Enhancing Water Level Prediction Using Ensemble Machine Learning Models: A Comparative Analysis.
- Published in:
- Water Resources Management, 2025, v. 39, n. 8, p. 3995, doi. 10.1007/s11269-025-04142-5
- By:
- Publication type:
- Article
Works by Kisi, Ozgur
Results: 334
1
2
Forecasting maximal and minimal air temperatures using explainable machine learning: Shapley additive explanation versus local interpretable model-agnostic explanations.
- Published in:
- Stochastic Environmental Research & Risk Assessment, 2025, v. 39, n. 6, p. 2551, doi. 10.1007/s00477-025-02984-4
- By:
- Publication type:
- Article
3
Improved monthly streamflow prediction using integrated multivariate adaptive regression spline with K-means clustering: implementation of reanalyzed remote sensing data.
- Published in:
- Stochastic Environmental Research & Risk Assessment, 2024, v. 38, n. 6, p. 2489, doi. 10.1007/s00477-024-02692-5
- By:
- Publication type:
- Article
4
Enhancing accuracy of extreme learning machine in predicting river flow using improved reptile search algorithm.
- Published in:
- Stochastic Environmental Research & Risk Assessment, 2023, v. 37, n. 8, p. 3063, doi. 10.1007/s00477-023-02435-y
- By:
- Publication type:
- Article
5
Development of new machine learning model for streamflow prediction: case studies in Pakistan.
- Published in:
- Stochastic Environmental Research & Risk Assessment, 2022, v. 36, n. 4, p. 999, doi. 10.1007/s00477-021-02111-z
- By:
- Publication type:
- Article
6
Short term rainfall-runoff modelling using several machine learning methods and a conceptual event-based model.
- Published in:
- Stochastic Environmental Research & Risk Assessment, 2021, v. 35, n. 3, p. 597, doi. 10.1007/s00477-020-01910-0
- By:
- Publication type:
- Article
7
Support vector regression optimized by meta-heuristic algorithms for daily streamflow prediction.
- Published in:
- Stochastic Environmental Research & Risk Assessment, 2020, v. 34, n. 11, p. 1755, doi. 10.1007/s00477-020-01874-1
- By:
- Publication type:
- Article
8
Hydrodynamics of river-channel confluence: toward modeling separation zone using GEP, MARS, M5 Tree and DENFIS techniques.
- Published in:
- Stochastic Environmental Research & Risk Assessment, 2019, v. 33, n. 4-6, p. 1089, doi. 10.1007/s00477-019-01684-0
- By:
- Publication type:
- Article
9
Utilizing Hybrid Machine Learning Techniques and Gridded Precipitation Data for Advanced Discharge Simulation in Under-Monitored River Basins.
- Published in:
- Hydrology (2306-5338), 2024, v. 11, n. 4, p. 48, doi. 10.3390/hydrology11040048
- By:
- Publication type:
- Article
10
Covariance Matrix Adaptation Evolution Strategy for Improving Machine Learning Approaches in Streamflow Prediction.
- Published in:
- Mathematics (2227-7390), 2022, v. 10, n. 16, p. 2971, doi. 10.3390/math10162971
- By:
- Publication type:
- Article
11
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
12
Effectiveness of waste-derived MIL type MOFs in removing PFOA and PFAS pollutants for environmental remediation.
- Published in:
- Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-93854-0
- By:
- Publication type:
- Article
13
Effectiveness of waste-derived MIL type MOFs in removing PFOA and PFAS pollutants for environmental remediation.
- Published in:
- Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-93854-0
- By:
- Publication type:
- Article
14
Integration of Gaussian process regression and K means clustering for enhanced short term rainfall runoff modeling.
- Published in:
- Scientific Reports, 2025, v. 15, n. 1, p. 1, doi. 10.1038/s41598-025-91339-8
- By:
- Publication type:
- Article
15
Using the MODIS Sensor for Snow Cover Modeling and the Assessment of Drought Effects on Snow Cover in a Mountainous Area.
- Published in:
- Remote Sensing, 2020, v. 12, n. 20, p. 3437, doi. 10.3390/rs12203437
- By:
- Publication type:
- Article
16
Modeling Air Entrainment Rate and Aeration Efficiency of Weirs Using ANN Approach.
- Published in:
- Gazi University Journal of Science, 2009, v. 22, n. 2, p. 107
- By:
- Publication type:
- Article
17
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
- By:
- Publication type:
- Article
18
Hybrid modeling approaches for agricultural commodity prices using CEEMDAN and time delay neural networks.
- Published in:
- Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-74503-4
- By:
- Publication type:
- Article
19
Abutment scour depth modeling using neuro-fuzzy-embedded techniques.
- Published in:
- Marine Georesources & Geotechnology, 2019, v. 37, n. 2, p. 190, doi. 10.1080/1064119X.2017.1420113
- By:
- Publication type:
- Article
20
Determining Flow Friction Factor in Irrigation Pipes Using Data Mining and Artificial Intelligence Approaches.
- Published in:
- Applied Artificial Intelligence, 2014, v. 28, n. 8, p. 793, doi. 10.1080/08839514.2014.952923
- By:
- Publication type:
- Article
21
A New Insight for Daily Solar Radiation Prediction by Meteorological Data Using an Advanced Artificial Intelligence Algorithm: Deep Extreme Learning Machine Integrated with Variational Mode Decomposition Technique.
- Published in:
- Sustainability (2071-1050), 2023, v. 15, n. 14, p. 11275, doi. 10.3390/su151411275
- By:
- Publication type:
- Article
22
Spatio-Temporal Analysis of Carbon Sequestration in Different Ecosystems of Iran and Its Relationship with Agricultural Droughts.
- Published in:
- Sustainability (2071-1050), 2023, v. 15, n. 8, p. 6577, doi. 10.3390/su15086577
- By:
- Publication type:
- Article
23
Random Forest Ensemble-Based Predictions of On-Road Vehicular Emissions and Fuel Consumption in Developing Urban Areas.
- Published in:
- Sustainability (2071-1050), 2023, v. 15, n. 2, p. 1503, doi. 10.3390/su15021503
- By:
- Publication type:
- Article
24
Prediction of the Discharge Coefficient in Compound Broad-Crested-Weir Gate by Supervised Data Mining Techniques.
- Published in:
- Sustainability (2071-1050), 2023, v. 15, n. 1, p. 433, doi. 10.3390/su15010433
- By:
- Publication type:
- Article
25
Approximation of the Discharge Coefficient of Radial Gates Using Metaheuristic Regression Approaches.
- Published in:
- Sustainability (2071-1050), 2022, v. 14, n. 22, p. 15145, doi. 10.3390/su142215145
- By:
- Publication type:
- Article
26
Advanced machine learning model for better prediction accuracy of soil temperature at different depths.
- Published in:
- PLoS ONE, 2020, v. 15, n. 4, p. 1, doi. 10.1371/journal.pone.0231055
- By:
- Publication type:
- Article
27
Prediction of daily suspended sediment load (SSL) using new optimization algorithms and soft computing models.
- Published in:
- Soft Computing - A Fusion of Foundations, Methodologies & Applications, 2021, v. 25, n. 11, p. 7609, doi. 10.1007/s00500-021-05721-5
- By:
- Publication type:
- Article
28
Comparing data driven models versus numerical models in simulation of waterfront advance in furrow irrigation.
- Published in:
- Irrigation Science, 2019, v. 37, n. 5, p. 547, doi. 10.1007/s00271-019-00635-5
- By:
- Publication type:
- Article
29
Least squares support vector machine for modeling daily reference evapotranspiration.
- Published in:
- Irrigation Science, 2013, v. 31, n. 4, p. 611, doi. 10.1007/s00271-012-0336-2
- By:
- Publication type:
- Article
30
Neural networks with artificial bee colony algorithm for modeling daily reference evapotranspiration.
- Published in:
- Irrigation Science, 2011, v. 29, n. 6, p. 431, doi. 10.1007/s00271-010-0254-0
- By:
- Publication type:
- Article
31
Evapotranspiration modeling using a wavelet regression model.
- Published in:
- Irrigation Science, 2011, v. 29, n. 3, p. 241, doi. 10.1007/s00271-010-0232-6
- By:
- Publication type:
- Article
32
Daily pan evaporation modeling using linear genetic programming technique.
- Published in:
- Irrigation Science, 2011, v. 29, n. 2, p. 135, doi. 10.1007/s00271-010-0225-5
- By:
- Publication type:
- Article
33
Modeling monthly evaporation using two different neural computing techniques.
- Published in:
- Irrigation Science, 2009, v. 27, n. 5, p. 417, doi. 10.1007/s00271-009-0158-z
- By:
- Publication type:
- Article
34
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
35
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
36
Improving the prediction of global solar radiation using interpretable boosting algorithms coupled SHAP and LIME analysis: a comparative study.
- Published in:
- Theoretical & Applied Climatology, 2025, v. 156, n. 5, p. 1, doi. 10.1007/s00704-025-05507-x
- By:
- Publication type:
- Article
37
Daily suspended sediment yield estimation using soft-computing algorithms for hilly watersheds in a data-scarce situation: a case study of Bino watershed, Uttarakhand.
- Published in:
- Theoretical & Applied Climatology, 2024, v. 155, n. 5, p. 4023, doi. 10.1007/s00704-024-04862-5
- By:
- Publication type:
- Article
38
Improved prediction of monthly streamflow in a mountainous region by Metaheuristic-Enhanced deep learning and machine learning models using hydroclimatic data.
- Published in:
- Theoretical & Applied Climatology, 2024, v. 155, n. 1, p. 205, doi. 10.1007/s00704-023-04624-9
- By:
- Publication type:
- Article
39
Estimation of Tasuj aquifer response to main meteorological parameter variations under Shared Socioeconomic Pathways scenarios.
- Published in:
- Theoretical & Applied Climatology, 2022, v. 149, n. 1/2, p. 25, doi. 10.1007/s00704-022-04025-4
- By:
- Publication type:
- Article
40
Modeling reference evapotranspiration using a novel regression-based method: radial basis M5 model tree.
- Published in:
- Theoretical & Applied Climatology, 2021, v. 145, n. 1/2, p. 639, doi. 10.1007/s00704-021-03645-6
- By:
- Publication type:
- Article
41
The development of evolutionary computing model for simulating reference evapotranspiration over Peninsular Malaysia.
- Published in:
- Theoretical & Applied Climatology, 2021, v. 144, n. 3/4, p. 1419, doi. 10.1007/s00704-021-03606-z
- By:
- Publication type:
- Article
42
Trend analysis of precipitation records using an innovative trend methodology in a semi-arid Mediterranean environment: Cheliff Watershed Case (Northern Algeria).
- Published in:
- Theoretical & Applied Climatology, 2021, v. 144, n. 3/4, p. 1001, doi. 10.1007/s00704-021-03520-4
- By:
- Publication type:
- Article
43
Long‐term modelling of wind speeds using six different heuristic artificial intelligence approaches.
- Published in:
- International Journal of Climatology, 2019, v. 39, n. 8, p. 3543, doi. 10.1002/joc.6037
- By:
- Publication type:
- Article
44
Evaporation modelling using different machine learning techniques.
- Published in:
- International Journal of Climatology, 2017, v. 37, p. 1076, doi. 10.1002/joc.5064
- By:
- Publication type:
- Article
45
Evaporation modelling using different machine learning techniques.
- Published in:
- International Journal of Climatology, 2017, v. 37, p. 1076, doi. 10.1002/joc.5064
- By:
- Publication type:
- Article
46
Modelling daily reference evapotranspiration in humid locations of South Korea using local and cross-station data management scenarios.
- Published in:
- International Journal of Climatology, 2017, v. 37, n. 7, p. 3238, doi. 10.1002/joc.4911
- By:
- Publication type:
- Article
47
Prediction of solar radiation in China using different adaptive neuro-fuzzy methods and M5 model tree.
- Published in:
- International Journal of Climatology, 2017, v. 37, n. 3, p. 1141, doi. 10.1002/joc.4762
- By:
- Publication type:
- Article
48
Prediction of long-term monthly precipitation using several soft computing methods without climatic data.
- Published in:
- International Journal of Climatology, 2015, v. 35, n. 14, p. 4139, doi. 10.1002/joc.4273
- By:
- Publication type:
- Article
49
Modelling long-term monthly temperatures by several data-driven methods using geographical inputs.
- Published in:
- International Journal of Climatology, 2015, v. 35, n. 13, p. 3834, doi. 10.1002/joc.4249
- By:
- Publication type:
- Article
50
Daily River Flow Forecasting Using Artificial Neural Networks and Auto-Regressive Models.
- Published in:
- Turkish Journal of Engineering & Environmental Sciences, 2005, v. 29, n. 1, p. 9
- By:
- Publication type:
- Article