Abolfazl Jaafari

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 18

Top Topics

Reduced Error Pruning

Hybrid Particle Swarm Optimization

Machine Learning

Locally Weighted

Top Venues

Ecol. Informatics

Comput. Electron. Agric.

ISPRS Int. J. Geo Inf.

Int. J. Appl. Earth Obs. Geoinformation

Publications

Xiuqing Wang, Davood Mafi Gholami, Saied Pirasteh, Tao Wang, Huxiong Li, Tim G. Frazier, Akram Nouri Kamari, Abolfazl Jaafari, Ammar O. Abulibdeh
Assessing spatial-Temporal dynamics of vulnerability of protected areas in Iran to multiple environmental hazards. Int. J. Appl. Earth Obs. Geoinformation 132 (2024)
Bahram Choubin, Abolfazl Jaafari, Jalal Henareh, Farzaneh Sajedi Hosseini, Amir Mosavi
Averaged Neural Network Integrated with Recursive Feature Elimination for Flood Hazard Assessment. SACI (2023)
Tran Xuan Bien, Abolfazl Jaafari, Tran Van Phong, Phan Trong Trinh, Binh Thai Pham
Groundwater potential mapping in the Central Highlands of Vietnam using spatially explicit machine learning. Earth Sci. Informatics 16 (1) (2023)
Parisa Panahi, Abolfazl Jaafari, Hasan Asgari, Mehdi Pourhashemi, Maryam Hasaninejad
Comparing water requirements of urban landscape plants in an arid environment: An application of the WUCOLS method in the National Botanical Garden of Iran. Ecol. Informatics 78 (2023)
Bahareh Ghasemian, Himan Shahabi, Ataollah Shirzadi, Nadhir Al-Ansari, Abolfazl Jaafari, Victoria R. Kress, Marten Geertsema, Somayeh Renoud, Anuar Ahmad
A Robust Deep-Learning Model for Landslide Susceptibility Mapping: A Case Study of Kurdistan Province, Iran. Sensors 22 (4) (2022)
Abolfazl Jaafari, Mahdi Panahi, Davood Mafi Gholami, Omid Rahmati, Himan Shahabi, Ataollah Shirzadi, Saro Lee, Dieu Tien Bui, Biswajeet Pradhan
Swarm intelligence optimization of the group method of data handling using the cuckoo search and whale optimization algorithms to model and predict landslides. Appl. Soft Comput. 116 (2022)
Zahra Kayhomayoon, Sami Ghordoyee-Milan, Abolfazl Jaafari, Naser Arya-Azar, Assefa M. Melesse, Hamid Kardan Moghaddam
How does a combination of numerical modeling, clustering, artificial intelligence, and evolutionary algorithms perform to predict regional groundwater levels? Comput. Electron. Agric. 203 (2022)
Tran Thi Tuyen, Abolfazl Jaafari, Hoang Phan Hai Yen, Trung Nguyen-Thoi, Tran Van Phong, Huu Duy Nguyen, Hiep Van Le, Tran Thi Mai Phuong, Son Hoang Nguyen, Indra Prakash, Binh Thai Pham
Mapping forest fire susceptibility using spatially explicit ensemble models based on the locally weighted learning algorithm. Ecol. Informatics 63 (2021)
Binh Thai Pham, Abolfazl Jaafari, Trung Nguyen-Thoi, Tran Van Phong, Duy Huu Nguyen, Neelima Satyam, Md Masroor, Sufia Rehman, Haroon Sajjad, Mehebub Sahana, Hiep Van Le, Indra Prakash
Ensemble machine learning models based on Reduced Error Pruning Tree for prediction of rainfall-induced landslides. Int. J. Digit. Earth 14 (5) (2021)
Saied Pirasteh, Eric K. Zenner, Davood Mafi Gholami, Abolfazl Jaafari, Akram Nouri Kamari, Guoxiang Liu, Qing Zhu, Jonathan Li
Modeling mangrove responses to multi-decadal climate change and anthropogenic impacts using a long-term time series of satellite imagery. Int. J. Appl. Earth Obs. Geoinformation 102 (2021)
Binh Thai Pham, Abolfazl Jaafari, Tran Van Phong, Davood Mafi Gholami, Mahdis Amiri, Nguyen Van Tao, Van-Hao Duong, Indra Prakash
Naïve Bayes ensemble models for groundwater potential mapping. Ecol. Informatics 64 (2021)
Binh Thai Pham, Abolfazl Jaafari, Mohammadtaghi Avand, Nadhir Al-Ansari, Tran Dinh Du, Hoang Phan Hai Yen, Tran Van Phong, Duy Huu Nguyen, Hiep Van Le, Davood Mafi Gholami, Indra Prakash, Hoang Thi Thuy, Tran Thi Tuyen
Performance Evaluation of Machine Learning Methods for Forest Fire Modeling and Prediction. Symmetry 12 (6) (2020)
Dieu Tien Bui, Hossein Moayedi, Mesut Gör, Abolfazl Jaafari, Loke Kok Foong
Predicting Slope Stability Failure through Machine Learning Paradigms. ISPRS Int. J. Geo Inf. 8 (9) (2019)
Mahmoud Bayat, Mansour Ghorbanpour, Rozita Zare, Abolfazl Jaafari, Binh Thai Pham
Application of artificial neural networks for predicting tree survival and mortality in the Hyrcanian forest of Iran. Comput. Electron. Agric. 164 (2019)
Abolfazl Jaafari, Davood Mafi Gholami, Binh Thai Pham, Dieu Tien Bui
Wildfire Probability Mapping: Bivariate vs. Multivariate Statistics. Remote. Sens. 11 (6) (2019)
Hossein Moayedi, Dieu Tien Bui, Mesut Gör, Biswajeet Pradhan, Abolfazl Jaafari
The Feasibility of Three Prediction Techniques of the Artificial Neural Network, Adaptive Neuro-Fuzzy Inference System, and Hybrid Particle Swarm Optimization for Assessing the Safety Factor of Cohesive Slopes. ISPRS Int. J. Geo Inf. 8 (9) (2019)
Abolfazl Jaafari, Eric K. Zenner, Binh Thai Pham
Wildfire spatial pattern analysis in the Zagros Mountains, Iran: A comparative study of decision tree based classifiers. Ecol. Informatics 43 (2018)
Abolfazl Jaafari, Davood Mafi Gholami, Eric K. Zenner
A Bayesian modeling of wildfire probability in the Zagros Mountains, Iran. Ecol. Informatics 39 (2017)