Saeid Janizadeh

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Machine Learning

Top Venues

Earth Sci. Informatics

Appl. Soft Comput.

Publications

Saeid Janizadeh, Thanh-Hai Tran, Sayed M. Bateni, Changhyun Jun, Dongkyun Kim, Clay Trauernicht, Essam Heggy
Advancing the LightGBM approach with three novel nature-inspired optimizers for predicting wildfire susceptibility in Kaua'i and Moloka'i Islands, Hawaii. Expert Syst. Appl. 258 (2024)
Duong Tran Anh, Manish Pandey, Varun Narayan Mishra, Kiran Kumari Singh, Kourosh Ahmadi, Saeid Janizadeh, Thanh-Hai Tran, Nguyen Thi Thuy Linh, Nguyen Mai Dang
Assessment of groundwater potential modeling using support vector machine optimization based on Bayesian multi-objective hyperparameter algorithm. Appl. Soft Comput. 132 (2023)
Mehdi Vafakhah, Ali Nasiri Khiavi, Saeid Janizadeh, Hojatolah Ganjkhanlo
Evaluating different machine learning algorithms for snow water equivalent prediction. Earth Sci. Informatics 15 (4) (2022)
Khalifa M. Al-Kindi, Saeid Janizadeh
Machine Learning and Hyperparameters Algorithms for Identifying Groundwater Aflaj Potential Mapping in Semi-Arid Ecosystems Using LiDAR, Sentinel-2, GIS Data, and Analysis. Remote. Sens. 14 (21) (2022)
Bahareh Kalantar, Naonori Ueda, Vahideh Saeidi, Saeid Janizadeh, Fariborz Shabani, Kourosh Ahmadi, Farzin Shabani
Deep Neural Network Utilizing Remote Sensing Datasets for Flood Hazard Susceptibility Mapping in Brisbane, Australia. Remote. Sens. 13 (13) (2021)
Shahab S. Band, Saeid Janizadeh, Subodh Chandra Pal, Indrajit Chowdhuri, Zhaleh Siabi, Akbar Norouzi, Assefa M. Melesse, Manouchehr Shokri, Amirhosein Mosavi
Comparative Analysis of Artificial Intelligence Models for Accurate Estimation of Groundwater Nitrate Concentration. Sensors 20 (20) (2020)
Shahab S. Band, Saeid Janizadeh, Subodh Chandra Pal, Asish Saha, Rabin Chakrabortty, Manouchehr Shokri, Amirhosein Mosavi
Novel Ensemble Approach of Deep Learning Neural Network (DLNN) Model and Particle Swarm Optimization (PSO) Algorithm for Prediction of Gully Erosion Susceptibility. Sensors 20 (19) (2020)
Kourosh Ahmadi, Bahareh Kalantar, Vahideh Saeidi, Elaheh K. G. Harandi, Saeid Janizadeh, Naonori Ueda
Comparison of Machine Learning Methods for Mapping the Stand Characteristics of Temperate Forests Using Multi-Spectral Sentinel-2 Data. Remote. Sens. 12 (18) (2020)
Mohammadtaghi Avand, Saeid Janizadeh, Dieu Tien Bui, Pham Viet Hoa, Phuong-Thao Thi Ngo, Viet-Ha Nhu
A tree-based intelligence ensemble approach for spatial prediction of potential groundwater. Int. J. Digit. Earth 13 (12) (2020)
Shahab S. Band, Saeid Janizadeh, Subodh Chandra Pal, Asish Saha, Rabin Chakrabortty, Assefa M. Melesse, Amirhosein Mosavi
Flash Flood Susceptibility Modeling Using New Approaches of Hybrid and Ensemble Tree-Based Machine Learning Algorithms. Remote. Sens. 12 (21) (2020)
Xinxiang Lei, Wei Chen, Mohammadtaghi Avand, Saeid Janizadeh, Narges Kariminejad, Hejar Shahabi, Romulus Costache, Himan Shahabi, Ataollah Shirzadi, Amir Mosavi
GIS-Based Machine Learning Algorithms for Gully Erosion Susceptibility Mapping in a Semi-Arid Region of Iran. Remote. Sens. 12 (15) (2020)
Bahareh Kalantar, Naonori Ueda, Mohammed Oludare Idrees, Saeid Janizadeh, Kourosh Ahmadi, Farzin Shabani
Forest Fire Susceptibility Prediction Based on Machine Learning Models with Resampling Algorithms on Remote Sensing Data. Remote. Sens. 12 (22) (2020)