| Semantic segmentation of point clouds of building interiors with deep learning: Augmenting training datasets with synthetic BIM-based point clouds JW Ma, T Czerniawski, F Leite Automation in Construction 113, 103144, 2020 | 129 | 2020 |
| Optimal county-level crop yield prediction using MODIS-based variables and weather data: A comparative study on machine learning models S Ju, H Lim, JW Ma, S Kim, K Lee, S Zhao, J Heo Agricultural and Forest Meteorology 307, 108530, 2021 | 39 | 2021 |
| Automated building change detection with amodal completion of point clouds T Czerniawski, JW Ma, F Leite Automation in construction 124, 103568, 2021 | 34 | 2021 |
| Regional-scale rice-yield estimation using stacked auto-encoder with climatic and MODIS data: A case study of South Korea JW Ma, CH Nguyen, K Lee, J Heo International Journal of Remote Sensing 40 (1), 51-71, 2019 | 28 | 2019 |
| A framework for semi-automatically identifying fully occluded objects in 3D models: Towards comprehensive construction design review in virtual reality B Han, JW Ma, F Leite Advanced engineering informatics 50, 101398, 2021 | 17 | 2021 |
| Performance boosting of conventional deep learning-based semantic segmentation leveraging unsupervised clustering JW Ma, F Leite Automation in Construction 136, 104167, 2022 | 13 | 2022 |
| An application of metadata-based image retrieval system for facility management JW Ma, T Czerniawski, F Leite Advanced Engineering Informatics 50, 101417, 2021 | 13 | 2021 |
| Taxi cab service optimization using spatio-temporal implementation to hot-spot analysis with taxi trajectories: a case study in Seoul, Korea SB Yun, SH Yoon, S Ju, WS Oh, JW Ma, J Heo Proceedings of the 5th ACM SIGSPATIAL International Workshop on Mobile …, 2016 | 12 | 2016 |
| Spatial-data-driven student characterization in higher education J Heo, KM Chung, S Yoon, SB Yun, JW Ma, S Ju Proceedings of the 1st ACM SIGSPATIAL Workshop on Prediction of Human …, 2017 | 11 | 2017 |
| Spatial computing goes to education and beyond: Can semantic trajectory characterize students? J Heo, S Yoon, WS Oh, JW Ma, S Ju, SB Yun Proceedings of the 5th ACM SIGSPATIAL International Workshop on Analytics …, 2016 | 10 | 2016 |
| Convolutional neural networks for rice yield estimation using MODIS and weather data: A case study for South Korea JW Ma, CH Nguyen, K Lee, J Heo Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and …, 2016 | 9 | 2016 |
| An automated framework for generating synthetic point clouds from as-built BIM with semantic annotation for scan-to-BIM JW Ma, B Han, F Leite 2021 Winter Simulation Conference (WSC), 1-10, 2021 | 6 | 2021 |
| Rice yield estimation of South Korea from year 2003-2016 using stacked sparse autoencoder JW Ma, K Lee, KY Choi, J Heo Korean Journal of Remote Sensing 33 (5_2), 631-640, 2017 | 5 | 2017 |
| Expanding advanced work packaging to include commissioning and startup for industrial projects JT O'Connor, F Leite, JW Ma Construction Innovation 23 (5), 939-960, 2023 | 2 | 2023 |
| Automated scan-to-building information modeling JW Ma, T Czerniawski, F Leite Research Companion to Building Information Modeling, 169-189, 2022 | 2 | 2022 |
| Metadata-based photo filtering for facility management T Czerniawski, JW Ma, F Leite 27th EG-ICE International Workshop on Intelligent Computing in Engineering …, 2020 | 2 | 2020 |
| Spatio-temporal factor analysis of characterizing mass protest events using taxi trajectory in Seoul, Korea JW Ma, S Ju, HM Nguyen, SB Yun, S Yoon, J Heo Proceedings of the 1st ACM SIGSPATIAL Workshop on Analytics for Local Events …, 2017 | 2 | 2017 |
| The design of web-based crop information system using open-source framework and remotely sensed data MH Nguyen, JW Ma, K Lee, J Heo Korean Journal of Remote Sensing 33 (5_2), 751-762, 2017 | 2 | 2017 |
| A PARAMETRIC APPROACH TOWARDS SEMI-AUTOMATED 3D AS-BUILT MODELING. YC Lee, JW Ma, F Leite Journal of Information Technology in Construction 28, 2023 | 1 | 2023 |
| A benchmark test of spatial big data processing tools and a mapreduce application MH Nguyen, S Ju, JW Ma, J Heo 한국측량학회지 35 (5), 405-414, 2017 | 1 | 2017 |
Fernanda Leite, Ph.D., P.E., F.ASCEProfessor, Civil, Architectural and Environmental Engineering, The University of Texas at AustinVerified email at austin.utexas.edu
