Chang-Wook Lee

36 papers C 6Journal 30

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A comprehensive approach for waste management with GAN-augmented classification. PeerJ Comput. Sci. Yashashree Mahale, Nida Khan, Kunal Kulkarni, Shilpa Gite, Biswajeet Pradhan, Abdullah M. Alamri, Chang-Wook Lee, Nandhini K, Mrinal Rahul Bachute
2025	J	`jnl`	Dual-stage wildfire risk analysis in South Korea: Susceptibility mapping from a decade of FIRMS data and 2025 burn area detection with multi-sensor classification. Int. J. Appl. Earth Obs. Geoinformation Wahyu Luqmanul Hakim, Muhammad Fulki Fadhillah, Sungjae Park, Chang-Wook Lee
2025	J	`jnl`	Integrating SAR and Optical Imagery Analysis for Liquefaction Phenomenon Identification of Post-Pohang Earthquake 2017, South Korea, Utilizing a Hybrid Deep-Learning Approach. IEEE Trans. Geosci. Remote. Sens. Muhammad Fulki Fadhillah, Wahyu Luqmanul Hakim, Sungjae Park, Chang-Wook Lee
2024	J	`jnl`	A Novel Fuzzy Hypersphere Neural Network Classifier Using Class Specific Clustering for Robust Pattern Classification. IEEE Access Deepak T. Mane, Arun Kulkarni, Biswajeet Pradhan, Shilpa Gite, Ranjeet Vasant Bidwe, Chang-Wook Lee, Abdullah M. Alamri
2024	J	`jnl`	Artificial intelligence and machine learning approaches in cerebral palsy diagnosis, prognosis, and management: a comprehensive review. PeerJ Comput. Sci. Shalini Dhananjay Balgude, Shilpa Gite, Biswajeet Pradhan, Chang-Wook Lee
2023	J	`jnl`	Extraction of Roads Using the Archimedes Tuning Process with the Quantum Dilated Convolutional Neural Network. Sensors Mohd Jawed Khan, Pankaj Pratap Singh, Biswajeet Pradhan, Abdullah M. Alamri, Chang-Wook Lee
2023	C	`conf`	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 Wahyu Luqmanul Hakim, Muhammad Fulki Fadhillah, Bongchan Kim, Sungjae Park, Chang-Wook Lee
2023	C	`conf`	Land Subsidence Estimation on Coastal Land Using Improved Combined Scaterers Interferometry with Optimization (ICOPS) Approach for Insar Time Series. IGARSS Muhammad Fulki Fadhillah, Wahyu Luqmanul Hakim, Suci Ramayanti, Bongchan Kim, Sungjae Park, Chang-Wook Lee
2023	J	`jnl`	Land Subsidence and Groundwater Storage Assessment Using ICOPS, GRACE, and Susceptibility Mapping in Pekalongan, Indonesia. IEEE Trans. Geosci. Remote. Sens. Wahyu Luqmanul Hakim, Muhammad Fulki Fadhillah, Kwang-Jae Lee, Seung-Jae Lee, Sung-Ho Chae, Chang-Wook Lee
2023	J	`jnl`	Spatial Prediction of Wildfire Susceptibility Using Hybrid Machine Learning Models Based on Support Vector Regression in Sydney, Australia. Remote. Sens. Arip Syaripudin Nur, Yong Je Kim, Junho Lee, Chang-Wook Lee
2022	J	`jnl`	Creation of Wildfire Susceptibility Maps in Plumas National Forest Using InSAR Coherence, Deep Learning, and Metaheuristic Optimization Approaches. Remote. Sens. Arip Syaripudin Nur, Yong Je Kim, Chang-Wook Lee
2022	J	`jnl`	Estimating the Pre-Historical Volcanic Eruption in the Hantangang River Volcanic Field: Experimental and Simulation Study. Remote. Sens. Wahyu Luqmanul Hakim, Suci Ramayanti, Sungjae Park, Bokyun Ko, Daekyo Cheong, Chang-Wook Lee
2022	J	`jnl`	Improved Combined Scatterers Interferometry With Optimized Point Scatterers (ICOPS) for Interferometric Synthetic Aperture Radar (InSAR) Time-Series Analysis. IEEE Trans. Geosci. Remote. Sens. Muhammad Fulki Fadhillah, Arief Rizqiyanto Achmad, Chang-Wook Lee
2021	J	`jnl`	An Optimized Deep Neural Network Approach for Vehicular Traffic Noise Trend Modeling. IEEE Access Ahmed Abdulkareem Ahmed, Biswajeet Pradhan, Subrata Chakraborty, Abdullah M. Alamri, Chang-Wook Lee
2021	J	`jnl`	Application of Support Vector Regression and Metaheuristic Optimization Algorithms for Groundwater Potential Mapping in Gangneung-si, South Korea. Remote. Sens. Muhammad Fulki Fadhillah, Saro Lee, Chang-Wook Lee, Yu-Chul Park
2021	J	`jnl`	Improvement of Earthquake Risk Awareness and Seismic Literacy of Korean Citizens through Earthquake Vulnerability Map from the 2017 Pohang Earthquake, South Korea. Remote. Sens. Ju Han, Arip Syaripudin Nur, Mutiara Syifa, Minsu Ha, Chang-Wook Lee, Ki-Young Lee
2021	C	`conf`	Land Subsidence Monitoring in Semarang, Indonesia through Optimized Hot Spot Analysis based on Time-Series InSAR Processing. IGARSS Wahyu Luqmanul Hakim, Seul-Ki Lee, Chang-Wook Lee
2021	J	`jnl`	Orthorectification of WorldView-3 Satellite Image Using Airborne Laser Scanning Data. J. Sensors Biswajeet Pradhan, Ahmed Abdulkareem Ahmed, Subrata Chakraborty, Abdullah M. Alamri, Chang-Wook Lee
2021	J	`jnl`	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 Imane Serbouti, Mohammed Raji, Mustapha Hakdaoui, Biswajeet Pradhan, Chang-Wook Lee, Abdullah M. Alamri
2020	J	`jnl`	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. Sofia Hakdaoui, Anas Emran, Biswajeet Pradhan, Abdeljebbar Qninba, Taoufik El Balla, Alfred Homère Ngandam Mfondoum, Chang-Wook Lee, Abdullah M. Alamri
2020	J	`jnl`	Earthquake Probability Assessment for the Indian Subcontinent Using Deep Learning. Sensors Ratiranjan Jena, Biswajeet Pradhan, Abdullah M. Alamri, Chang-Wook Lee, Hyuck-Jin Park
2020	J	`jnl`	Integration of InSAR Time-Series Data and GIS to Assess Land Subsidence along Subway Lines in the Seoul Metropolitan Area, South Korea. Remote. Sens. Muhammad Fulki Fadhillah, Arief Rizqiyanto Achmad, Chang-Wook Lee
2020	J	`jnl`	Land Subsidence Susceptibility Mapping in Jakarta Using Functional and Meta-Ensemble Machine Learning Algorithm Based on Time-Series InSAR Data. Remote. Sens. Wahyu Luqmanul Hakim, Arief Rizqiyanto Achmad, Chang-Wook Lee
2020	J	`jnl`	Machine Learning-Based and 3D Kinematic Models for Rockfall Hazard Assessment Using LiDAR Data and GIS. Remote. Sens. Ali Mutar Fanos, Biswajeet Pradhan, Abdullah M. Alamri, Chang-Wook Lee
2020	J	`jnl`	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. Mutiara Syifa, Mahdi Panahi, Chang-Wook Lee
2019	J	`jnl`	A Collaborative Change Detection Approach on Multi-Sensor Spatial Imagery for Desert Wetland Monitoring after a Flash Flood in Southern Morocco. Remote. Sens. Sofia Hakdaoui, Anas Emran, Biswajeet Pradhan, Chang-Wook Lee, Salomon Cesar Nguemhe Fils
2019	J	`jnl`	An Artificial Intelligence Application for Post-Earthquake Damage Mapping in Palu, Central Sulawesi, Indonesia. Sensors Mutiara Syifa, Prima Riza Kadavi, Chang-Wook Lee
2019	J	`jnl`	Assessment of Landslide Susceptibility Using Statistical- and Artificial Intelligence-Based FR-RF Integrated Model and Multiresolution DEMs. Remote. Sens. Alireza Arabameri, Biswajeet Pradhan, Khalil Rezaei, Chang-Wook Lee
2019	J	`jnl`	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. Lida Noori, Amin Beiranvand Pour, Ghasem Askari, Nader Taghipour, Biswajeet Pradhan, Chang-Wook Lee, Mehdi Honarmand
2019	C	`conf`	Post-Earthquake Damage Mapping Using Artificial Neural Network and Support Vector Machine Classifiers at Palu, Indonesia. IGARSS Mutiara Syifa, Subin Ryoo, Chang-Wook Lee
2018	J	`jnl`	Application of Ensemble-Based Machine Learning Models to Landslide Susceptibility Mapping. Remote. Sens. Prima Riza Kadavi, Chang-Wook Lee, Saro Lee
2018	J	`jnl`	Forest Canopy Height Estimation Using Multiplatform Remote Sensing Dataset. J. Sensors Won-Jin Lee, Chang-Wook Lee
2018	J	`jnl`	Landslide Susceptibility Mapping and Comparison Using Decision Tree Models: A Case Study of Jumunjin Area, Korea. Remote. Sens. Sungjae Park, Chang-Wook Lee, Saro Lee, Moung-Jin Lee
2018	J	`jnl`	Mapping Pyroclastic Flow Inundation Using Radar and Optical Satellite Images and Lahar Modeling. J. Sensors Chang-Wook Lee, Zhong Lu, Jin-Woo Kim, Sungjae Park
2015	C	`conf`	Volcanic activity analysis of Mt. sinabung in Indonesia using InSAR and GIS techniques. IGARSS Chang-Wook Lee, Zhong Lu, Jin-Woo Kim, Seul-Ki Lee
2007	C	`conf`	SAR measurements of surface displacements at Augustine volcano, Alaska from 1992 to 2005. IGARSS Chang-Wook Lee, Zhong Lu, Oh-Ig Kwoun