Romulus Costache

Publication Activity (10 Years)

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

Top Topics

Learning Algorithm

Random Subspace

Top Venues

Ecol. Informatics

Publications

Bui Nhi Thanh, Tran Van Phong, Phan Trong Trinh, Romulus Costache, Mahdis Amiri, Dam Duc Nguyen, Hiep Van Le, Indra Prakash, Binh Thai Pham
Prediction of coastal erosion susceptible areas of Quang Nam Province, Vietnam using machine learning models. Earth Sci. Informatics 17 (1) (2024)
Mohammad Saood Manzar, Mohammed Benaafi, Romulus Costache, Omar Alagha, Nuhu Dalhat Mu'azu, Mukarram Zubair, Jazuli Abdullahi, S. I. Abba
New generation neurocomputing learning coupled with a hybrid neuro-fuzzy model for quantifying water quality index variable: A case study from Saudi Arabia. Ecol. Informatics 70 (2022)
Hong Zhang, Hoang Nguyen, Xuan-Nam Bui, Biswajeet Pradhan, Panagiotis G. Asteris, Romulus Costache, Jagannath Aryal
A generalized artificial intelligence model for estimating the friction angle of clays in evaluating slope stability using a deep neural network and Harris Hawks optimization algorithm. Eng. Comput. 38 (5) (2022)
Saleh Yousefi, Mohammadtaghi Avand, Peyman Yariyan, Hassan Jahanbazi Goujani, Romulus Costache, Shahla Tavangar, John P. Tiefenbacher
specie using machine learning models: Firuzkuh semi-arid region, Iran. Ecol. Informatics 65 (2021)
Romulus Costache, Alireza Arabameri, Thomas Blaschke, Quoc Bao Pham, Binh Thai Pham, Manish Pandey, Aman Arora, Nguyen Thi Thuy Linh, Iulia Costache
Flash-Flood Potential Mapping Using Deep Learning, Alternating Decision Trees and Data Provided by Remote Sensing Sensors. Sensors 21 (1) (2021)
Viet-Ha Nhu, Phuong-Thao Thi Ngo, Tien Dat Pham, Jie Dou, Xuan Song, Nhat-Duc Hoang, An Dang Tran, Phan Cao Duong, Ibrahim Berkan Aydilek, Mahdis Amiri, Romulus Costache, Pham Viet Hoa, Dieu Tien Bui
A New Hybrid Firefly-PSO Optimized Random Subspace Tree Intelligence for Torrential Rainfall-Induced Flash Flood Susceptible Mapping. Remote. Sens. 12 (17) (2020)
Romulus Costache, Quoc Bao Pham, Ema Corodescu-Rosca, Catalin I. Cîmpianu, Haoyuan Hong, Nguyen Thi Thuy Linh, Ming Fai Chow, Ali Najah Ahmed, Matej Vojtek, Siraj Muhammed Pandhiani, Gabriel Minea, Nicu Ciobotaru, Mihnea Cristian Popa, Daniel Constantin Diaconu, Binh Thai Pham
Using GIS, Remote Sensing, and Machine Learning to Highlight the Correlation between the Land-Use/Land-Cover Changes and Flash-Flood Potential. Remote. Sens. 12 (9) (2020)
Sani Isah Abba, Nguyen Thi Thuy Linh, Jazuli Abdullahi, Shaban Ismael Albrka Ali, Quoc Bao Pham, Rabiu Aliyu Abdulkadir, Romulus Costache, Van Thai Nam, Duong Tran Anh
Hybrid Machine Learning Ensemble Techniques for Modeling Dissolved Oxygen Concentration. IEEE Access 8 (2020)
Romulus Costache, Quoc Bao Pham, Ehsan Sharifi, Nguyen Thi Thuy Linh, Sani Isah Abba, Matej Vojtek, Jana Vojteková, Pham Thi Thao Nhi, Dao Nguyen Khoi
Flash-Flood Susceptibility Assessment Using Multi-Criteria Decision Making and Machine Learning Supported by Remote Sensing and GIS Techniques. Remote. Sens. 12 (1) (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)