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Optimizing parameters of support vector machine using fast messy genetic algorithm for dispute classification

• Jui-Sheng Chou, Min-Yuan Cheng, Yu-Wei Wu, Anh-Duc Pham
• Expert Syst. Appl.
• 2014

0957-4174/$ see front matter 2013 Elsevier Ltd. All rights reserved. http://dx.doi.org/10.1016/j.eswa.2013.12.035 ⇑ Corresponding author. Address: Department of Civil and Construction Engineering,… (More)

Smart Artificial Firefly Colony Algorithm-Based Support Vector Regression for Enhanced Forecasting in Civil Engineering

• Jui-Sheng Chou, Anh-Duc Pham
• Comp.-Aided Civil and Infrastruct. Engineering
• 2015

Advanced data mining techniques are potential tools for solving civil engineering (CE) problems. This study proposes a novel smart artificial firefly colony algorithm-based support vector regression… (More)

Nature-inspired metaheuristic optimization in least squares support vector regression for obtaining bridge scour information

• Jui-Sheng Chou, Anh-Duc Pham
• Inf. Sci.
• 2017

Optimized arti fi cial intelligence models for predicting project award price

• Jui-Sheng Chou, Chih-Wei Lin, Anh-Duc Pham, Jialun Shao
• 2016

a r t i c l e i n f o Keywords: Artificial intelligence Optimization Project management Cost estimation Bid award amount Regression analysis Artificial neural network Case-based reasoning Genetic… (More)

A Novel Time Series Prediction Approach Based on a Hybridization of Least Squares Support Vector Regression and Swarm Intelligence

• Nhat-Duc Hoang, Anh-Duc Pham, Minh-Tu Cao
• Applied Comp. Int. Soft Computing
• 2014

1 Institute of Research and Development, Faculty of Civil Engineering, Duy Tan University, P809-K7/25 Quang Trung, Danang 59000, Vietnam 2 Faculty of Project Management, The University of Danang,… (More)

Opposition multiple objective symbiotic organisms search (OMOSOS) for time, cost, quality and work continuity tradeoff in repetitive projects

• Duc-Hoc Tran, Long Luong-Duc, Minh-Tin Duong, Trong Nhan Le, Anh-Duc Pham
• 2018

Hybrid artificial intelligence approach based on metaheuristic and machine learning for slope stability assessment: A multinational data analysis

• Nhat-Duc Hoang, Anh-Duc Pham
• Expert Syst. Appl.
• 2016

Slope stability assessment is a critical research area in civil engineering. Disastrous consequences of slope collapse necessitate better tools for predicting their occurrences. This research… (More)

Motion input generation of a linear motor motion stage with a passive reaction force compensation (RFC) mechanism using optimal control theory

• Duc-Canh Nguyen, Anh-Duc Pham, Hyeong-Joon Ahn
• 2016

Vibration of the system base can be significantly reduced by using passive reaction force compensation (RFC) mechanism with movable magnet track. Vibration of system base should be minimized while… (More)

Using Fuzzy Clustering Chaotic-based Differential Evolution to solve multiple resources leveling in the multiple projects scheduling problem

• Duc-Hoc Tran, Min-Yuan Cheng, Anh-Duc Pham
• 2016

Estimating Compressive Strength of High Performance Concrete with Gaussian Process Regression Model

• Nhat-Duc Hoang, Anh-Duc Pham, Quoc-Lam Nguyen, Q. Tuan Pham, Q. Duong Trung, Nguyen Luong Bang
• 2016

This research carries out a comparative study to investigate a machine learning solution that employs the Gaussian Process Regression (GPR) for modeling compressive strength of high-performance… (More)

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