Projects per year
Personal profile
Research Interests
Construction Management
Data mining
Artificial Intelligence
Computational Intelligence
Education/Academic qualification
PhD, 營建工程系, National Taiwan University of Science and Technology
PhD, Civil and Construction Engineering, National Taiwan University of Science and Technology
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 1 Finished
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結合圖像分割技術之單階深度學習檢測器應用於檢測及描繪建築物外牆瓷磚剝落區域
Cao, M.-T. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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Unveiling Building Façade Deterioration: A Drone-Powered Deep Learning Approach for Seamless Tile Peeling Detection
Nguyen, N. M., Cao, M. T. & Wang, W. C., 2024, Proceedings of the 41st International Symposium on Automation and Robotics in Construction, ISARC 2024. International Association for Automation and Robotics in Construction (IAARC), p. 784-791 8 p. (Proceedings of the International Symposium on Automation and Robotics in Construction).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Accurately predicting the mechanical behavior of deteriorated reinforced concrete components using natural intelligence-integrated Machine learners
Nguyen, T. H., Tran, D. H., Nguyen, N. M., Vuong, H. T., Chien-Cheng, C. & Cao, M. T., 8 Dec 2023, In: Construction and Building Materials. 408, 133753.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
Advanced soft computing techniques for predicting punching shear strength
Cao, M. T., 15 Nov 2023, In: Journal of Building Engineering. 79, 107800.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
A novel artificial intelligence-aided system to mine historical high-performance concrete data for optimizing mixture design
Cheng, M. Y., Cao, M. T. & Dao-Thi, N. M., Feb 2023, In: Expert Systems with Applications. 212, 118605.Research output: Contribution to journal › Article › peer-review
9 Scopus citations -
A novel whale optimization algorithm optimized XGBoost regression for estimating bearing capacity of concrete piles
Nguyen, H., Cao, M. T., Tran, X. L., Tran, T. H. & Hoang, N. D., Feb 2023, In: Neural Computing and Applications. 35, 5, p. 3825-3852 28 p.Research output: Contribution to journal › Article › peer-review
34 Scopus citations