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ORCIDSaro Lee
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2020 – today
- 2023
[j33]Biswajeet Pradhan
, Abhirup Dikshit, Saro Lee, Hyesu Kim:
An explainable AI (XAI) model for landslide susceptibility modeling. Appl. Soft Comput. 142: 110324 (2023)- [j32]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: 106699 (2023) - [j31]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): 152 (2023) - 2022
- [j30]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: 108254 (2022) - 2021
- [j29]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): 1196 (2021) - [j28]Hyung-Sup Jung, Saro Lee:
Remote Sensing and Geoscience Information Systems Applied to Groundwater Research. Remote. Sens. 13(11): 2086 (2021) - [j27]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): 4966 (2021) - [j26]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: 1923-1937 (2021) - [c6]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: 8612-8615 - 2020
- [j25]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): 566 (2020) - [j24]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): 490 (2020) - [j23]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): 1200 (2020) - [j22]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): 2833 (2020) - [j21]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): 3284 (2020) - [j20]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): 3389 (2020) - [j19]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): 3675 (2020)
2010 – 2019
- 2019
- [j18]Hamed Javdanian, Saro Lee:
Evaluating unconfined compressive strength of cohesive soils stabilized with geopolymer: a computational intelligence approach. Eng. Comput. 35(1): 191-199 (2019) - [j17]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:
Erratum: Dieu, T.B. et al. A Novel Integrated Approach of Relevance Vector Machine Optimized by Imperialist Competitive Algorithm for Spatial Modeling of Shallow Landslides. Remote Sens. 2018, 10, 1538. Remote. Sens. 11(1): 57 (2019) - [j16]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): 931 (2019) - [j15]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): 1375 (2019) - [j14]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): 1589 (2019) - [j13]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): 2285 (2019) - [j12]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): 2444 (2019) - 2018
- [j11]Hyung-Sup Jung, Saro Lee, Lei Zhang:
Sensor Technologies and Methods for Geoinformatics and Remote Sensing. J. Sensors 2018: 3816727:1-3816727:2 (2018) - [j10]Prima Riza Kadavi, Chang-Wook Lee, Saro Lee:
Application of Ensemble-Based Machine Learning Models to Landslide Susceptibility Mapping. Remote. Sens. 10(8): 1252 (2018) - [j9]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): 1538 (2018) - [j8]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): 1545 (2018) - [j7]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): 2464 (2018) - 2017
- [j6]Hyun-Joo Oh, Saro Lee, Soo-Min Hong:
Landslide Susceptibility Assessment Using Frequency Ratio Technique with Iterative Random Sampling. J. Sensors 2017: 3730913:1-3730913:21 (2017) - 2012
- [j5]Omar F. Althuwaynee, Biswajeet Pradhan, Saro Lee:
Application of an evidential belief function model in landslide susceptibility mapping. Comput. Geosci. 44: 120-135 (2012) - [j4]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: 228-238 (2012) - 2011
- [c5]Saro Lee, Chandra Prakash Poudyal:
Landslide hazard mapping using geospatial models. COM.Geo 2011: 34:1-34:5 - [c4]Saro Lee:
Integration of mineral potential maps from various geospatial models. COM.Geo 2011: 52:1-52:2 - 2010
- [j3]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): 747-759 (2010) - [j2]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): 216-235 (2010)
2000 – 2009
- 2006
- [c3]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: 1549-1552 - [c2]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: 1576-1579 - 2004
- [j1]Saro Lee, J. Choi:
Landslide susceptibility mapping using GIS and the weight-of-evidence model. Int. J. Geogr. Inf. Sci. 18(8): 789-814 (2004) - 2002
- [c1]Saro Lee, J. Choi, U. Chwae, B. Chang:
Landslide susceptibility analysis using weight of evidence. IGARSS 2002: 2865-2867
Coauthor Index
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