Jalal Shiri

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 6

Top Topics

Machine Learning Methods

Firefly Algorithm

Solar Radiation

Top Venues

Comput. Electron. Agric.

Comput. Geosci.

Eng. Appl. Artif. Intell.

Appl. Math. Comput.

Publications

Meysam Alizamir, Jalal Shiri, Ahmad Fakheri Fard, Sungwon Kim, Alireza Docheshmeh Gorgij, Salim Heddam, Vijay P. Singh
Improving the accuracy of daily solar radiation prediction by climatic data using an efficient hybrid deep learning model: Long short-term memory (LSTM) network coupled with wavelet transform. Eng. Appl. Artif. Intell. 123 (Part A) (2023)
Özgür Kisi, Meysam Alizamir, Slavisa Trajkovic, Jalal Shiri, Sungwon Kim
Solar Radiation Estimation in Mediterranean Climate by Weather Variables Using a Novel Bayesian Model Averaging and Machine Learning Methods. Neural Process. Lett. 52 (3) (2020)
Sepideh Karimi, Jalal Shiri, Pau Martí
Supplanting missing climatic inputs in classical and random forest models for estimating reference evapotranspiration in humid coastal areas of Iran. Comput. Electron. Agric. 176 (2020)
Jalal Shiri, Pau Martí, Sepideh Karimi, Gorka Landeras
Data splitting strategies for improving data driven models for reference evapotranspiration estimation among similar stations. Comput. Electron. Agric. 162 (2019)
Jalal Shiri, Ali Keshavarzi, Özgür Kisi, Ursula Iturrarán-Viveros, Ali Bagherzadeh, Rouhollah Mousavi, Sepideh Karimi
Modeling soil cation exchange capacity using soil parameters: Assessing the heuristic models. Comput. Electron. Agric. 135 (2017)
Jalal Shiri, Ali Keshavarzi, Özgür Kisi, Sepideh Karimi
Using soil easily measured parameters for estimating soil water capacity: Soft computing approaches. Comput. Electron. Agric. 141 (2017)
Jalal Shiri, Ali Ashraf Sadraddini, Amir Hossein Nazemi, Pau Martí, Ahmad Fakheri Fard, Özgür Kisi, Gorka Landeras
Independent testing for assessing the calibration of the Hargreaves-Samani equation: New heuristic alternatives for Iran. Comput. Electron. Agric. 117 (2015)
Özgür Kisi, Jalal Shiri, Sepideh Karimi, Shahaboddin Shamshirband, Shervin Motamedi, Dalibor Petkovic, Roslan Hashim
A survey of water level fluctuation predicting in Urmia Lake using support vector machine with firefly algorithm. Appl. Math. Comput. 270 (2015)
Jalal Shiri, Özgür Kisi, Heesung Yoon, Kang-Kun Lee, Amir Hossein Nazemi
Predicting groundwater level fluctuations with meteorological effect implications - A comparative study among soft computing techniques. Comput. Geosci. 56 (2013)
Sepideh Karimi, Özgür Kisi, Jalal Shiri, Oleg Makarynskyy
Neuro-fuzzy and neural network techniques for forecasting sea level in Darwin Harbor, Australia. Comput. Geosci. 52 (2013)
Özgür Kisi, Jalal Shiri, Mustafa Tombul
Modeling rainfall-runoff process using soft computing techniques. Comput. Geosci. 51 (2013)
Özgür Kisi, Jalal Shiri
River suspended sediment estimation by climatic variables implication: Comparative study among soft computing techniques. Comput. Geosci. 43 (2012)
Özgür Kisi, Jalal Shiri, Bagher Nikoofar
Forecasting daily lake levels using artificial intelligence approaches. Comput. Geosci. 41 (2012)
Jalal Shiri, Özgür Kisi
Comparison of genetic programming with neuro-fuzzy systems for predicting short-term water table depth fluctuations. Comput. Geosci. 37 (10) (2011)
Mohammad Ali Ghorbani, Rahman Khatibi, Ali Aytek, Oleg Makarynskyy, Jalal Shiri
Sea water level forecasting using genetic programming and comparing the performance with Artificial Neural Networks. Comput. Geosci. 36 (5) (2010)