Zobrazeno 1 - 10
of 203
pro vyhledávání: '"Jui-Sheng Chou"'
Autor:
Jui-Sheng Chou, Asmare Molla
Publikováno v:
Engineering Applications of Computational Fluid Mechanics, Vol 18, Iss 1 (2024)
This paper presents a pioneering artificial intelligence (AI) solution – the Arctic Tern-Optimized Weighted Feature Least Squares Support Vector Regression (ATO-WFLSSVR) system to aid civil engineers in accurately predicting scour depth at bridges.
Externí odkaz:
https://doaj.org/article/a89177a6ee724f2181015b3ed5a67e08
Autor:
Ngoc-Mai Nguyen, Jui-Sheng Chou
Publikováno v:
Journal of Civil Engineering and Management, Vol 30, Iss 5 (2024)
Machine learning (ML) presents a promising method for predicting mechanical properties in structural engineering, particularly within complex nonlinear structures under extreme conditions. Despite its potential, research has shown a disproportionate
Externí odkaz:
https://doaj.org/article/4ea8efec00a9475cabec56ac9a9daaa3
Autor:
Dinh-Nhat Truong, Jui-Sheng Chou
Publikováno v:
Journal of Civil Engineering and Management, Vol 29, Iss 8 (2023)
Real-world optimization problems are ubiquitous across scientific domains, and many engineering challenges can be reimagined as optimization problems with relative ease. Consequently, researchers have focused on developing optimizers to tackle these
Externí odkaz:
https://doaj.org/article/ba9697315db0492f84117f09972ef90c
Autor:
Jui-Sheng Chou, Asmare Molla
Publikováno v:
Scientific Reports, Vol 12, Iss 1, Pp 1-23 (2022)
Abstract The complexity of engineering optimization problems is increasing. Classical gradient-based optimization algorithms are a mathematical means of solving complex problems whose ability to do so is limited. Metaheuristics have become more popul
Externí odkaz:
https://doaj.org/article/113c1871e8dd4f7c8db1ded6764062ee
Publikováno v:
Journal of Civil Engineering and Management, Vol 29, Iss 5 (2023)
Due to the COVID-19 pandemic in Taiwan, many construction sites must limit the number of people on the jobsite or conduct work independently to avoid the spread of COVID-19. The quality of construction may be in doubt with unclear job handover, espec
Externí odkaz:
https://doaj.org/article/196bcc89965c4f23b67aac93fa423b99
Publikováno v:
IEEE Access, Vol 8, Pp 14798-14808 (2020)
By providing a range of values rather than a point estimate, accurate interval forecasting is critical to the success of investment decisions in exchange rate markets. This work proposes a sliding-window metaheuristic optimization for interval-valued
Externí odkaz:
https://doaj.org/article/29a09f1af2604f5797b6880b5f91f825
Autor:
Jui‐Sheng Chou, Ying‐Chen Chiu
Publikováno v:
Journal of Flood Risk Management, Vol 14, Iss 1, Pp n/a-n/a (2021)
Abstract A river exhibits strong upstream erosion and rapid downstream accumulation. Dredging is one of the methods that is most commonly adopted by the Taiwan Water Resources Agency (WRA) to ensure the smooth flow of rivers and their ability to disc
Externí odkaz:
https://doaj.org/article/fbb5b90b8c654f688bae79dee4937e38
Publikováno v:
Applied Sciences, Vol 11, Iss 12, p 5533 (2021)
Multi-class classification is one of the major challenges in machine learning and an ongoing research issue. Classification algorithms are generally binary, but they must be extended to multi-class problems for real-world application. Multi-class cla
Externí odkaz:
https://doaj.org/article/08341147c31d415a9cac9293f996c5a3
Publikováno v:
Journal of Civil Engineering and Management, Vol 25, Iss 4 (2019)
Time-cost problems that arise in repetitive construction projects are commonly encountered in project scheduling. Numerous time-cost trade-off approaches, such as mathematical, metaheuristic, and evolutionary methods, have been extensively studied in
Externí odkaz:
https://doaj.org/article/4ba8050108154261a5a5fcba19ae9de5
Publikováno v:
Mathematics, Vol 9, Iss 6, p 686 (2021)
Machine learning techniques have been used to develop many regression models to make predictions based on experience and historical data. They might be used singly or in ensembles. Single models are either classification or regression models that use
Externí odkaz:
https://doaj.org/article/a10f0f1cc9504a4ca6d8fd1b69864711