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Application of Machine Learning Models in Agricultural and Meteorological Sciences
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Abstract
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Individual chapters are listed in the "Chapters" tab
Suggested Citation
DOI: 10.1007/978-981-19-9733-4
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Book Chapters
The following chapters of this book are listed in IDEAS- Mohammad Ehteram & Akram Seifi & Fatemeh Barzegari Banadkooki, 2023. "The Importance of Agricultural and Meteorological Predictions Using Machine Learning Models," Springer Books, in: Application of Machine Learning Models in Agricultural and Meteorological Sciences, chapter 0, pages 1-22, Springer.
- Mohammad Ehteram & Akram Seifi & Fatemeh Barzegari Banadkooki, 2023. "Structure of Particle Swarm Optimization (PSO)," Springer Books, in: Application of Machine Learning Models in Agricultural and Meteorological Sciences, chapter 0, pages 23-32, Springer.
- Mohammad Ehteram & Akram Seifi & Fatemeh Barzegari Banadkooki, 2023. "Structure of Shark Optimization Algorithm," Springer Books, in: Application of Machine Learning Models in Agricultural and Meteorological Sciences, chapter 0, pages 33-42, Springer.
- Mohammad Ehteram & Akram Seifi & Fatemeh Barzegari Banadkooki, 2023. "Sunflower Optimization Algorithm," Springer Books, in: Application of Machine Learning Models in Agricultural and Meteorological Sciences, chapter 0, pages 43-47, Springer.
- Mohammad Ehteram & Akram Seifi & Fatemeh Barzegari Banadkooki, 2023. "Henry Gas Solubility Optimizer," Springer Books, in: Application of Machine Learning Models in Agricultural and Meteorological Sciences, chapter 0, pages 49-53, Springer.
- Mohammad Ehteram & Akram Seifi & Fatemeh Barzegari Banadkooki, 2023. "Structure of Crow Optimization Algorithm," Springer Books, in: Application of Machine Learning Models in Agricultural and Meteorological Sciences, chapter 0, pages 55-60, Springer.
- Mohammad Ehteram & Akram Seifi & Fatemeh Barzegari Banadkooki, 2023. "Structure of Salp Swarm Algorithm," Springer Books, in: Application of Machine Learning Models in Agricultural and Meteorological Sciences, chapter 0, pages 61-65, Springer.
- Mohammad Ehteram & Akram Seifi & Fatemeh Barzegari Banadkooki, 2023. "Structure of Dragonfly Optimization Algorithm," Springer Books, in: Application of Machine Learning Models in Agricultural and Meteorological Sciences, chapter 0, pages 67-72, Springer.
- Mohammad Ehteram & Akram Seifi & Fatemeh Barzegari Banadkooki, 2023. "Rat Swarm Optimization Algorithm," Springer Books, in: Application of Machine Learning Models in Agricultural and Meteorological Sciences, chapter 0, pages 73-76, Springer.
- Mohammad Ehteram & Akram Seifi & Fatemeh Barzegari Banadkooki, 2023. "Antlion Optimization Algorithm," Springer Books, in: Application of Machine Learning Models in Agricultural and Meteorological Sciences, chapter 0, pages 77-82, Springer.
- Mohammad Ehteram & Akram Seifi & Fatemeh Barzegari Banadkooki, 2023. "Predicting Evaporation Using Optimized Multilayer Perceptron," Springer Books, in: Application of Machine Learning Models in Agricultural and Meteorological Sciences, chapter 0, pages 83-100, Springer.
- Mohammad Ehteram & Akram Seifi & Fatemeh Barzegari Banadkooki, 2023. "Predicting Rainfall Using Inclusive Multiple Model and Radial Basis Function Neural Network," Springer Books, in: Application of Machine Learning Models in Agricultural and Meteorological Sciences, chapter 0, pages 101-115, Springer.
- Mohammad Ehteram & Akram Seifi & Fatemeh Barzegari Banadkooki, 2023. "Predicting Temperature Using Optimized Adaptive Neuro-fuzzy Interface System and Bayesian Model Averaging," Springer Books, in: Application of Machine Learning Models in Agricultural and Meteorological Sciences, chapter 0, pages 117-130, Springer.
- Mohammad Ehteram & Akram Seifi & Fatemeh Barzegari Banadkooki, 2023. "Predicting Evapotranspiration Using Support Vector Machine Model and Hybrid Gamma Test," Springer Books, in: Application of Machine Learning Models in Agricultural and Meteorological Sciences, chapter 0, pages 131-145, Springer.
- Mohammad Ehteram & Akram Seifi & Fatemeh Barzegari Banadkooki, 2023. "Predicting Infiltration Using Kernel Extreme Learning Machine Model Under Input and Parameter Uncertainty," Springer Books, in: Application of Machine Learning Models in Agricultural and Meteorological Sciences, chapter 0, pages 147-162, Springer.
- Mohammad Ehteram & Akram Seifi & Fatemeh Barzegari Banadkooki, 2023. "Predicting Solar Radiation Using Optimized Generalized Regression Neural Network," Springer Books, in: Application of Machine Learning Models in Agricultural and Meteorological Sciences, chapter 0, pages 163-174, Springer.
- Mohammad Ehteram & Akram Seifi & Fatemeh Barzegari Banadkooki, 2023. "Predicting Wind Speed Using Optimized Long Short-Term Memory Neural Network," Springer Books, in: Application of Machine Learning Models in Agricultural and Meteorological Sciences, chapter 0, pages 175-186, Springer.
- Mohammad Ehteram & Akram Seifi & Fatemeh Barzegari Banadkooki, 2023. "Predicting Dew Point Using Optimized Least Square Support Vector Machine Models," Springer Books, in: Application of Machine Learning Models in Agricultural and Meteorological Sciences, chapter 0, pages 187-196, Springer.
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