Works by Kisi, Ozgur
Results: 323
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
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- Article
Predicting water quality variables using gradient boosting machine: global versus local explainability using SHapley Additive Explanations (SHAP)
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- Earth Science Informatics, 2025, v. 18, n. 3, p. 1, doi. 10.1007/s12145-025-01796-y
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- Article
Spatial modeling of long-term air temperatures for sustainability: evolutionary fuzzy approach and neuro-fuzzy methods.
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- PeerJ, 2020, p. 1, doi. 10.7717/peerj.8882
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- Article
Modeling Significant Wave Heights for Multiple Time Horizons Using Metaheuristic Regression Methods.
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- Mathematics (2227-7390), 2023, v. 11, n. 14, p. 3141, doi. 10.3390/math11143141
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- Article
Covariance Matrix Adaptation Evolution Strategy for Improving Machine Learning Approaches in Streamflow Prediction.
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- Mathematics (2227-7390), 2022, v. 10, n. 16, p. 2971, doi. 10.3390/math10162971
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- Article
Hybrid modeling approaches for agricultural commodity prices using CEEMDAN and time delay neural networks.
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- Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-74503-4
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- Publication type:
- Article
Abutment scour depth modeling using neuro-fuzzy-embedded techniques.
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- Marine Georesources & Geotechnology, 2019, v. 37, n. 2, p. 190, doi. 10.1080/1064119X.2017.1420113
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- Article
Precipitation pattern modeling using cross-station perception: regional investigation.
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- Environmental Earth Sciences, 2018, v. 77, n. 19, p. 1, doi. 10.1007/s12665-018-7898-0
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- Article
Simulation of suspended sediment based on gamma test, heuristic, and regression-based techniques.
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- Environmental Earth Sciences, 2018, v. 77, n. 19, p. 1, doi. 10.1007/s12665-018-7892-6
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- Publication type:
- Article
Precipitation forecasting using classification and regression trees (CART) model: a comparative study of different approaches.
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- Environmental Earth Sciences, 2018, v. 77, n. 8, p. 1, doi. 10.1007/s12665-018-7498-z
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- Publication type:
- Article
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.
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- Sustainability (2071-1050), 2023, v. 15, n. 14, p. 11275, doi. 10.3390/su151411275
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- Publication type:
- Article
Spatio-Temporal Analysis of Carbon Sequestration in Different Ecosystems of Iran and Its Relationship with Agricultural Droughts.
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- Sustainability (2071-1050), 2023, v. 15, n. 8, p. 6577, doi. 10.3390/su15086577
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- Article
Random Forest Ensemble-Based Predictions of On-Road Vehicular Emissions and Fuel Consumption in Developing Urban Areas.
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- Sustainability (2071-1050), 2023, v. 15, n. 2, p. 1503, doi. 10.3390/su15021503
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- Publication type:
- Article
Prediction of the Discharge Coefficient in Compound Broad-Crested-Weir Gate by Supervised Data Mining Techniques.
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- Sustainability (2071-1050), 2023, v. 15, n. 1, p. 433, doi. 10.3390/su15010433
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- Article
Approximation of the Discharge Coefficient of Radial Gates Using Metaheuristic Regression Approaches.
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- Sustainability (2071-1050), 2022, v. 14, n. 22, p. 15145, doi. 10.3390/su142215145
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- Article
Spatio-Temporal Analysis of Rainfall Dynamics of 120 Years (1901–2020) Using Innovative Trend Methodology: A Case Study of Haryana, India.
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- Sustainability (2071-1050), 2022, v. 14, n. 9, p. 4888, doi. 10.3390/su14094888
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- Article
Modeling Multistep Ahead Dissolved Oxygen Concentration Using Improved Support Vector Machines by a Hybrid Metaheuristic Algorithm.
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- Sustainability (2071-1050), 2022, v. 14, n. 6, p. 3470, doi. 10.3390/su14063470
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- Article
Machine Learning with Metaheuristic Algorithms for Sustainable Water Resources Management.
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- 2021
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- Publication type:
- Editorial
Novel Ensemble Forecasting of Streamflow Using Locally Weighted Learning Algorithm.
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- Sustainability (2071-1050), 2021, v. 13, n. 11, p. 5877, doi. 10.3390/su13115877
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- Article
A Regional Approach for Investigation of Temporal Precipitation Changes.
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- Sustainability (2071-1050), 2021, v. 13, n. 10, p. 5733, doi. 10.3390/su13105733
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- Article
Trend, Status, and Challenges of Irrigation Development in Ethiopia—A Review.
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- Sustainability (2071-1050), 2021, v. 13, n. 10, p. 5646, doi. 10.3390/su13105646
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- Article
Suspended Sediment Modeling Using a Heuristic Regression Method Hybridized with Kmeans Clustering.
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- Sustainability (2071-1050), 2021, v. 13, n. 9, p. 4648, doi. 10.3390/su13094648
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- Publication type:
- Article
Water Quality Analysis of Drinking Water Resource Lake Sapanca and Suggestions for the Solution of the Pollution Problem in the Context of Sustainable Environment Approach.
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- Sustainability (2071-1050), 2021, v. 13, n. 7, p. 3917, doi. 10.3390/su13073917
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- Publication type:
- Article
Trace Metals and Diatom Stratigraphy along the Sill between Lakes Telaga Warna and Telaga Pengilon, Dieng, Central Java, Indonesia.
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- Sustainability (2071-1050), 2021, v. 13, n. 7, p. 3821, doi. 10.3390/su13073821
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- Publication type:
- Article
Statistical Modeling for Spatial Groundwater Potential Map Based on GIS Technique.
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- Sustainability (2071-1050), 2021, v. 13, n. 7, p. 3788, doi. 10.3390/su13073788
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- Publication type:
- Article
Machine Learning Improvement of Streamflow Simulation by Utilizing Remote Sensing Data and Potential Application in Guiding Reservoir Operation.
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- Sustainability (2071-1050), 2021, v. 13, n. 7, p. 3645, doi. 10.3390/su13073645
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- Publication type:
- Article
Prediction of Potential Evapotranspiration Using Temperature-Based Heuristic Approaches.
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- Sustainability (2071-1050), 2021, v. 13, n. 1, p. 297, doi. 10.3390/su13010297
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- Publication type:
- Article
Bayesian Model Averaging: A Unique Model Enhancing Forecasting Accuracy for Daily Streamflow Based on Different Antecedent Time Series.
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- Sustainability (2071-1050), 2020, v. 12, n. 22, p. 9720, doi. 10.3390/su12229720
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- Publication type:
- Article
Estimating Soil Available Phosphorus Content through Coupled Wavelet–Data-Driven Models.
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- Sustainability (2071-1050), 2020, v. 12, n. 5, p. 2150, doi. 10.3390/su12052150
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- Publication type:
- Article
Hydrologic Alteration at the Upper and Middle Part of the Yangtze River, China: Towards Sustainable Water Resource Management Under Increasing Water Exploitation.
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- Sustainability (2071-1050), 2019, v. 11, n. 19, p. 5176, doi. 10.3390/su11195176
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- Article
Development of a Novel Hybrid Optimization Algorithm for Minimizing Irrigation Deficiencies.
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- Sustainability (2071-1050), 2019, v. 11, n. 8, p. 2337, doi. 10.3390/su11082337
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- Article
Advanced machine learning model for better prediction accuracy of soil temperature at different depths.
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- PLoS ONE, 2020, v. 15, n. 4, p. 1, doi. 10.1371/journal.pone.0231055
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- Article
An improved model based on the support vector machine and cuckoo algorithm for simulating reference evapotranspiration.
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- PLoS ONE, 2019, v. 14, n. 5, p. 1, doi. 10.1371/journal.pone.0217499
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- Article
Modelling reference evapotranspiration by combining neuro-fuzzy and evolutionary strategies.
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- Acta Geophysica, 2020, v. 68, n. 4, p. 1113, doi. 10.1007/s11600-020-00446-9
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- Article
Modeling Air Entrainment Rate and Aeration Efficiency of Weirs Using ANN Approach.
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- Gazi University Journal of Science, 2009, v. 22, n. 2, p. 107
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- Article
Prediction of long-term monthly air temperature using geographical inputs.
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- International Journal of Climatology, 2014, v. 34, n. 1, p. 179, doi. 10.1002/joc.3676
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- Publication type:
- Article
A Theoretical Approach for Forecasting Different Types of Drought Simultaneously, Using Entropy Theory and Machine-Learning Methods.
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- ISPRS International Journal of Geo-Information, 2020, v. 9, n. 12, p. 701, doi. 10.3390/ijgi9120701
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- Publication type:
- Article
Advancements in evaporation prediction: introducing the Gated Recurrent Unit–Multi-Kernel Extreme Learning Machine (MKELM)–Gaussian Process Regression (GPR) model.
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- Environmental Sciences Europe, 2024, v. 36, n. 1, p. 1, doi. 10.1186/s12302-024-01028-y
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- Publication type:
- Article
Determining Flow Friction Factor in Irrigation Pipes Using Data Mining and Artificial Intelligence Approaches.
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- Applied Artificial Intelligence, 2014, v. 28, n. 8, p. 793, doi. 10.1080/08839514.2014.952923
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- Article
Predicting the geometry of regime rivers using M5 model tree, multivariate adaptive regression splines and least square support vector regression methods.
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- International Journal of River Basin Management, 2019, v. 17, n. 3, p. 333, doi. 10.1080/15715124.2018.1546731
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- Article
Estimating the incubated river water quality indicator based on machine learning and deep learning paradigms: BOD5 Prediction.
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- Mathematical Biosciences & Engineering, 2022, v. 19, n. 12, p. 12744, doi. 10.3934/mbe.2022595
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- Publication type:
- Article
A New Method for Evaporation Modeling: Dynamic Evolving Neural-Fuzzy Inference System.
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- Advances in Meteorology, 2017, p. 1, doi. 10.1155/2017/5356324
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- Article
Improving Accuracy of River Flow Forecasting Using LSSVR with Gravitational Search Algorithm.
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- Advances in Meteorology, 2017, p. 1, doi. 10.1155/2017/2391621
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- Publication type:
- Article
Hydrological Hazards in a Changing Environment: Early Warning, Forecasting, and Impact Assessment.
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- Advances in Meteorology, 2016, p. 1, doi. 10.1155/2016/2752091
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- Publication type:
- Article
Flood Hazard Mapping by Using Geographic Information System and Hydraulic Model: Mert River, Samsun, Turkey.
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- Advances in Meteorology, 2016, p. 1, doi. 10.1155/2016/4891015
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- Article
A nonlinear modelling-based high-order response surface method for predicting monthly pan evaporations.
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- Hydrology & Earth System Sciences Discussions, 2016, p. 1, doi. 10.5194/hess-2016-191
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- Publication type:
- Article
Comparison of six different soft computing methods in modeling evaporation in different climates.
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- Hydrology & Earth System Sciences Discussions, 2016, p. 1, doi. 10.5194/hess-2016-247
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- Publication type:
- Article
A new approach for modeling suspended sediment: Evolutionary fuzzy approach.
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- Hydrology & Earth System Sciences Discussions, 2016, p. 1, doi. 10.5194/hess-2016-213
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- Publication type:
- Article
Comparing data driven models versus numerical models in simulation of waterfront advance in furrow irrigation.
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- Irrigation Science, 2019, v. 37, n. 5, p. 547, doi. 10.1007/s00271-019-00635-5
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- Article
Least squares support vector machine for modeling daily reference evapotranspiration.
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- Irrigation Science, 2013, v. 31, n. 4, p. 611, doi. 10.1007/s00271-012-0336-2
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- Publication type:
- Article