Jui-Sheng Chou

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 27

Top Topics

Support Vector Regression

Genetic Algorithm

Civil Engineering

Top Venues

J. Comput. Civ. Eng.

Expert Syst. Appl.

Appl. Soft Comput.

Publications

Jui-Sheng Chou, Ke-En Chen
Optimizing investment portfolios with a sequential ensemble of decision tree-based models and the FBI algorithm for efficient financial analysis. Appl. Soft Comput. 158 (2024)
Jui-Sheng Chou, Pei-Lun Chong, Chi-Yun Liu
Deep learning-based chatbot by natural language processing for supportive risk management in river dredging projects. Eng. Appl. Artif. Intell. 131 (2024)
Dinh-Nhat Truong, Jui-Sheng Chou
Fuzzy adaptive forensic-based investigation algorithm for optimizing frequency-constrained structural dome design. Math. Comput. Simul. 210 (2023)
Jui-Sheng Chou, Li-Ying Chen, Chi-Yun Liu
Forensic-based investigation-optimized extreme gradient boosting system for predicting compressive strength of ready-mixed concrete. J. Comput. Des. Eng. 10 (1) (2023)
Jui-Sheng Chou, Jeffisa Delaosia Kosasih, Wai K. Chong
Cloud evolutionary computation system for advanced engineering analytics. Eng. Comput. 38 (4) (2022)
Duc-Hoc Tran, Jui-Sheng Chou, Luong Duc Long
Optimizing non-unit repetitive project resource and scheduling by evolutionary algorithms. Oper. Res. 22 (1) (2022)
Jui-Sheng Chou, Ngoc-Mai Nguyen, Chih-Pin Chang
Intelligent candlestick forecast system for financial time-series analysis using metaheuristics-optimized multi-output machine learning. Appl. Soft Comput. 130 (2022)
Dang-Trinh Nguyen, Jui-Sheng Chou, Duc-Hoc Tran
Integrating a novel multiple-objective FBI with BIM to determine tradeoff among resources in project scheduling. Knowl. Based Syst. 235 (2022)
Jui-Sheng Chou, Dinh-Nhat Truong
A novel metaheuristic optimizer inspired by behavior of jellyfish in ocean. Appl. Math. Comput. 389 (2021)
Jui-Sheng Chou, Dinh-Nhat Truong, Thuy-Linh Le, Thi Thu Ha Truong
Bio-inspired optimization of weighted-feature machine learning for strength property prediction of fiber-reinforced soil. Expert Syst. Appl. 180 (2021)
Jui-Sheng Chou, Chia-Hsuan Liu
Automated Sensing System for Real-Time Recognition of Trucks in River Dredging Areas Using Computer Vision and Convolutional Deep Learning. Sensors 21 (2) (2021)
Jui-Sheng Chou, Dinh-Nhat Truong, Thuy-Linh Le
Interval Forecasting of Financial Time Series by Accelerated Particle Swarm-Optimized Multi-Output Machine Learning System. IEEE Access 8 (2020)
Jui-Sheng Chou, Ngoc-Mai Nguyen
FBI inspired meta-optimization. Appl. Soft Comput. 93 (2020)
Jui-Sheng Chou, Thi-Phuong-Trang Pham, Thi-Kha Nguyen, Anh-Duc Pham, Ngoc-Tri Ngo
Shear strength prediction of reinforced concrete beams by baseline, ensemble, and hybrid machine learning models. Soft Comput. 24 (5) (2020)
Jui-Sheng Chou, Shu-Chien Hsu, Ngoc-Tri Ngo, Chih-Wei Lin, Chia-Chi Tsui
Hybrid Machine Learning System to Forecast Electricity Consumption of Smart Grid-Based Air Conditioners. IEEE Syst. J. 13 (3) (2019)
Jui-Sheng Chou, Thi Thu Ha Truong
Sliding-window metaheuristic optimization-based forecast system for foreign exchange analysis. Soft Comput. 23 (10) (2019)
Jui-Sheng Chou, Chia-Chun Ho, Ha-Son Hoang
Determining quality of water in reservoir using machine learning. Ecol. Informatics 44 (2018)
Jui-Sheng Chou, Thi-Kha Nguyen
Forward Forecast of Stock Price Using Sliding-Window Metaheuristic-Optimized Machine-Learning Regression. IEEE Trans. Ind. Informatics 14 (7) (2018)
Jui-Sheng Chou, Ngoc-Tri Ngo
Engineering strength of fiber-reinforced soil estimated by swarm intelligence optimized regression system. Neural Comput. Appl. 30 (7) (2018)
Jui-Sheng Chou, Anh-Duc Pham
Nature-inspired metaheuristic optimization in least squares support vector regression for obtaining bridge scour information. Inf. Sci. 399 (2017)
Jui-Sheng Chou, Ngoc-Tri Ngo, Wai Kiong Chong
The use of artificial intelligence combiners for modeling steel pitting risk and corrosion rate. Eng. Appl. Artif. Intell. 65 (2017)
Min-Yuan Cheng, Jui-Sheng Chou, Minh-Tu Cao
Nature-inspired metaheuristic multivariate adaptive regression splines for predicting refrigeration system performance. Soft Comput. 21 (2) (2017)
Jui-Sheng Chou, Wai Kiong Chong, Dac-Khuong Bui
Nature-Inspired Metaheuristic Regression System: Programming and Implementation for Civil Engineering Applications. J. Comput. Civ. Eng. 30 (5) (2016)
Jui-Sheng Chou, Ngoc-Tri Ngo, Anh-Duc Pham
Shear Strength Prediction in Reinforced Concrete Deep Beams Using Nature-Inspired Metaheuristic Support Vector Regression. J. Comput. Civ. Eng. 30 (1) (2016)
Jui-Sheng Chou, Ngoc-Tri Ngo, Anh-Duc Pham
Closure to "Shear Strength Prediction in Reinforced Concrete Deep Beams Using Nature-Inspired Metaheuristic Support Vector Regression" by Jui-Sheng Chou, Ngoc-Tri Ngo, and Anh-Duc Pham. J. Comput. Civ. Eng. 30 (1) (2016)
Jui-Sheng Chou, Kuo-Hsin Yang, Jie-Ying Lin
Peak Shear Strength of Discrete Fiber-Reinforced Soils Computed by Machine Learning and Metaensemble Methods. J. Comput. Civ. Eng. 30 (6) (2016)
Jui-Sheng Chou, Ngoc-Tri Ngo, Anh-Duc Pham
Erratum for "Shear Strength Prediction in Reinforced Concrete Deep Beams Using Nature-Inspired Metaheuristic Support Vector Regression" by Jui-Sheng Chou, Ngoc-Tri Ngo, and Anh-Duc Pham. J. Comput. Civ. Eng. 30 (1) (2016)
Jui-Sheng Chou, Citra Satria Ongkowijoyo
Reliability-based decision making for selection of ready-mix concrete supply using stochastic superiority and inferiority ranking method. Reliab. Eng. Syst. Saf. 137 (2015)
Jui-Sheng Chou, Anh-Duc Pham
Smart Artificial Firefly Colony Algorithm-Based Support Vector Regression for Enhanced Forecasting in Civil Engineering. Comput. Aided Civ. Infrastructure Eng. 30 (9) (2015)
Jui-Sheng Chou, Chih-Fong Tsai, Zong-Yao Chen, Ming-Hui Sun
Biological-based genetic algorithms for optimized disaster response resource allocation. Comput. Ind. Eng. 74 (2014)
Jui-Sheng Chou, Min-Yuan Cheng, Yu-Wei Wu, Anh-Duc Pham
Optimizing parameters of support vector machine using fast messy genetic algorithm for dispute classification. Expert Syst. Appl. 41 (8) (2014)
Jui-Sheng Chou, Ngoc-Tri Ngo
Identifying critical project management techniques and skills for construction professionals to achieving project success. IEEM (2014)
Jui-Sheng Chou, Yu-Chien Hsu, Liang-Tse Lin
Smart meter monitoring and data mining techniques for predicting refrigeration system performance. Expert Syst. Appl. 41 (5) (2014)
Jui-Sheng Chou, Cheng-Chieh Wu
Estimating software project effort for manufacturing firms. Comput. Ind. 64 (6) (2013)
Jui-Sheng Chou, Min-Yuan Cheng, Yu-Wei Wu
Improving classification accuracy of project dispute resolution using hybrid artificial intelligence and support vector machine models. Expert Syst. Appl. 40 (6) (2013)
Jui-Sheng Chou, Jung-Ghun Yang
Evolutionary optimization of model specification searches between project management knowledge and construction engineering performance. Expert Syst. Appl. 40 (11) (2013)
Jui-Sheng Chou, Chieh Lin
Predicting Disputes in Public-Private Partnership Projects: Classification and Ensemble Models. J. Comput. Civ. Eng. 27 (1) (2013)
Jui-Sheng Chou
Comparison of multilabel classification models to forecast project dispute resolutions. Expert Syst. Appl. 39 (11) (2012)
Jui-Sheng Chou, Chih-Fong Tsai
Preliminary cost estimates for thin-film transistor liquid-crystal display inspection and repair equipment: A hybrid hierarchical approach. Comput. Ind. Eng. 62 (2) (2012)
Yao-Chen Kuo, Jui-Sheng Chou
Enhancement of condominium management based on the effect of quality attributes on satisfaction improvement. Expert Syst. Appl. 39 (5) (2012)
Jui-Sheng Chou, Min-Yuan Cheng, Yu-Wei Wu, Yian Tai
Predicting high-tech equipment fabrication cost with a novel evolutionary SVM inference model. Expert Syst. Appl. 38 (7) (2011)
Jui-Sheng Chou, Hsien-Cheng Tseng
Establishing expert system for prediction based on the project-oriented data warehouse. Expert Syst. Appl. 38 (1) (2011)
Yao-Chen Kuo, Jui-Sheng Chou, Kuo-Shun Sun
Elucidating how service quality constructs influence resident satisfaction with condominium management. Expert Syst. Appl. 38 (5) (2011)
Chih-Fong Tsai, Jui-Sheng Chou
Data pre-processing by genetic algorithms for bankruptcy prediction. IEEM (2011)
Jui-Sheng Chou, Thanh-Son Le
Reliability-based performance simulation for optimized pavement maintenance. Reliab. Eng. Syst. Saf. 96 (10) (2011)
I-Tung Yang, Jui-Sheng Chou
Multiobjective optimization for manpower assignment in consulting engineering firms. Appl. Soft Comput. 11 (1) (2011)
Wei-Ko Kao, Hung-Ming Chen, Jui-Sheng Chou
Aseismic ability estimation of school building using predictive data mining models. Expert Syst. Appl. 38 (8) (2011)
Jui-Sheng Chou, Thanh-Son Le
Probabilistic sustainable design using multiobjective optimization model. IEEM (2011)
Jui-Sheng Chou, Chien-Kuo Chiu, Mahmoud Farfoura, Ismail Al-Taharwa
Optimizing the Prediction Accuracy of Concrete Compressive Strength Based on a Comparison of Data-Mining Techniques. J. Comput. Civ. Eng. 25 (3) (2011)
Jui-Sheng Chou
Generalized linear model-based expert system for estimating the cost of transportation projects. Expert Syst. Appl. 36 (3) (2009)
Jui-Sheng Chou, Changwan Kim
A structural equation analysis of the QSL relationship with passenger riding experience on high speed rail: An empirical study of Taiwan and Korea. Expert Syst. Appl. 36 (3) (2009)
Jui-Sheng Chou
Web-based CBR system applied to early cost budgeting for pavement maintenance project. Expert Syst. Appl. 36 (2) (2009)
Jui-Sheng Chou, Wai Kiong Chong
A Web-based Framework of Project Performance and Control System. RAM (2008)