in:
- Natural Hazards, 2021, v. 105, n. 3, p. 2987, doi. 10.1007/s11069-020-04438-2
- By:
- Publication type:
- Article
38
Analysis of dry and wet climate characteristics at Uttarakhand (India) using effective drought index.
- Published in:
- Natural Hazards, 2021, v. 105, n. 2, p. 1643, doi. 10.1007/s11069-020-04370-5
- By:
- Publication type:
- Article
39
Zoning map for drought prediction using integrated machine learning models with a nomadic people optimization algorithm.
- Published in:
- Natural Hazards, 2020, v. 104, n. 1, p. 537, doi. 10.1007/s11069-020-04180-9
- By:
- Publication type:
- Article
40
RETRACTED ARTICLE: Evaluating groundwater level fluctuation by support vector regression and neuro-fuzzy methods: a comparative study.
- Published in:
- Natural Hazards, 2020, v. 102, n. 3, p. 1611, doi. 10.1007/s11069-015-1602-4
- By:
- Publication type:
- Article
41
Investigation of RS and GIS techniques on MPSIAC model to estimate soil erosion.
- Published in:
- Natural Hazards, 2018, v. 91, n. 1, p. 221, doi. 10.1007/s11069-017-3123-9
- By:
- Publication type:
- Article
42
Modeling groundwater fluctuations by three different evolutionary neural network techniques using hydroclimatic data.
- Published in:
- Natural Hazards, 2017, v. 87, n. 1, p. 367, doi. 10.1007/s11069-017-2767-9
- By:
- Publication type:
- Article
43
Frequency analyses of annual extreme rainfall series from 5 min to 24 h.
- Published in:
- Hydrological Processes, 2010, v. 24, n. 24, p. 3574, doi. 10.1002/hyp.7759
- By:
- Publication type:
- Article
44
Reply to comment on 'Kişi Ö. 2009. Daily pan evaporation modelling using multi-layer perceptrons and radial basis neural networks. Hydrological Processes 23(2): 213-223'.
- Published in:
- 2010
- By:
- Publication type:
- Letter
45
Comment on 'Nourani V, Mogaddam AA, Nadiri AO. 2008. An ANN-based model for spatiotemporal groundwater level forecasting. Hydrological Processes 22: 5054-5066'.
- Published in:
- 2010
- By:
- Publication type:
- Opinion
46
Wavelet regression model as an alternative to neural networks for monthly streamflow forecasting.
- Published in:
- Hydrological Processes, 2009, v. 23, n. 25, p. 3583, doi. 10.1002/hyp.7461
- By:
- Publication type:
- Article
47
Daily pan evaporation modelling using multi-layer perceptrons and radial basis neural networks.
- Published in:
- Hydrological Processes, 2009, v. 23, n. 2, p. 213, doi. 10.1002/hyp.7126
- By:
- Publication type:
- Article
48
Stream flow forecasting using neuro-wavelet technique.
- Published in:
- Hydrological Processes, 2008, v. 22, n. 20, p. 4142, doi. 10.1002/hyp.7014
- By:
- Publication type:
- Article
49
Reply to comment on `Kisi O. 2007. Evapotranspiration modelling from climatic data using a neural computing technique. Hydrological Processes 21:1925—1934'.
- Published in:
- 2008
- By:
- Publication type:
- Letter
50
The potential of different ANN techniques in evapotranspiration modelling.
- Published in:
- Hydrological Processes, 2008, v. 22, n. 14, p. 2449, doi. 10.1002/hyp.6837
- By:
- Publication type:
- Article