Saro Lee

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 29

Top Topics

Machine Learning

Learning Algorithm

Logistic Regression

Top Venues

Appl. Soft Comput.

Publications

Biswajeet Pradhan, Abhirup Dikshit, Saro Lee, Hyesu Kim
An explainable AI (XAI) model for landslide susceptibility modeling. Appl. Soft Comput. 142 (2023)
Fatma Trabelsi, Salsebil Bel Hadj Ali, Saro Lee
Comparison of Novel Hybrid and Benchmark Machine Learning Algorithms to Predict Groundwater Potentiality: Case of a Drought-Prone Region of Medjerda Basin, Northern Tunisia. Remote. Sens. 15 (1) (2023)
Fatemeh Rezaie, Mahdi Panahi, Sayed M. Bateni, Saro Lee, Changhyun Jun, Clay Trauernicht, Christopher M. U. Neale
Development of novel optimized deep learning algorithms for wildfire modeling: A case study of Maui, Hawai'i. Eng. Appl. Artif. Intell. 125 (2023)
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)
Ru Liu, Jianbing Peng, Yanqiu Leng, Saro Lee, Mahdi Panahi, Wei Chen, Xia Zhao
Hybrids of Support Vector Regression with Grey Wolf Optimizer and Firefly Algorithm for Spatial Prediction of Landslide Susceptibility. Remote. Sens. 13 (24) (2021)
Hyung-Sup Jung, Saro Lee
Remote Sensing and Geoscience Information Systems Applied to Groundwater Research. Remote. Sens. 13 (11) (2021)
Fatemeh Rezaie, Sayed M. Bateni, Essam Heggy, Saro Lee
Utilizing the SAR, GIS, and Novel Hybrid Metaheuristic-GMDH Algorithm for Flood Susceptibility Mapping. IGARSS (2021)
Muhammad Fulki Fadhillah, Saro Lee, Chang-Wook Lee, Yu-Chul Park
Application of Support Vector Regression and Metaheuristic Optimization Algorithms for Groundwater Potential Mapping in Gangneung-si, South Korea. Remote. Sens. 13 (6) (2021)
Hamid Reza Pourghasemi, Mahdis Amiri, Mohsen Edalat, Amir Hossein Ahrari, Mahdi Panahi, Nitheshnirmal Sadhasivam, Saro Lee
Assessment of Urban Infrastructures Exposed to Flood Using Susceptibility Map and Google Earth Engine. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Alireza Arabameri, Saro Lee, John P. Tiefenbacher, Phuong-Thao Thi Ngo
Novel Ensemble of MCDM-Artificial Intelligence Techniques for Groundwater-Potential Mapping in Arid and Semi-Arid Regions (Iran). Remote. Sens. 12 (3) (2020)
Subodh Chandra Pal, Alireza Arabameri, Thomas Blaschke, Indrajit Chowdhuri, Asish Saha, Rabin Chakrabortty, Saro Lee, Shahab S. Band
Ensemble of Machine-Learning Methods for Predicting Gully Erosion Susceptibility. Remote. Sens. 12 (22) (2020)
Azam Kadirhodjaev, Fatemeh Rezaie, Moung-Jin Lee, Saro Lee
Landslide Susceptibility Assessment Using an Optimized Group Method of Data Handling Model. ISPRS Int. J. Geo Inf. 9 (10) (2020)
Alireza Arabameri, Ebrahim Karimi-Sangchini, Subodh Chandra Pal, Asish Saha, Indrajit Chowdhuri, Saro Lee, Dieu Tien Bui
Novel Credal Decision Tree-Based Ensemble Approaches for Predicting the Landslide Susceptibility. Remote. Sens. 12 (20) (2020)
Paramita Roy, Subodh Chandra Pal, Alireza Arabameri, Rabin Chakrabortty, Biswajeet Pradhan, Indrajit Chowdhuri, Saro Lee, Dieu Tien Bui
Novel Ensemble of Multivariate Adaptive Regression Spline with Spatial Logistic Regression and Boosted Regression Tree for Gully Erosion Susceptibility. Remote. Sens. 12 (20) (2020)
Alireza Arabameri, Omid Asadi Nalivan, Subodh Chandra Pal, Rabin Chakrabortty, Asish Saha, Saro Lee, Biswajeet Pradhan, Dieu Tien Bui
Novel Machine Learning Approaches for Modelling the Gully Erosion Susceptibility. Remote. Sens. 12 (17) (2020)
Sunmin Lee, Yunjung Hyun, Saro Lee, Moung-Jin Lee
Groundwater Potential Mapping Using Remote Sensing and GIS-Based Machine Learning Techniques. Remote. Sens. 12 (7) (2020)
Dieu Tien Bui, Himan Shahabi, Ebrahim Omidvar, Ataollah Shirzadi, Marten Geertsema, John J. Clague, Khabat Khosravi, Biswajeet Pradhan, Binh Thai Pham, Kamran Chapi, Zahra Barati, Baharin Bin Ahmad, Hosein Rahmani, Gyula Gróf, Saro Lee
Shallow Landslide Prediction Using a Novel Hybrid Functional Machine Learning Algorithm. Remote. Sens. 11 (8) (2019)
Dieu Tien Bui, Khabat Khosravi, Himan Shahabi, Prasad Daggupati, Jan Franklin Adamowski, Assefa M. Melesse, Binh Thai Pham, Hamid Reza Pourghasemi, Mehrnoosh Mahmoudi, Sepideh Bahrami, Biswajeet Pradhan, Ataollah Shirzadi, Kamran Chapi, Saro Lee
Flood Spatial Modeling in Northern Iran Using Remote Sensing and GIS: A Comparison between Evidential Belief Functions and Its Ensemble with a Multivariate Logistic Regression Model. Remote. Sens. 11 (13) (2019)
Dieu Tien Bui, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Nhat-Duc Hoang, Binh Thai Pham, Quang-Thanh Bui, Chuyen-Trung Tran, Mahdi Panahi, Baharin Bin Ahmad, Saro Lee
, 1538. Remote. Sens. 11 (1) (2019)
Dieu Tien Bui, Ataollah Shirzadi, Himan Shahabi, Kamran Chapi, Ebrahim Omidvar, Binh Thai Pham, Dawood Talebpour Asl, Hossein Khaledian, Biswajeet Pradhan, Mahdi Panahi, Baharin Bin Ahmad, Hosein Rahmani, Gyula Gróf, Saro Lee
A Novel Ensemble Artificial Intelligence Approach for Gully Erosion Mapping in a Semi-Arid Watershed (Iran). Sensors 19 (11) (2019)
Jeong-Cheol Kim, Hyung-Sup Jung, Saro Lee
Spatial Mapping of the Groundwater Potential of the Geum River Basin Using Ensemble Models Based on Remote Sensing Images. Remote. Sens. 11 (19) (2019)
Omid Rahmati, Davoud Davoudi Moghaddam, Vahid Moosavi, Zahra Kalantari, Mahmood Samadi, Saro Lee, Dieu Tien Bui
An Automated Python Language-Based Tool for Creating Absence Samples in Groundwater Potential Mapping. Remote. Sens. 11 (11) (2019)
Hamed Javdanian, Saro Lee
Evaluating unconfined compressive strength of cohesive soils stabilized with geopolymer: a computational intelligence approach. Eng. Comput. 35 (1) (2019)
Dieu Tien Bui, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Nhat-Duc Hoang, Binh Thai Pham, Quang-Thanh Bui, Chuyen-Trung Tran, Mahdi Panahi, Baharin Bin Ahmad, Saro Lee
A Novel Integrated Approach of Relevance Vector Machine Optimized by Imperialist Competitive Algorithm for Spatial Modeling of Shallow Landslides. Remote. Sens. 10 (10) (2018)
Prima Riza Kadavi, Chang-Wook Lee, Saro Lee
Application of Ensemble-Based Machine Learning Models to Landslide Susceptibility Mapping. Remote. Sens. 10 (8) (2018)
Dieu Tien Bui, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Biswajeet Pradhan, Wei Chen, Khabat Khosravi, Mahdi Panahi, Baharin Bin Ahmad, Saro Lee
Land Subsidence Susceptibility Mapping in South Korea Using Machine Learning Algorithms. Sensors 18 (8) (2018)
Hyung-Sup Jung, Saro Lee, Lei Zhang
Sensor Technologies and Methods for Geoinformatics and Remote Sensing. J. Sensors 2018 (2018)
Sungjae Park, Chang-Wook Lee, Saro Lee, Moung-Jin Lee
Landslide Susceptibility Mapping and Comparison Using Decision Tree Models: A Case Study of Jumunjin Area, Korea. Remote. Sens. 10 (10) (2018)
Hyun-Joo Oh, Saro Lee, Soo-Min Hong
Landslide Susceptibility Assessment Using Frequency Ratio Technique with Iterative Random Sampling. J. Sensors 2017 (2017)
Inhye Park, Jaewon Choi, Moung Jin Lee, Saro Lee
Application of an adaptive neuro-fuzzy inference system to ground subsidence hazard mapping. Comput. Geosci. 48 (2012)
Omar F. Althuwaynee, Biswajeet Pradhan, Saro Lee
Application of an evidential belief function model in landslide susceptibility mapping. Comput. Geosci. 44 (2012)
Saro Lee, Chandra Prakash Poudyal
Landslide hazard mapping using geospatial models. COM.Geo (2011)
Saro Lee
Integration of mineral potential maps from various geospatial models. COM.Geo (2011)
Biswajeet Pradhan, Saro Lee, Manfred F. Buchroithner
A GIS-based back-propagation neural network model and its cross-application and validation for landslide susceptibility analyses. Comput. Environ. Urban Syst. 34 (3) (2010)
Biswajeet Pradhan, Saro Lee
Landslide susceptibility assessment and factor effect analysis: backpropagation artificial neural networks and their comparison with frequency ratio and bivariate logistic regression modelling. Environ. Model. Softw. 25 (6) (2010)
Saro Lee, Kidong Kim, Hyun-Joo Oh
Ground Subsidence Hazard Analysis in an Abandoned Underground Coal Mine Area using Probabisltic and Logistic Regression Models. IGARSS (2006)
Saro Lee, Hyun-Joo Oh, No-Wook Park
Mineral Potential Assessment of Sedimentary Deposit using Frequency Ratio and Logistic Regression of Gangreung Area, Korea. IGARSS (2006)
Saro Lee, J. Choi
Landslide susceptibility mapping using GIS and the weight-of-evidence model. Int. J. Geogr. Inf. Sci. 18 (8) (2004)
Saro Lee, J. Choi, U. Chwae, B. Chang
Landslide susceptibility analysis using weight of evidence. IGARSS (2002)