Chang-Wook Lee

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 30

Top Topics

Machine Learning

Top Venues

Publications

Arip Syaripudin Nur, Yong Je Kim, Junho Lee, Chang-Wook Lee
Spatial Prediction of Wildfire Susceptibility Using Hybrid Machine Learning Models Based on Support Vector Regression in Sydney, Australia. Remote. Sens. 15 (3) (2023)
Wahyu Luqmanul Hakim, Muhammad Fulki Fadhillah, Bongchan Kim, Sungjae Park, Chang-Wook Lee
Integrating ICOPS Time-Series InSAR Measurement with the Convolutional Neural Network (CNN) and Optimized Hot Spot Analysis (OHSA) to Monitor Land Subsidence in Pekalongan, Indonesia. IGARSS (2023)
Muhammad Fulki Fadhillah, Wahyu Luqmanul Hakim, Suci Ramayanti, Bongchan Kim, Sungjae Park, Chang-Wook Lee
Land Subsidence Estimation on Coastal Land Using Improved Combined Scaterers Interferometry with Optimization (ICOPS) Approach for Insar Time Series. IGARSS (2023)
Mohd Jawed Khan, Pankaj Pratap Singh, Biswajeet Pradhan, Abdullah M. Alamri, Chang-Wook Lee
Extraction of Roads Using the Archimedes Tuning Process with the Quantum Dilated Convolutional Neural Network. Sensors 23 (21) (2023)
Wahyu Luqmanul Hakim, Muhammad Fulki Fadhillah, Kwang-Jae Lee, Seung-Jae Lee, Sung-Ho Chae, Chang-Wook Lee
Land Subsidence and Groundwater Storage Assessment Using ICOPS, GRACE, and Susceptibility Mapping in Pekalongan, Indonesia. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Muhammad Fulki Fadhillah, Arief Rizqiyanto Achmad, Chang-Wook Lee
Improved Combined Scatterers Interferometry With Optimized Point Scatterers (ICOPS) for Interferometric Synthetic Aperture Radar (InSAR) Time-Series Analysis. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Wahyu Luqmanul Hakim, Suci Ramayanti, Sungjae Park, Bokyun Ko, Daekyo Cheong, Chang-Wook Lee
Estimating the Pre-Historical Volcanic Eruption in the Hantangang River Volcanic Field: Experimental and Simulation Study. Remote. Sens. 14 (4) (2022)
Arip Syaripudin Nur, Yong Je Kim, Chang-Wook Lee
Creation of Wildfire Susceptibility Maps in Plumas National Forest Using InSAR Coherence, Deep Learning, and Metaheuristic Optimization Approaches. Remote. Sens. 14 (17) (2022)
Wahyu Luqmanul Hakim, Seul-Ki Lee, Chang-Wook Lee
Land Subsidence Monitoring in Semarang, Indonesia through Optimized Hot Spot Analysis based on Time-Series InSAR Processing. IGARSS (2021)
Ju Han, Arip Nur, Mutiara Syifa, Minsu Ha, Chang-Wook Lee, Ki-Young Lee
Improvement of Earthquake Risk Awareness and Seismic Literacy of Korean Citizens through Earthquake Vulnerability Map from the 2017 Pohang Earthquake, South Korea. Remote. Sens. 13 (7) (2021)
Ahmed Abdulkareem Ahmed, Biswajeet Pradhan, Subrata Chakraborty, Abdullah M. Alamri, Chang-Wook Lee
An Optimized Deep Neural Network Approach for Vehicular Traffic Noise Trend Modeling. IEEE Access 9 (2021)
Imane Serbouti, Mohammed Raji, Mustapha Hakdaoui, Biswajeet Pradhan, Chang-Wook Lee, Abdullah M. Alamri
Pixel and Object-Based Machine Learning Classification Schemes for Lithological Mapping Enhancement of Semi-Arid Regions Using Sentinel-2A Imagery: A Case Study of the Southern Moroccan Meseta. IEEE Access 9 (2021)
Biswajeet Pradhan, Ahmed Abdulkareem Ahmed, Subrata Chakraborty, Abdullah M. Alamri, Chang-Wook Lee
Orthorectification of WorldView-3 Satellite Image Using Airborne Laser Scanning Data. J. Sensors 2021 (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)
Sofia Hakdaoui, Anas Emran, Biswajeet Pradhan, Abdeljebbar Qninba, Taoufik El Balla, Alfred Homère Ngandam Mfondoum, Chang-Wook Lee, Abdullah M. Alamri
Assessing the Changes in the Moisture/Dryness of Water Cavity Surfaces in Imlili Sebkha in Southwestern Morocco by Using Machine Learning Classification in Google Earth Engine. Remote. Sens. 12 (1) (2020)
Mutiara Syifa, Mahdi Panahi, Chang-Wook Lee
Mapping of Post-Wildfire Burned Area Using a Hybrid Algorithm and Satellite Data: The Case of the Camp Fire Wildfire in California, USA. Remote. Sens. 12 (4) (2020)
Ali Mutar Fanos, Biswajeet Pradhan, Abdullah M. Alamri, Chang-Wook Lee
Machine Learning-Based and 3D Kinematic Models for Rockfall Hazard Assessment Using LiDAR Data and GIS. Remote. Sens. 12 (11) (2020)
Muhammad Fulki Fadhillah, Arief Rizqiyanto Achmad, Chang-Wook Lee
Integration of InSAR Time-Series Data and GIS to Assess Land Subsidence along Subway Lines in the Seoul Metropolitan Area, South Korea. Remote. Sens. 12 (21) (2020)
Ratiranjan Jena, Biswajeet Pradhan, Abdullah M. Alamri, Chang-Wook Lee, Hyuck-Jin Park
Earthquake Probability Assessment for the Indian Subcontinent Using Deep Learning. Sensors 20 (16) (2020)
Wahyu Luqmanul Hakim, Arief Rizqiyanto Achmad, Chang-Wook Lee
Land Subsidence Susceptibility Mapping in Jakarta Using Functional and Meta-Ensemble Machine Learning Algorithm Based on Time-Series InSAR Data. Remote. Sens. 12 (21) (2020)
Mutiara Syifa, Subin Ryoo, Chang-Wook Lee
Post-Earthquake Damage Mapping Using Artificial Neural Network and Support Vector Machine Classifiers at Palu, Indonesia. IGARSS (2019)
Lida Noori, Amin Beiranvand Pour, Ghasem Askari, Nader Taghipour, Biswajeet Pradhan, Chang-Wook Lee, Mehdi Honarmand
Comparison of Different Algorithms to Map Hydrothermal Alteration Zones Using ASTER Remote Sensing Data for Polymetallic Vein-Type Ore Exploration: Toroud-Chahshirin Magmatic Belt (TCMB), North Iran. Remote. Sens. 11 (5) (2019)
Mutiara Syifa, Prima Riza Kadavi, Chang-Wook Lee
An Artificial Intelligence Application for Post-Earthquake Damage Mapping in Palu, Central Sulawesi, Indonesia. Sensors 19 (3) (2019)
Alireza Arabameri, Biswajeet Pradhan, Khalil Rezaei, Chang-Wook Lee
Assessment of Landslide Susceptibility Using Statistical- and Artificial Intelligence-Based FR-RF Integrated Model and Multiresolution DEMs. Remote. Sens. 11 (9) (2019)
Sofia Hakdaoui, Anas Emran, Biswajeet Pradhan, Chang-Wook Lee, Salomon Cesar Nguemhe Fils
A Collaborative Change Detection Approach on Multi-Sensor Spatial Imagery for Desert Wetland Monitoring after a Flash Flood in Southern Morocco. Remote. Sens. 11 (9) (2019)
Prima Riza Kadavi, Chang-Wook Lee, Saro Lee
Application of Ensemble-Based Machine Learning Models to Landslide Susceptibility Mapping. Remote. Sens. 10 (8) (2018)
Won-Jin Lee, Chang-Wook Lee
Forest Canopy Height Estimation Using Multiplatform Remote Sensing Dataset. J. Sensors 2018 (2018)
Chang-Wook Lee, Zhong Lu, Jin-Woo Kim, Sungjae Park
Mapping Pyroclastic Flow Inundation Using Radar and Optical Satellite Images and Lahar Modeling. 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)
Chang-Wook Lee, Zhong Lu, Jin-Woo Kim, Seul-Ki Lee
Volcanic activity analysis of Mt. sinabung in Indonesia using InSAR and GIS techniques. IGARSS (2015)
Chang-Wook Lee, Zhong Lu, Oh-Ig Kwoun
SAR measurements of surface displacements at Augustine volcano, Alaska from 1992 to 2005. IGARSS (2007)