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陳介豪

Chen, Jieh-Haur

jhchen@ncu.edu.tw

國科會計畫統計

開發整合可解釋性人工智慧與合成孔徑雷達影像探究分析混凝土結構物濕度之特質變化與預測
1150801~1160731
開發整合可解釋性人工智慧與合成孔徑雷達影像探究分析混凝土結構物濕度之特質變化與預測
1140801~1150731
適性虛擬啟發式融合分群優化整合AR與LiDAR探究大規模建築工程中BIM及數位孿生分析應用(II)
1140601~1150531
運用智慧型計算結合深度攝影影像與點雲模型於大規模土方管理與工程竣工之研究
1130801~1140731
[工程竣工,土方管理,點雲資料,無人機應用,光學雷達,遮罩區域卷積類神經網路,鴿群最佳化演算法,投射軌跡識別演算法 , construction completion,earthwork management,point cloud data,Unmanned Aerial Vehicle (UAV),Light Detection and Ranging (LiDAR),Mask Region based Convolution Neural Networks (Mask-RCNN),Dove Swarm Optimization (DSO) algorithm,Projection-based Motion Recognition (PMR) algorithm]
運用智慧型計算結合深度攝影影像與點雲模型於大規模土方管理與工程竣工之研究
1120801~1130731
[工程竣工,土方管理,點雲資料,無人機應用,光學雷達,遮罩區域卷積類神經網路,鴿群最佳化演算法,投射軌跡識別演算法 , construction completion,earthwork management,point cloud data,Unmanned Aerial Vehicle (UAV),Light Detection and Ranging (LiDAR),Mask Region based Convolution Neural Networks (Mask-RCNN),Dove Swarm Optimization (DSO) algorithm,Projection-based Motion Recognition (PMR) algorithm]
運用智慧型計算結合深度攝影影像與點雲模型於大規模土方管理與工程竣工之研究
1110801~1120731
[工程竣工,土方管理,點雲資料,無人機應用,光學雷達,遮罩區域卷積類神經網路,鴿群最佳化演算法,投射軌跡識別演算法 , construction completion,earthwork management,point cloud data,Unmanned Aerial Vehicle (UAV),Light Detection and Ranging (LiDAR),Mask Region based Convolution Neural Networks (Mask-RCNN),Dove Swarm Optimization (DSO) algorithm,Projection-based Motion Recognition (PMR) algorithm]
運用大數據關聯法則、群啟發演算法以及深度學習演算法建置雲端智慧物聯網營建產業鏈互動平台之研究
1100801~1110731
[雲端智慧計算,物聯網,互動平台,營建價值鏈,群啟發演算法,深度學習類神經網路 , smart could computation,IOT,interaction platform,construction value chain,swarm inspired algorithm,deep-learning neural network]
提升營建鋼構場生產智慧化系統之先進開發研究(2/3)
1100601~1110531
[人工智慧,鋼構塗層自動識別模型,塗層厚度檢測,搬運系統,模糊超矩形複合神經網絡（FHRCNN）,自組織功能地圖優化（SOMO） , Artificial Intelligence (AI),Automatic recognition model,Coating thickness detection,Optimal logistical routes,Fuzzy Hyper-Rectangular Composite Neural Networks,Self-Organizing feature Map Optimization]
運用大數據關聯法則、群啟發演算法以及深度學習演算法建置雲端智慧物聯網營建產業鏈互動平台之研究
1090801~1100731
[雲端智慧計算,物聯網,互動平台,營建價值鏈,群啟發演算法,深度學習類神經網路 , smart could computation,IOT,interaction platform,construction value chain,swarm inspired algorithm,deep-learning neural network]
提升營建鋼構場生產智慧化系統之先進開發研究(1/3)
1090601~1100531
[人工智慧,鋼構塗層自動識別模型,塗層厚度檢測,搬運系統,模糊超矩形複合神經網絡（FHRCNN）,自組織功能地圖優化（SOMO） , Artificial Intelligence (AI),Automatic recognition model , Coating thickness detection,Optimal logistical routes ,Fuzzy Hyper-Rectangular Composite Neural Networks,Self-Organizing feature Map Optimization]
運用大數據關聯法則、群啟發演算法以及深度學習演算法建置雲端智慧物聯網營建產業鏈互動平台之研究
1080801~1090731
[雲端智慧計算,物聯網,互動平台,營建價值鏈,群啟發演算法,深度學習類神經網路 , smart could computation,IOT,interaction platform,construction value chain,swarm inspired algorithm,deep-learning neural network]
整合巨量資料與計算型智慧技術探討預鑄構件施作難易程度分級、勞工成本管控以及人力派遣最佳化之研究(II)
1070801~1080731
[預鑄構件,分群演算法,人力資源,成本,最佳化演算法, , construction precast, clustering, human resource, cost control, optimization algorithm]
整合巨量資料與計算型智慧技術探討預鑄構件施作難易程度分級、勞工成本管控以及人力派遣最佳化之研究(II)
1060801~1070731
[預鑄構件,分群演算法,人力資源,成本,最佳化演算法, , construction precast, clustering, human resource, cost control, optimization algorithm]
整合巨量資料與計算型智慧技術探討預鑄構件施作難易程度分級、勞工成本管控以及人力派遣最佳化之研究
1050801~1060731
[預鑄構件,分群演算法,人力資源,成本,最佳化演算法, , construction precast, clustering, human resource, cost control, optimization algorithm]
預鑄工廠構件生產系統再造與效能提升之研究
1040801~1050731
[precast process, reengineering, simulation, productivity, construction engineering ]

期刊著作

U-Net Enhanced Depth Sensing Detection on Earthwork Management
Journal of Infrastructure Systems, 31, 4, 2025-12-01
[ Computational intelligence,Earth resource storage site,Earthwork management,Object detection,Recognition,Unmanned aerial vehicle (UAV) ]
Enhancing Efficiency of Handling Illegal Constructions Using the SOMCM Algorithm: A Case Study in Taipei
Journal of Performance of Constructed Facilities, 39, 6, 2025-12-01
[ Big data,Illegal construction,Merge clustering,Self-organizing map (SOM),Urban management ]
ESTABLISHMENT OF HOUSING TRANSFER INSPECTION ITEMS USING SEM: EMPIRICAL STUDY IN TAIWAN
International Journal of Strategic Property Management, 29, 5, 398-408, 2025-10-16
[ house inspection,housing transfer,perceived value,Structural Equation Modeling (SEM) ]
QUOTATION IMPACT FACTORS FOR GENERAL CONTRACTORS: A VIEWPOINT FROM PRIVATE SECTORS IN TAIWAN
Journal of Civil Engineering and Management, 31, 7, 802-810, 2025-08-14
[ construction management,PCA,quotation factor,subcontractor,survey ]
Smart Tournament Scheduling Using a POX-Heuristic Genetic Algorithm
International Journal of Information Technology and Decision Making, 24, 6, 1613-1629, 2025-08-01
[ game scheduling,genetic algorithm,heuristic algorithm,precedence preserving order-based crossover,Tournament scheduling ]
Predicting and regulating potential zone for heavy metal re-contaminated farmland: Case study in Taiwan
Environmental Development, 54, 2025-06-01
[ Farmland,Heavy metal,Pollution potential zone,Prediction,Random forest (RF),Re-contamination ]
Exploring association rules overseeing subcontractor quotation behaviors: an empirical study in the construction industry of Taiwan
Canadian Journal of Civil Engineering, 52, 6, 1152-1160, 2025-06-01
[ association rule,construction project,procurement strategy,quotation behavior,subcontractor ]
An optimization model for just-in-time (JIT) delivery of precast components considering 3D loading constraints, real-time road conditions and assembly time
Engineering, Construction and Architectural Management, 32, 5, 3259-3284, 2025-05-01
[ 3D loading constraints,JIT delivery model,Precast components,Real-time road conditions ]
EVALUATING COMPLEXITY OF CONSTRUCTION PRECAST COMPONENT: EMPIRICAL STUDY IN TAIWAN
Journal of Civil Engineering and Management, 31, 3, 266-280, 2025-03-12
[ clustering,complexity level,component production,construction precast,manpower allocation,Swarm-Inspired Projection ]
Enhancing regional defense: barrier placement optimization along coasts
Operations Management Research, 18, 1, 257-268, 2025-03-01
[ Barrier placement,Coastal defense,Optimal assignment schedule,Relaxation-fixation algorithm ]
EXPLORING BIM TECHNOLOGY DEVELOPMENT USING PATENT CITATION ANALYSIS: USA CASE STUDY
Journal of Civil Engineering and Management, 31, 2, 129-143, 2025-02-04
[ building information modeling,citation network,cluster analysis,main path analysis,patent analysis ]
Understanding Multidimensional Barriers to Sustainable Development Goals in Vietnam's Construction Industry: Insights from a Rough Set Theory Approach
OIDA International Journal of Sustainable Development, 18, 12, 333-352, 2025-01-01
[ Construction Industry,LEM2 Algorithm,Multidimensional Barriers,Rough Set Theory (RST),Sustainable Development ]
Developing Rules for Rental Subsidy: An Empirical Housing Study in Taiwan
Journal of the Urban Planning and Development Division, ASCE, 150, 4, 2024-12-01
[ Fuzzy,Housing,Neural networks,Particle swarm optimization (PSO),Rental subsidy,Rules ]
Establishing automatic coating paths: empirical study for steel component production
Proceedings of the Institution of Civil Engineers: Structures and Buildings, 178, 1, 94-104, 2024-08-23
[ artificial intelligence,coating path,construction industry,H-shaped steel component,information technology,recognition,steel structure ]
Smart cost estimation: Empirical case for extra-high voltage transmission towers
Heliyon, 10, 10, 2024-05-30
[ Construction cost estimation,Energy,Extra-high voltage (EHV) transmission towers,Support vector regression (SVR) ]
Exploring preference ranking for town water supply in remote areas: Case study in Taiwan
Proceedings of the Institution of Civil Engineers: Engineering Sustainability, 178, 1, 56-66, 2024-04-18
[ AHP,cost,public policy,subsidy allocation,water supply ]
KNOWLEDGE DISSEMINATION TRAJECTORY OF BIM IN CONSTRUCTION ENGINEERING APPLICATIONS
Journal of Civil Engineering and Management, 30, 4, 343-353, 2024-04-15
[ building information modeling (BIM),citation network,main path analysis,trajectory analysis ]
EMPIRICAL STUDY TOWARD CORPORATE LEGAL COMPLIANCE AND ANTI-CORRUPTION FOR TOP CONSTRUCTION ENGINEERING CONSULTING FIRMS
Journal of Civil Engineering and Management, 30, 2, 168-181, 2024-02-06
[ construction industry,corporate anti-corruption,engineering consulting company,firewall setup,legal compliance,Structural Equation Modelling (SEM) ]
Extended Reality (XR) Training in the Construction Industry: A Content Review
Buildings, 14, 2, 2024-02-01
[ augmented reality (VR),augmented virtual reality (AV),construction training,extended reality (XR),virtual reality (VR) ]
Scheming preventive maintenance assignments for mass rapid transit (MRT): Taoyuan Metro MRT system
Engineering Optimization, 56, 7, 1065-1080, 2024-01-01
[ heuristic algorithm,location selection,mathematical programming,MRT maintenance base,preventive maintenance assignment ]
Enhancing Detection of Falls and Bed-Falls Using a Depth Sensor and Convolutional Neural Network
IEEE Sensors Journal, 24, 14, 23150-23162, 2024-01-01
[ Convolutional neural network (CNN),depth sensor,elderly care,fall detection system,video surveillance ]
Three-Dimensional Measurement of Fire-Damaged Concrete Crack Development Using X-Ray CT Images
Journal of Performance of Constructed Facilities, 37, 6, 2023-12-01
[ Crack development,Fire-damaged concrete,OpenCV,Particle swarm optimization-based projection (PSOP),X-ray computerized tomography (CT) ]
Housing Transfer Inspection: What Are the Priorities?
Buildings, 13, 10, 2023-10-01
[ AHP,expert survey,housing transfer inspection,priority ranking,property management ]
Smart bridge maintenance using cluster merging algorithm based on self-organizing map optimization
Automation in Construction, 152, 2023-08-01
[ Bridge maintenance,Clustering,Deterioration,Inspection,SOM ]
Manpower Allocation of Work Activities for Producing Precast Components: Empirical Study in Taiwan
Sustainability, 15, 9, 2023-05-01
[ construction management,K-Nearest Neighbor,manpower allocation,precast component,rough set ]
探索國內營造廠公司治理不當行為之研究
鋪面工程 Semiannual Periodical, 21, 1, 67-72, 2023-03-31
[ 上市櫃營造廠,公司治理,關聯規則,粗糙集理論,不當行為 ]
Applying Association Rule Mining to Explore Unsafe Behaviors in the Indonesian Construction Industry
Sustainability, 15, 6, 2023-03-01
[ association rules,construction safety,data mining,unsafe behavior ]
An Explorative Study of the Political, Economic, and Social Factors Influencing the Development of Senior Housing: A Case Study of Hong Kong
Buildings, 13, 3, 2023-03-01
[ aging in place,critical factors,densely populated cities,elderly care,housing development,housing for the elderly,pre-COVID,senior housing ]
Predicting heavy metal recontamination in farmland
IET Conference Proceedings, 2023, 45, 44-45, 2023-01-01
[ farmland,heavy metal,pollution,prediction,random forest,Re-contamination ]
Predicting increments in heavy metal contamination in farmland soil
IET Conference Proceedings, 2023, 45, 46-47, 2023-01-01
[ Farmland pollution,heavy metal contamination,neural networks,prediction ]
Photovoltaic rooftop's contribution to improve building-level energy resilience during COVID-19 work-from-home arrangement
Energy for Sustainable Development, 68, 182-191, 2022-06-01
[ COVID-19,Energy resilience,Photovoltaic rooftop,Work-from-home ]
Rough-Set Based Association Rules toward Performance of High-Friction Road Markings
Journal of Transportation Engineering Part B: Pavements, 148, 2, 2022-06-01
Exploring Empirical Rules for Construction Accident Prevention Based on Unsafe Behaviors
Sustainability, 14, 7, 2022-04-01
Dove Swarm Optimization Algorithm
IEEE Access, 10, 46690-46696, 2022-01-01
Earthquake-induced unserviceable apartment rate and earthquake insurance in Taiwan
Georisk, 16, 4, 699-709, 2022-01-01
[ annual unserviceable apartment rate,Earthquake,insurance,Taiwan ]
The Influence of Mutual Assistance of Construction Workers with Different Personality Traits on Team Safety
Computational Intelligence and Neuroscience, 2022, 2022-01-01
Smart training: Mask R-CNN oriented approach
Expert Systems with Applications, 185, 2021-12-15
A NEW APPROACH FOR MODELING EARTHQUAKE MAGNITUDE PROBABILITY DISTRIBUTION
Journal of GeoEngineering, 16, 4, 145-154, 2021-12-01
[ Earthquake magnitude probability distribution,Optimization,Statistical tests ]
Dynamic Fall Risk Assessment Framework for Construction Workers Based on Dynamic Bayesian Network and Computer Vision
Journal of Construction Engineering and Management - ASCE, 147, 12, 2021-12-01
[ Computer vision,Dynamic Bayesian network (DBM),Dynamic risk assessment,Fall from height ]
Learn Curve for Precast Component Productivity in Construction
International Journal of Civil Engineering, 19, 10, 1179-1194, 2021-10-01
[ Construction industry,Exponential model,Learning curve,Precast components production ]
A Projection-Based Human Motion Recognition Algorithm Based on Depth Sensors
IEEE Sensors Journal, 21, 15, 16990-16996, 2021-08-01
Sustainable corporate governance: The impact factors for top consulting engineering companies in Taiwan
Sustainability, 13, 14, 2021-07-02
[ Construction management,Engineering consulting companies,Factor analysis,Structural equation modeling (SEM),Sustainable corporate governance ]
Towards people-centric smart city development: Investigating the citizens’ preferences and perceptions about smart-city services in Taiwan
Sustainable Cities and Society, 67, 2021-04-01
[ Citizens’ preference,City development,Human needs,People-centric,Smart-city services ]
Competitive Location Selection of a Commercial Center Based on the Vitality of Commercial Districts and Residential Emotion
Journal of the Urban Planning and Development Division, ASCE, 147, 1, 2021-03-01
[ Competitive location,Multisource data,Residential emotion,Social media,The vitality of commercial district ]
IMPROVEMENT FOR ASPHALT MIXTURE PERFORMANCE USING PLASTIC BOTTLE WASTE
International Journal of GEOMATE, 20, 79, 139-146, 2021-03-01
[ Asphalt Concrete-Wearing Course,Asphalt mixture,Hot mix asphalt,Optimum Asphalt Content,Polyethylene Terephthalate ]
Transit-oriented development: Exploring citizen perceptions in a Booming City, Can Tho City, Vietnam
Sustainability, 13, 3, 1-14, 2021-02-01
[ Citizen perception,Structural equation modeling (SEM),Sustainable transportation,Transit-oriented development (TOD) ]
Smart Project Management: Interactive Platform Using Natural Language Processing Technology
Applied Sciences (Switzerland), 11, 4, 2021-02-01
[ construction contract,interactive concept,keyword detection,natural language processing,project management platform ]
Smart care using a dnn-based approach for activities of daily living (ADL) recognition
Applied Sciences (Switzerland), 11, 1, 1-12, 2021-01-01
[ Activities of daily living (ADL),Deep neural network (DNN),Image processing,Pattern recognition,Skeletal data processing ]
Smart Living: An Interactive Control System for Household Appliances
IEEE Access, 9, 14897-14904, 2021-01-01
[ hand gesture recognition,household appliance control,human computer interaction,Smart home ]
Swarm-inspired data-driven approach for housing market segmentation: a case study of Taipei city
Journal of Housing and the Built Environment, 2021-01-01
[ Artificial intelligence,Clustering approach,Data mining,Hedonic price model,Housing submarkets ]
Determining Worker Training Time for Precast Component Production in Construction: Empirical Study in Taiwan
Journal of Construction Engineering and Management - ASCE, 147, 1, 2021-01-01
Automatic manpower allocation for public construction projects using a rough set enhanced neural network
Canadian Journal of Civil Engineering, 48, 8, 1020-1025, 2021-01-01
[ Artificial neural network (ANN),Construction project,Manpower,Prediction,Rough set ]
Detecting corporate misconduct through random forest in China's construction industry
Journal of Cleaner Production, 268, 2020-09-20
[ Construction industry,Corporate misconduct,Machine learning,Random forest,Support vector machine,Variable importance ]
Renewable energy microgrids: Economic evaluation and decision making for government policies to contribute to affordable and clean energy
Applied Energy, 274, 2020-09-15
[ Affordable and clean energy,Energy economics,Government policies,Microgrid ]
Effects of Career Horizon and Corporate Governance in China's Construction Industry: Multilevel Study of Top Management Fraud
Journal of Management in Engineering - ASCE, 36, 5, 2020-09-01
[ Board monitoring,Career horizon,Hierarchical linear modeling,Ownership structure,Top management fraud ]
Corporate environmental performance prediction in China: An empirical study of energy service companies
Journal of Cleaner Production, 266, 2020-09-01
[ Corporate environmental performance,Energy service company (ESCO),Extreme gradient boosting (XGBoost) ]
The willingness to adopt the internet of things (IoT) conception in Taiwan’s construction industry
Journal of Civil Engineering and Management, 26, 6, 534-550, 2020-06-08
[ Construction industry,Extension of the Technology Acceptance Model,Internet of Things (IoT),Structural equation model,Technology Acceptance Model (TAM),Unified Theory of Acceptance and Use of Technology (UTAUT) model ]
Exploring the association rules of work activities for producing precast components
Automation in Construction, 111, 2020-03-01
[ Apriori algorithm , Association rule , Construction activity , Precast component ]
Preventive Interface Management for Design-Build Wireless Train Control Mass Rapid Transit Projects
Journal of Performance of Constructed Facilities, 34, 1, 2020-02-01
[ Design-build contract , Interface management , Interface point network , Mass rapid transit (MRT) design interface integration , Mass rapid transit project , Preventive interface design criteria ]
Establishing dynamic impact function for house pricing based on surrending multi-attributes: Evidence from Taipei city, Taiwan
International Journal of Strategic Property Management, 24, 2, 119-129, 2020-01-14
[ Financial engineering , House pricing theory , Impact function , Multi-attribute , Property management ]
A practical approach to determining critical macroeconomic factors in air-traffic volume based on K-means clustering and decision-tree classification
Journal of Air Transport Management, 82, 2020-01-01
[ Air-traffic volume , Clustering and classification , decision trees , K-means , Macroeconomic factors ]
Preventing or encouraging illegal activities by construction firms: effects of top management team compensation and aspiration-performance discrepancies
Engineering, Construction and Architectural Management, 2020-01-01
[ Aspiration,Compensation,Corporate illegal activities,Performance,Top management team ]
Life cycle assessment and energy payback time of a standalone hybrid renewable energy commercial microgrid: A case study of Town Island in Hong Kong
Applied Energy, 250, 760-775, 2019-09-15
[ Energy payback time , Life-cycle assessment , Microgrid ]
Automatic object-detection of school building elements in visual data: A gray-level histogram statistical feature-based method
Applied Sciences (Switzerland), 9, 18, 2019-09-01
[ Column and wall detection , Gray-level histogram , Imaging recognition , Structural information collection ]
Optimizing construction sequences for secant pile walls
Chimica Oggi, 37, 1, 12-15, 2019-01-01
[ Genetic algorithm (GA) , Optimization , Pile sequence ]
Development of a data-mining technique for regional-scale evaluation of building seismic vulnerability
Applied Sciences (Switzerland), 9, 7, 2019-01-01
[ Building seismic vulnerability , Data mining , Earthquake , Seismic risk , Support Vector Machine ]
Improving preliminary cost estimation in Indonesia using support vector regression
Proceedings of Institution of Civil Engineers: Management, Procurement and Law, 172, 1, 25-33, 2018-09-03
[ economics & finance/mathematical modelling/project management ]
Developing a PSO-Based Projection Algorithm for a Porosity Detection System Using X-Ray CT Images of Permeable Concrete
IEEE Access, 6, 64406-64415, 2018-01-01
[ automation , Cluster analysis , computational intelligence , projection algorithm , PSO algorithm , X-ray computerized tomography (CT) ]
Exploring the links between task-level knowledge management and project success
Journal of Testing and Evaluation, 46, 3, 2017-10-06
[ Knowledge management , Project characteristics , Project success , Task ]
SOM-Optimized Neurofuzzy Classifiers for Measuring Expatriation Willingness
IEEE Intelligent Systems, 32, 5, 28-34, 2017-09-01
[ artificial intelligence , artificial neural network (ANN) , classifier , expatriation willingness , fuzzy , intelligent systems , optimization , SOM ]
Forecasting spatial dynamics of the housing market using Support Vector Machine
International Journal of Strategic Property Management, 21, 3, 273-283, 2017-07-03
[ Hedonic appraisal method , Housing price forecasting , Spatial dynamics , Supporting vector machine ]
Improving Hedging Decisions for Financial Risks of Construction Material Suppliers Using Grey System Theory
Journal of Management in Engineering - ASCE, 33, 4, 2017-07-01
[ Construction material suppliers , Derivatives , Grey system theory , Risk hedge ]
Managing Complex Engineering Interfaces of Urban Mass Rapid Transit Projects
Journal of Construction Engineering and Management - ASCE, 143, 6, 2017-06-01
[ Construction management , Contract management , Interface management , Mass rapid transit , Project planning and design ]
Optimizing profit and logistics for precast concrete production
Canadian Journal of Civil Engineering, 44, 6, 393-406, 2017-01-01
[ Logistic , Optimization , Precast construction , Productivity ]
A self organizing map optimization based image recognition and processing model for bridge crack inspection
Automation in Construction, 73, 58-66, 2017-01-01
[ Bridge inspection , Image recognition , Self organizing map optimization ]
Process reengineering and improvement for building precast production
Automation in Construction, 68, 249-258, 2016-08-01
[ Construction engineering , Precast process , Productivity , Reengineering , Simulation ]
Exploring and weighting features for financially distressed construction companies using Swarm Inspired Projection algorithm
Advanced Engineering Informatics, 30, 3, 376-389, 2016-08-01
[ Construction companies , Financial distress , Financial ratios , Principal component analysis , Swarm inspired projection algorithm ]
Validating a model for assessing the association among green innovation, project success and firm benefit
Quality and Quantity, 50, 2, 885-899, 2016-03-01
[ Firm benefit , Green innovation , New product development , Project success ]
Testing a framework for evaluating critical success factors of projects
Journal of Testing and Evaluation, 44, 1, 19-30, 2016-01-01
[ Analytical network process , Critical success factor , Electronic component distribution , Electronic component sales , Project , Project success ]
Legal risks incurred under the application of BIM in Taiwan
Proceedings of the Institution of Civil Engineers: Forensic Engineering, 168, 3, 127-133, 2015-08-01
[ Contracting , Disputes & arbitration ]
A framework for evaluating relationship among HRM practices, project success and organizational benefit
Quality and Quantity, 49, 3, 1039-1061, 2015-05-01
[ Human resource management , New product development , Organizational benefit , Project success ]
Assessing the effect of requirement definition and management on performance outcomes: Role of interpersonal conflict, product advantage and project type
International Journal of Project Management, 33, 1, 67-80, 2015-01-01
[ Interpersonal conflict , Market performance , Product advantage , Project performance , Requirement definition and management ]
Determining and classifying factors of employees' expatriation willingness using rough set theory
Journal of Management in Engineering - ASCE, 30, 5, 2014-09-01
[ Engineering consulting , Expatriation willingness (EW) , Rough set ]
Quantifying impact factors of sustainable road planning in Taiwan
International Journal of Pavement Research and Technology, 7, 1, 18-24, 2014-01-01
[ Construction management , Factor analysis , Survey , Sustainable road planning ]
Testing a model for evaluating influence of PM practices on ETO manufacturing performance
Journal of Testing and Evaluation, 42, 5, 2014-01-01
[ Performance , Project characteristics , Project management practices , Project manufacturing ]
KM as a facilitator for project performance through team process: Does information technology make a difference?
International Journal of Information Technology and Decision Making, 13, 5, 937-956, 2014-01-01
[ information technology , knowledge management , project characteristics , project performance , Research and development , team process ]
Developing a damage assessment model for bridge surroundings: a study of the disaster caused by Typhoon Morakot in Taiwan
Civil Engineering and Environmental Systems, 31, 1, 24-35, 2014-01-01
[ ANN , bridge , damage assessment , fuzzy , optimisation , remote sensing imagery , SOM , typhoon disaster ]
Prediction rules of the employees' expatriation willingness for engineering consulting companies
Journal of Marine Science and Technology, 22, 2, 116-124, 2014-01-01
[ Decision tree , Expatriation willingness , Prediction rule , Rough set ]
A comprehensive framework for evaluating key project requirements
Journal of Civil Engineering and Management, 19, SUPPL.1, 2013-12-19
[ ANP , project performance , project requirements , requirements definition , SEM. ]
Human resource allocation model in pavement engineering
International Journal of Pavement Research and Technology, 6, 5, 643-650, 2013-09-17
[ Allocation , ANN , Project human resources , Rough sets ]
Requirements definition and management practice to improve project outcomes
Journal of Civil Engineering and Management, 18, 1, 114-124, 2012-07-02
[ Project characteristics , Project performance , Project requirements , Requirements definition and management ]
Contractor costs of factoring account receivables for a construction project
Journal of Civil Engineering and Management, 18, 2, 227-234, 2012-07-02
[ Accounts receivable , Construction project , Cost , Factoring , Financing ]
A hybrid knowledge-sharing model for corporate foreign investment in China's construction market
Expert Systems with Applications, 39, 9, 7585-7590, 2012-07-01
[ Artificial neural networks (ANN) , Construction company , Foreign investment , Fuzzy , Knowledge management , Knowledge sharing , SOM ]
Knowledge management for risk hedging by construction material suppliers
Journal of Management in Engineering - ASCE, 28, 3, 273-280, 2012-07-01
[ Derivatives , KNN , Knowledge management , Risk management , TOPSIS ]
Assessing impacts of information technology on project success through knowledge management practice
Automation in Construction, 22, 182-191, 2012-03-01
[ Information technology,Knowledge management,Project performance,Project type ]
Developing SFNN models to predict financial distress of construction companies
Expert Systems with Applications, 39, 1, 823-827, 2012-01-01
[ ANN , Construction companies , Financial crisis , Financial distress , Fuzzy , Prediction , SOM optimization ]
Information systems utilization to improve distribution center performance: From the perspective of task characteristics and customers
Advances in Information Sciences and Service Sciences, 4, 1, 230-238, 2012-01-01
[ Activity,Customer,Distribution center,Information systems,Performance ]
Application of neural networks for detecting erroneous tax reports from construction companies
Automation in Construction, 20, 7, 935-939, 2011-11-01
[ Construction company , Neural networks , Pattern classification , Tax report ]
Mapping multi-spectral remote sensing images using rule extraction approach
Expert Systems with Applications, 38, 10, 12917-12922, 2011-09-15
[ Fuzzy systems , Image classification , Neural networks , Remote sensing , Rule extraction ]
Application of a SOM-based optimization algorithm in minimizing construction time for secant pile wall
Journal of Construction Engineering and Management - ASCE, 136, 11, 1189-1195, 2010-11-01
[ Construction time , Optimal sequencing , Optimization , Secant pile wall , Self-organizing feature map (SOM) , SOMO algorithm ]
Developing an SVM based risk hedging prediction model for construction material suppliers
Automation in Construction, 19, 6, 702-708, 2010-10-01
[ Construction material supplier , Derivative usage , Financial ratio , Risk hedging , Support Vector Machine (SVM) ]
A preliminary study toward mechanism of contractor selection for public sector
中國土木水利工程學刊Journal of the Chinese Institute of Civil and Hydraulic Engineering, 22, 1, 113-123, 2010-03-01
[ Contractor selection , Indifference curve , Procurement ]
A rule extraction based approach in predicting derivative use for financial risk hedging by construction companies
Expert Systems with Applications, 37, 9, 6510-6514, 2010-01-01
[ ANN , Construction management , Derivatives , Financial risk , Fuzzy , Risk hedging , Rule extraction ]
Comparison of SOM-based optimization and particle swarm optimization for minimizing the construction time of a secant pile wall
Automation in Construction, 18, 6, 844-848, 2009-10-01
[ Construction time , Optimization , Particle swarm , Secant pile wall , Self organizing map ]
KNN based knowledge-sharing model for severe change order disputes in construction
Automation in Construction, 17, 6, 773-779, 2008-08-01
[ Change orders , Construction management , Disputes , KNN , Knowledge sharing , Litigation ]
Quantifying impact factors of corporate financing: Engineering consulting firms
Journal of Management in Engineering - ASCE, 24, 2, 96-104, 2008-03-25
[ Construction management , Consulting services , Engineering firms , Financial management ]
Case-based allocation of onsite supervisory manpower for construction projects
Construction Management and Economics, 26, 8, 805-814, 2008-01-01
[ Allocation , Human resource management , Onsite , Overheads , Supervisory manpower costs ]
Application of SOMO based clustering in building renovation
International Journal of Fuzzy Systems, 10, 3, 195-201, 2008-01-01
[ Building renovation,Clustering,Construction management,SOM ]
Hybrid ANN-CBR model for disputed change orders in construction projects
Automation in Construction, 17, 1, 56-64, 2007-11-01
[ AI , ANN , CBR , Change orders , Construction management , Disputes , Litigation ]
Assessment of automation and integration technology's impacts on project stakeholder success
Automation in Construction, 16, 6, 725-733, 2007-09-01
[ Automation , Integration , Project , Stakeholder success , Technology ]
3D measurement of fire-damaged concrete crack development using x-ray CT images
Journal of Performance of Constructed Facilities,
[ 3D ]

研討會著作

Establishing natural Language processing platform for construction projects
2021-11-24
[ Project Management Platform,Natural Language Processing,Interactive Concept,Construction Contract,Keyword Detection ]
Establishing project management platform using natural language processing technology integrating cloud computing and the Internet of Things (IoT) interactive concepts
2020-07-30
[ project management,natural language processing,IoT,cloud computing ]
Exploring preference ranking for housing transfer inspection items using AHP
2019-12-01
[ preference ranking,housing transfer inspection,AHP,expert survey,property management ]
Establishment for house inspection criteria using SEM approach
2019-07-23
[ House Inspection,Structural Equation Modeling,Perceived Value,Construction Management. ]
Assessing house price based on customer demands in metropolitan areas: Empirical evidence in Taipei city
2019-07-23
[ ]
Integrating Precast Big Data and System Simulation to Improve Manpower Allocation for Construction Precast Production
2019-07-10
[ Construction precast,simulation, productivity,manpower allocation,big data ]
Feasibility Study on UAV-assisted Construction Surplus Soil Tracking Control and Management Technique
2018-02-15
Optimizing construction sequences for secant pile walls
145-150, 2015-01-01
[ Genetic algorithm (GA) , Optimization , Pile sequence ]
Detection of streamflow change to prevent residents from potential disasters
102-109, 2013-12-01
[ Automatic detection , Disaster prevention , Pattern recognition , Remote sensing , RGB image ]
Quantifying impact factors for sustainable road engineering
1128-1133, 2011-12-01
[ Construction management , Factor analysis , Impact factor , Survey , Sustainable road project ]
Research in establishment of quality control and risk management systems
323-328, 2011-12-01
[ Quality control (QC) , Quality inspection , Risk control , Risk management ]
The study of BIM-based MRT structural inspection system
130-135, 2011-12-01
[ Building information modeling , Facility management , Metropolitan rapid transit system , Shield tunnel , Structural inspection ]
Optimal construction sequencing for secant pile wall
2142-2147, 2008-12-01
[ Optimization , Sequencing , SOM , SOMO algorithm ]
Factoring account receivables towards mitigating cash flow fluctuation for construction projects
5538-5542, 2008-09-12
[ Accounts receivable , Construction project , Cost , Factoring , Financing ]
Quantifying impact factors of corporate financing: Engineering consulting firms
799-809, 2007-12-01
[ Construction industry , Construction management , Corporate governance , Factor analysis , Finance ]
Neurofuzzy prediction model for aseismic ability of buildings
802-810, 2007-11-19
Early warning system for severe change orders
1913-1924, 2005-10-31
[ CBR , Change orders , Construction management , Disputes , Early warning , EWS , Litigation ]

專書

Applied Mechanics and Materials
2280-2283, 2011-10-04
[ Engineering consulting com,Expatriation,International project,Pany,Work intension ]

校外榮譽

114 [史丹佛大學] 史丹福大學公布 - 2025全球前2%頂尖科學家(終身影響力)
114 [史丹佛大學] 史丹福大學公布-2025全球前2%頂尖科學家 (終身影響力)
112 [國際工程技術學會/英國工程技術學會(IET)] 2023年國際工程技術學會會士

校內獲獎

115 特聘教授
112 特聘教授
111 研究傑出獎
108 特聘教授
105 特聘教授

期刊編輯

111 ~ 111 Journal of Computing in Civil Engineering ISSN 0887-3801 EISSN 1943-5487
諮詢委員會成員
110 ~ 111 Sustainability ISSN 2071-1050 EISSN 2071-1050
客座主編
109 ~ 111 中國土木水利工程學刊Journal of the Chinese Institute of Civil and Hydraulic Engineering ISSN 1015-5856
編輯
108 ~ 111 International Journal of Fuzzy Systems ISSN 1562-2479 EISSN 2199-3211
助理編輯

停車費率動態管理方法 [中華民國]
運用優化分群演算法開發設計雲端智慧平台 [中華民國]
工程專案文件管理方法與系統 [中華民國]
鋼件影像辨識方法與系統 [中華民國]
鋼構件塗裝路徑智慧規劃方法 [中華民國]
驗屋點交智慧操作系統與方法 [中華民國]
角隅結構與建築物角隅防水結構（陰角） [中華民國]
角隅結構與建築物角隅防水結構（陽角） [中華民國]
角隅結構與建築物角隅防水結構（一般角隅） [中華民國]

陳介豪

Chen, Jieh-Haur

現職

專長

專長簡述

最高學歷

相關連結

科技部學門領域

政府GRB研究專長領域

教育部學門領域

國科會計畫統計

開發整合可解釋性人工智慧與合成孔徑雷達影像探究分析混凝土結構物濕度之特質變化與預測 1150801~1160731

開發整合可解釋性人工智慧與合成孔徑雷達影像探究分析混凝土結構物濕度之特質變化與預測 1140801~1150731

適性虛擬啟發式融合分群優化整合AR與LiDAR探究大規模建築工程中BIM及數位孿生分析應用(II) 1140601~1150531

預鑄工廠構件生產系統再造與效能提升之研究 1040801~1050731 [precast process, reengineering, simulation, productivity, construction engineering ]

期刊著作

U-Net Enhanced Depth Sensing Detection on Earthwork Management Journal of Infrastructure Systems, 31, 4, 2025-12-01 [ Computational intelligence,Earth resource storage site,Earthwork management,Object detection,Recognition,Unmanned aerial vehicle (UAV) ]

Enhancing Efficiency of Handling Illegal Constructions Using the SOMCM Algorithm: A Case Study in Taipei Journal of Performance of Constructed Facilities, 39, 6, 2025-12-01 [ Big data,Illegal construction,Merge clustering,Self-organizing map (SOM),Urban management ]

ESTABLISHMENT OF HOUSING TRANSFER INSPECTION ITEMS USING SEM: EMPIRICAL STUDY IN TAIWAN International Journal of Strategic Property Management, 29, 5, 398-408, 2025-10-16 [ house inspection,housing transfer,perceived value,Structural Equation Modeling (SEM) ]

QUOTATION IMPACT FACTORS FOR GENERAL CONTRACTORS: A VIEWPOINT FROM PRIVATE SECTORS IN TAIWAN Journal of Civil Engineering and Management, 31, 7, 802-810, 2025-08-14 [ construction management,PCA,quotation factor,subcontractor,survey ]

Smart Tournament Scheduling Using a POX-Heuristic Genetic Algorithm International Journal of Information Technology and Decision Making, 24, 6, 1613-1629, 2025-08-01 [ game scheduling,genetic algorithm,heuristic algorithm,precedence preserving order-based crossover,Tournament scheduling ]

Predicting and regulating potential zone for heavy metal re-contaminated farmland: Case study in Taiwan Environmental Development, 54, 2025-06-01 [ Farmland,Heavy metal,Pollution potential zone,Prediction,Random forest (RF),Re-contamination ]

Exploring association rules overseeing subcontractor quotation behaviors: an empirical study in the construction industry of Taiwan Canadian Journal of Civil Engineering, 52, 6, 1152-1160, 2025-06-01 [ association rule,construction project,procurement strategy,quotation behavior,subcontractor ]

EVALUATING COMPLEXITY OF CONSTRUCTION PRECAST COMPONENT: EMPIRICAL STUDY IN TAIWAN Journal of Civil Engineering and Management, 31, 3, 266-280, 2025-03-12 [ clustering,complexity level,component production,construction precast,manpower allocation,Swarm-Inspired Projection ]

Enhancing regional defense: barrier placement optimization along coasts Operations Management Research, 18, 1, 257-268, 2025-03-01 [ Barrier placement,Coastal defense,Optimal assignment schedule,Relaxation-fixation algorithm ]

EXPLORING BIM TECHNOLOGY DEVELOPMENT USING PATENT CITATION ANALYSIS: USA CASE STUDY Journal of Civil Engineering and Management, 31, 2, 129-143, 2025-02-04 [ building information modeling,citation network,cluster analysis,main path analysis,patent analysis ]

Developing Rules for Rental Subsidy: An Empirical Housing Study in Taiwan Journal of the Urban Planning and Development Division, ASCE, 150, 4, 2024-12-01 [ Fuzzy,Housing,Neural networks,Particle swarm optimization (PSO),Rental subsidy,Rules ]

Smart cost estimation: Empirical case for extra-high voltage transmission towers Heliyon, 10, 10, 2024-05-30 [ Construction cost estimation,Energy,Extra-high voltage (EHV) transmission towers,Support vector regression (SVR) ]

Exploring preference ranking for town water supply in remote areas: Case study in Taiwan Proceedings of the Institution of Civil Engineers: Engineering Sustainability, 178, 1, 56-66, 2024-04-18 [ AHP,cost,public policy,subsidy allocation,water supply ]

KNOWLEDGE DISSEMINATION TRAJECTORY OF BIM IN CONSTRUCTION ENGINEERING APPLICATIONS Journal of Civil Engineering and Management, 30, 4, 343-353, 2024-04-15 [ building information modeling (BIM),citation network,main path analysis,trajectory analysis ]

Extended Reality (XR) Training in the Construction Industry: A Content Review Buildings, 14, 2, 2024-02-01 [ augmented reality (VR),augmented virtual reality (AV),construction training,extended reality (XR),virtual reality (VR) ]

Scheming preventive maintenance assignments for mass rapid transit (MRT): Taoyuan Metro MRT system Engineering Optimization, 56, 7, 1065-1080, 2024-01-01 [ heuristic algorithm,location selection,mathematical programming,MRT maintenance base,preventive maintenance assignment ]

Enhancing Detection of Falls and Bed-Falls Using a Depth Sensor and Convolutional Neural Network IEEE Sensors Journal, 24, 14, 23150-23162, 2024-01-01 [ Convolutional neural network (CNN),depth sensor,elderly care,fall detection system,video surveillance ]

Housing Transfer Inspection: What Are the Priorities? Buildings, 13, 10, 2023-10-01 [ AHP,expert survey,housing transfer inspection,priority ranking,property management ]

Smart bridge maintenance using cluster merging algorithm based on self-organizing map optimization Automation in Construction, 152, 2023-08-01 [ Bridge maintenance,Clustering,Deterioration,Inspection,SOM ]

Manpower Allocation of Work Activities for Producing Precast Components: Empirical Study in Taiwan Sustainability, 15, 9, 2023-05-01 [ construction management,K-Nearest Neighbor,manpower allocation,precast component,rough set ]

探索國內營造廠公司治理不當行為之研究 鋪面工程 Semiannual Periodical, 21, 1, 67-72, 2023-03-31 [ 上市櫃營造廠,公司治理,關聯規則,粗糙集理論,不當行為 ]

Applying Association Rule Mining to Explore Unsafe Behaviors in the Indonesian Construction Industry Sustainability, 15, 6, 2023-03-01 [ association rules,construction safety,data mining,unsafe behavior ]

Predicting heavy metal recontamination in farmland IET Conference Proceedings, 2023, 45, 44-45, 2023-01-01 [ farmland,heavy metal,pollution,prediction,random forest,Re-contamination ]

Predicting increments in heavy metal contamination in farmland soil IET Conference Proceedings, 2023, 45, 46-47, 2023-01-01 [ Farmland pollution,heavy metal contamination,neural networks,prediction ]

Photovoltaic rooftop's contribution to improve building-level energy resilience during COVID-19 work-from-home arrangement Energy for Sustainable Development, 68, 182-191, 2022-06-01 [ COVID-19,Energy resilience,Photovoltaic rooftop,Work-from-home ]

Rough-Set Based Association Rules toward Performance of High-Friction Road Markings Journal of Transportation Engineering Part B: Pavements, 148, 2, 2022-06-01

Exploring Empirical Rules for Construction Accident Prevention Based on Unsafe Behaviors Sustainability, 14, 7, 2022-04-01

Dove Swarm Optimization Algorithm IEEE Access, 10, 46690-46696, 2022-01-01

Earthquake-induced unserviceable apartment rate and earthquake insurance in Taiwan Georisk, 16, 4, 699-709, 2022-01-01 [ annual unserviceable apartment rate,Earthquake,insurance,Taiwan ]

The Influence of Mutual Assistance of Construction Workers with Different Personality Traits on Team Safety Computational Intelligence and Neuroscience, 2022, 2022-01-01

Smart training: Mask R-CNN oriented approach Expert Systems with Applications, 185, 2021-12-15

A NEW APPROACH FOR MODELING EARTHQUAKE MAGNITUDE PROBABILITY DISTRIBUTION Journal of GeoEngineering, 16, 4, 145-154, 2021-12-01 [ Earthquake magnitude probability distribution,Optimization,Statistical tests ]

Dynamic Fall Risk Assessment Framework for Construction Workers Based on Dynamic Bayesian Network and Computer Vision Journal of Construction Engineering and Management - ASCE, 147, 12, 2021-12-01 [ Computer vision,Dynamic Bayesian network (DBM),Dynamic risk assessment,Fall from height ]

Learn Curve for Precast Component Productivity in Construction International Journal of Civil Engineering, 19, 10, 1179-1194, 2021-10-01 [ Construction industry,Exponential model,Learning curve,Precast components production ]

A Projection-Based Human Motion Recognition Algorithm Based on Depth Sensors IEEE Sensors Journal, 21, 15, 16990-16996, 2021-08-01

Sustainable corporate governance: The impact factors for top consulting engineering companies in Taiwan Sustainability, 13, 14, 2021-07-02 [ Construction management,Engineering consulting companies,Factor analysis,Structural equation modeling (SEM),Sustainable corporate governance ]

Towards people-centric smart city development: Investigating the citizens’ preferences and perceptions about smart-city services in Taiwan Sustainable Cities and Society, 67, 2021-04-01 [ Citizens’ preference,City development,Human needs,People-centric,Smart-city services ]

IMPROVEMENT FOR ASPHALT MIXTURE PERFORMANCE USING PLASTIC BOTTLE WASTE International Journal of GEOMATE, 20, 79, 139-146, 2021-03-01 [ Asphalt Concrete-Wearing Course,Asphalt mixture,Hot mix asphalt,Optimum Asphalt Content,Polyethylene Terephthalate ]

Transit-oriented development: Exploring citizen perceptions in a Booming City, Can Tho City, Vietnam Sustainability, 13, 3, 1-14, 2021-02-01 [ Citizen perception,Structural equation modeling (SEM),Sustainable transportation,Transit-oriented development (TOD) ]

Smart Project Management: Interactive Platform Using Natural Language Processing Technology Applied Sciences (Switzerland), 11, 4, 2021-02-01 [ construction contract,interactive concept,keyword detection,natural language processing,project management platform ]

Smart care using a dnn-based approach for activities of daily living (ADL) recognition Applied Sciences (Switzerland), 11, 1, 1-12, 2021-01-01 [ Activities of daily living (ADL),Deep neural network (DNN),Image processing,Pattern recognition,Skeletal data processing ]

Smart Living: An Interactive Control System for Household Appliances IEEE Access, 9, 14897-14904, 2021-01-01 [ hand gesture recognition,household appliance control,human computer interaction,Smart home ]

Swarm-inspired data-driven approach for housing market segmentation: a case study of Taipei city Journal of Housing and the Built Environment, 2021-01-01 [ Artificial intelligence,Clustering approach,Data mining,Hedonic price model,Housing submarkets ]

Determining Worker Training Time for Precast Component Production in Construction: Empirical Study in Taiwan Journal of Construction Engineering and Management - ASCE, 147, 1, 2021-01-01

Automatic manpower allocation for public construction projects using a rough set enhanced neural network Canadian Journal of Civil Engineering, 48, 8, 1020-1025, 2021-01-01 [ Artificial neural network (ANN),Construction project,Manpower,Prediction,Rough set ]

Detecting corporate misconduct through random forest in China's construction industry Journal of Cleaner Production, 268, 2020-09-20 [ Construction industry,Corporate misconduct,Machine learning,Random forest,Support vector machine,Variable importance ]

Renewable energy microgrids: Economic evaluation and decision making for government policies to contribute to affordable and clean energy Applied Energy, 274, 2020-09-15 [ Affordable and clean energy,Energy economics,Government policies,Microgrid ]

Effects of Career Horizon and Corporate Governance in China's Construction Industry: Multilevel Study of Top Management Fraud Journal of Management in Engineering - ASCE, 36, 5, 2020-09-01 [ Board monitoring,Career horizon,Hierarchical linear modeling,Ownership structure,Top management fraud ]

Corporate environmental performance prediction in China: An empirical study of energy service companies Journal of Cleaner Production, 266, 2020-09-01 [ Corporate environmental performance,Energy service company (ESCO),Extreme gradient boosting (XGBoost) ]

Exploring the association rules of work activities for producing precast components Automation in Construction, 111, 2020-03-01 [ Apriori algorithm , Association rule , Construction activity , Precast component ]

Life cycle assessment and energy payback time of a standalone hybrid renewable energy commercial microgrid: A case study of Town Island in Hong Kong Applied Energy, 250, 760-775, 2019-09-15 [ Energy payback time , Life-cycle assessment , Microgrid ]

Automatic object-detection of school building elements in visual data: A gray-level histogram statistical feature-based method Applied Sciences (Switzerland), 9, 18, 2019-09-01 [ Column and wall detection , Gray-level histogram , Imaging recognition , Structural information collection ]

Optimizing construction sequences for secant pile walls Chimica Oggi, 37, 1, 12-15, 2019-01-01 [ Genetic algorithm (GA) , Optimization , Pile sequence ]

Development of a data-mining technique for regional-scale evaluation of building seismic vulnerability Applied Sciences (Switzerland), 9, 7, 2019-01-01 [ Building seismic vulnerability , Data mining , Earthquake , Seismic risk , Support Vector Machine ]

Improving preliminary cost estimation in Indonesia using support vector regression Proceedings of Institution of Civil Engineers: Management, Procurement and Law, 172, 1, 25-33, 2018-09-03 [ economics &amp; finance/mathematical modelling/project management ]

Developing a PSO-Based Projection Algorithm for a Porosity Detection System Using X-Ray CT Images of Permeable Concrete IEEE Access, 6, 64406-64415, 2018-01-01 [ automation , Cluster analysis , computational intelligence , projection algorithm , PSO algorithm , X-ray computerized tomography (CT) ]

Exploring the links between task-level knowledge management and project success Journal of Testing and Evaluation, 46, 3, 2017-10-06 [ Knowledge management , Project characteristics , Project success , Task ]

SOM-Optimized Neurofuzzy Classifiers for Measuring Expatriation Willingness IEEE Intelligent Systems, 32, 5, 28-34, 2017-09-01 [ artificial intelligence , artificial neural network (ANN) , classifier , expatriation willingness , fuzzy , intelligent systems , optimization , SOM ]

Forecasting spatial dynamics of the housing market using Support Vector Machine International Journal of Strategic Property Management, 21, 3, 273-283, 2017-07-03 [ Hedonic appraisal method , Housing price forecasting , Spatial dynamics , Supporting vector machine ]

Improving Hedging Decisions for Financial Risks of Construction Material Suppliers Using Grey System Theory Journal of Management in Engineering - ASCE, 33, 4, 2017-07-01 [ Construction material suppliers , Derivatives , Grey system theory , Risk hedge ]

Managing Complex Engineering Interfaces of Urban Mass Rapid Transit Projects Journal of Construction Engineering and Management - ASCE, 143, 6, 2017-06-01 [ Construction management , Contract management , Interface management , Mass rapid transit , Project planning and design ]

Optimizing profit and logistics for precast concrete production Canadian Journal of Civil Engineering, 44, 6, 393-406, 2017-01-01 [ Logistic , Optimization , Precast construction , Productivity ]

A self organizing map optimization based image recognition and processing model for bridge crack inspection Automation in Construction, 73, 58-66, 2017-01-01 [ Bridge inspection , Image recognition , Self organizing map optimization ]

Process reengineering and improvement for building precast production Automation in Construction, 68, 249-258, 2016-08-01 [ Construction engineering , Precast process , Productivity , Reengineering , Simulation ]

開發整合可解釋性人工智慧與合成孔徑雷達影像探究分析混凝土結構物濕度之特質變化與預測
1150801~1160731

開發整合可解釋性人工智慧與合成孔徑雷達影像探究分析混凝土結構物濕度之特質變化與預測
1140801~1150731

適性虛擬啟發式融合分群優化整合AR與LiDAR探究大規模建築工程中BIM及數位孿生分析應用(II)
1140601~1150531

預鑄工廠構件生產系統再造與效能提升之研究
1040801~1050731
[precast process, reengineering, simulation, productivity, construction engineering ]

U-Net Enhanced Depth Sensing Detection on Earthwork Management
Journal of Infrastructure Systems, 31, 4, 2025-12-01
[ Computational intelligence,Earth resource storage site,Earthwork management,Object detection,Recognition,Unmanned aerial vehicle (UAV) ]

Enhancing Efficiency of Handling Illegal Constructions Using the SOMCM Algorithm: A Case Study in Taipei
Journal of Performance of Constructed Facilities, 39, 6, 2025-12-01
[ Big data,Illegal construction,Merge clustering,Self-organizing map (SOM),Urban management ]

ESTABLISHMENT OF HOUSING TRANSFER INSPECTION ITEMS USING SEM: EMPIRICAL STUDY IN TAIWAN
International Journal of Strategic Property Management, 29, 5, 398-408, 2025-10-16
[ house inspection,housing transfer,perceived value,Structural Equation Modeling (SEM) ]

QUOTATION IMPACT FACTORS FOR GENERAL CONTRACTORS: A VIEWPOINT FROM PRIVATE SECTORS IN TAIWAN
Journal of Civil Engineering and Management, 31, 7, 802-810, 2025-08-14
[ construction management,PCA,quotation factor,subcontractor,survey ]

Smart Tournament Scheduling Using a POX-Heuristic Genetic Algorithm
International Journal of Information Technology and Decision Making, 24, 6, 1613-1629, 2025-08-01
[ game scheduling,genetic algorithm,heuristic algorithm,precedence preserving order-based crossover,Tournament scheduling ]

Predicting and regulating potential zone for heavy metal re-contaminated farmland: Case study in Taiwan
Environmental Development, 54, 2025-06-01
[ Farmland,Heavy metal,Pollution potential zone,Prediction,Random forest (RF),Re-contamination ]

Exploring association rules overseeing subcontractor quotation behaviors: an empirical study in the construction industry of Taiwan
Canadian Journal of Civil Engineering, 52, 6, 1152-1160, 2025-06-01
[ association rule,construction project,procurement strategy,quotation behavior,subcontractor ]

EVALUATING COMPLEXITY OF CONSTRUCTION PRECAST COMPONENT: EMPIRICAL STUDY IN TAIWAN
Journal of Civil Engineering and Management, 31, 3, 266-280, 2025-03-12
[ clustering,complexity level,component production,construction precast,manpower allocation,Swarm-Inspired Projection ]

Enhancing regional defense: barrier placement optimization along coasts
Operations Management Research, 18, 1, 257-268, 2025-03-01
[ Barrier placement,Coastal defense,Optimal assignment schedule,Relaxation-fixation algorithm ]

EXPLORING BIM TECHNOLOGY DEVELOPMENT USING PATENT CITATION ANALYSIS: USA CASE STUDY
Journal of Civil Engineering and Management, 31, 2, 129-143, 2025-02-04
[ building information modeling,citation network,cluster analysis,main path analysis,patent analysis ]

Developing Rules for Rental Subsidy: An Empirical Housing Study in Taiwan
Journal of the Urban Planning and Development Division, ASCE, 150, 4, 2024-12-01
[ Fuzzy,Housing,Neural networks,Particle swarm optimization (PSO),Rental subsidy,Rules ]

Smart cost estimation: Empirical case for extra-high voltage transmission towers
Heliyon, 10, 10, 2024-05-30
[ Construction cost estimation,Energy,Extra-high voltage (EHV) transmission towers,Support vector regression (SVR) ]

Exploring preference ranking for town water supply in remote areas: Case study in Taiwan
Proceedings of the Institution of Civil Engineers: Engineering Sustainability, 178, 1, 56-66, 2024-04-18
[ AHP,cost,public policy,subsidy allocation,water supply ]

KNOWLEDGE DISSEMINATION TRAJECTORY OF BIM IN CONSTRUCTION ENGINEERING APPLICATIONS
Journal of Civil Engineering and Management, 30, 4, 343-353, 2024-04-15
[ building information modeling (BIM),citation network,main path analysis,trajectory analysis ]

Extended Reality (XR) Training in the Construction Industry: A Content Review
Buildings, 14, 2, 2024-02-01
[ augmented reality (VR),augmented virtual reality (AV),construction training,extended reality (XR),virtual reality (VR) ]

Scheming preventive maintenance assignments for mass rapid transit (MRT): Taoyuan Metro MRT system
Engineering Optimization, 56, 7, 1065-1080, 2024-01-01
[ heuristic algorithm,location selection,mathematical programming,MRT maintenance base,preventive maintenance assignment ]

Enhancing Detection of Falls and Bed-Falls Using a Depth Sensor and Convolutional Neural Network
IEEE Sensors Journal, 24, 14, 23150-23162, 2024-01-01
[ Convolutional neural network (CNN),depth sensor,elderly care,fall detection system,video surveillance ]

Housing Transfer Inspection: What Are the Priorities?
Buildings, 13, 10, 2023-10-01
[ AHP,expert survey,housing transfer inspection,priority ranking,property management ]

Smart bridge maintenance using cluster merging algorithm based on self-organizing map optimization
Automation in Construction, 152, 2023-08-01
[ Bridge maintenance,Clustering,Deterioration,Inspection,SOM ]

Manpower Allocation of Work Activities for Producing Precast Components: Empirical Study in Taiwan
Sustainability, 15, 9, 2023-05-01
[ construction management,K-Nearest Neighbor,manpower allocation,precast component,rough set ]

探索國內營造廠公司治理不當行為之研究
鋪面工程 Semiannual Periodical, 21, 1, 67-72, 2023-03-31
[ 上市櫃營造廠,公司治理,關聯規則,粗糙集理論,不當行為 ]

Applying Association Rule Mining to Explore Unsafe Behaviors in the Indonesian Construction Industry
Sustainability, 15, 6, 2023-03-01
[ association rules,construction safety,data mining,unsafe behavior ]

Predicting heavy metal recontamination in farmland
IET Conference Proceedings, 2023, 45, 44-45, 2023-01-01
[ farmland,heavy metal,pollution,prediction,random forest,Re-contamination ]

Predicting increments in heavy metal contamination in farmland soil
IET Conference Proceedings, 2023, 45, 46-47, 2023-01-01
[ Farmland pollution,heavy metal contamination,neural networks,prediction ]

Photovoltaic rooftop's contribution to improve building-level energy resilience during COVID-19 work-from-home arrangement
Energy for Sustainable Development, 68, 182-191, 2022-06-01
[ COVID-19,Energy resilience,Photovoltaic rooftop,Work-from-home ]

Rough-Set Based Association Rules toward Performance of High-Friction Road Markings
Journal of Transportation Engineering Part B: Pavements, 148, 2, 2022-06-01

Exploring Empirical Rules for Construction Accident Prevention Based on Unsafe Behaviors
Sustainability, 14, 7, 2022-04-01

Dove Swarm Optimization Algorithm
IEEE Access, 10, 46690-46696, 2022-01-01

Earthquake-induced unserviceable apartment rate and earthquake insurance in Taiwan
Georisk, 16, 4, 699-709, 2022-01-01
[ annual unserviceable apartment rate,Earthquake,insurance,Taiwan ]

The Influence of Mutual Assistance of Construction Workers with Different Personality Traits on Team Safety
Computational Intelligence and Neuroscience, 2022, 2022-01-01

Smart training: Mask R-CNN oriented approach
Expert Systems with Applications, 185, 2021-12-15

A NEW APPROACH FOR MODELING EARTHQUAKE MAGNITUDE PROBABILITY DISTRIBUTION
Journal of GeoEngineering, 16, 4, 145-154, 2021-12-01
[ Earthquake magnitude probability distribution,Optimization,Statistical tests ]

Dynamic Fall Risk Assessment Framework for Construction Workers Based on Dynamic Bayesian Network and Computer Vision
Journal of Construction Engineering and Management - ASCE, 147, 12, 2021-12-01
[ Computer vision,Dynamic Bayesian network (DBM),Dynamic risk assessment,Fall from height ]

Learn Curve for Precast Component Productivity in Construction
International Journal of Civil Engineering, 19, 10, 1179-1194, 2021-10-01
[ Construction industry,Exponential model,Learning curve,Precast components production ]

A Projection-Based Human Motion Recognition Algorithm Based on Depth Sensors
IEEE Sensors Journal, 21, 15, 16990-16996, 2021-08-01

Sustainable corporate governance: The impact factors for top consulting engineering companies in Taiwan
Sustainability, 13, 14, 2021-07-02
[ Construction management,Engineering consulting companies,Factor analysis,Structural equation modeling (SEM),Sustainable corporate governance ]

Towards people-centric smart city development: Investigating the citizens’ preferences and perceptions about smart-city services in Taiwan
Sustainable Cities and Society, 67, 2021-04-01
[ Citizens’ preference,City development,Human needs,People-centric,Smart-city services ]

IMPROVEMENT FOR ASPHALT MIXTURE PERFORMANCE USING PLASTIC BOTTLE WASTE
International Journal of GEOMATE, 20, 79, 139-146, 2021-03-01
[ Asphalt Concrete-Wearing Course,Asphalt mixture,Hot mix asphalt,Optimum Asphalt Content,Polyethylene Terephthalate ]

Transit-oriented development: Exploring citizen perceptions in a Booming City, Can Tho City, Vietnam
Sustainability, 13, 3, 1-14, 2021-02-01
[ Citizen perception,Structural equation modeling (SEM),Sustainable transportation,Transit-oriented development (TOD) ]

Smart Project Management: Interactive Platform Using Natural Language Processing Technology
Applied Sciences (Switzerland), 11, 4, 2021-02-01
[ construction contract,interactive concept,keyword detection,natural language processing,project management platform ]

Smart care using a dnn-based approach for activities of daily living (ADL) recognition
Applied Sciences (Switzerland), 11, 1, 1-12, 2021-01-01
[ Activities of daily living (ADL),Deep neural network (DNN),Image processing,Pattern recognition,Skeletal data processing ]

Smart Living: An Interactive Control System for Household Appliances
IEEE Access, 9, 14897-14904, 2021-01-01
[ hand gesture recognition,household appliance control,human computer interaction,Smart home ]

Swarm-inspired data-driven approach for housing market segmentation: a case study of Taipei city
Journal of Housing and the Built Environment, 2021-01-01
[ Artificial intelligence,Clustering approach,Data mining,Hedonic price model,Housing submarkets ]

Determining Worker Training Time for Precast Component Production in Construction: Empirical Study in Taiwan
Journal of Construction Engineering and Management - ASCE, 147, 1, 2021-01-01

Automatic manpower allocation for public construction projects using a rough set enhanced neural network
Canadian Journal of Civil Engineering, 48, 8, 1020-1025, 2021-01-01
[ Artificial neural network (ANN),Construction project,Manpower,Prediction,Rough set ]

Detecting corporate misconduct through random forest in China's construction industry
Journal of Cleaner Production, 268, 2020-09-20
[ Construction industry,Corporate misconduct,Machine learning,Random forest,Support vector machine,Variable importance ]

Renewable energy microgrids: Economic evaluation and decision making for government policies to contribute to affordable and clean energy
Applied Energy, 274, 2020-09-15
[ Affordable and clean energy,Energy economics,Government policies,Microgrid ]

Effects of Career Horizon and Corporate Governance in China's Construction Industry: Multilevel Study of Top Management Fraud
Journal of Management in Engineering - ASCE, 36, 5, 2020-09-01
[ Board monitoring,Career horizon,Hierarchical linear modeling,Ownership structure,Top management fraud ]

Corporate environmental performance prediction in China: An empirical study of energy service companies
Journal of Cleaner Production, 266, 2020-09-01
[ Corporate environmental performance,Energy service company (ESCO),Extreme gradient boosting (XGBoost) ]

Exploring the association rules of work activities for producing precast components
Automation in Construction, 111, 2020-03-01
[ Apriori algorithm , Association rule , Construction activity , Precast component ]

Life cycle assessment and energy payback time of a standalone hybrid renewable energy commercial microgrid: A case study of Town Island in Hong Kong
Applied Energy, 250, 760-775, 2019-09-15
[ Energy payback time , Life-cycle assessment , Microgrid ]

Automatic object-detection of school building elements in visual data: A gray-level histogram statistical feature-based method
Applied Sciences (Switzerland), 9, 18, 2019-09-01
[ Column and wall detection , Gray-level histogram , Imaging recognition , Structural information collection ]

Optimizing construction sequences for secant pile walls
Chimica Oggi, 37, 1, 12-15, 2019-01-01
[ Genetic algorithm (GA) , Optimization , Pile sequence ]

Development of a data-mining technique for regional-scale evaluation of building seismic vulnerability
Applied Sciences (Switzerland), 9, 7, 2019-01-01
[ Building seismic vulnerability , Data mining , Earthquake , Seismic risk , Support Vector Machine ]

Improving preliminary cost estimation in Indonesia using support vector regression
Proceedings of Institution of Civil Engineers: Management, Procurement and Law, 172, 1, 25-33, 2018-09-03
[ economics & finance/mathematical modelling/project management ]

Developing a PSO-Based Projection Algorithm for a Porosity Detection System Using X-Ray CT Images of Permeable Concrete
IEEE Access, 6, 64406-64415, 2018-01-01
[ automation , Cluster analysis , computational intelligence , projection algorithm , PSO algorithm , X-ray computerized tomography (CT) ]

Exploring the links between task-level knowledge management and project success
Journal of Testing and Evaluation, 46, 3, 2017-10-06
[ Knowledge management , Project characteristics , Project success , Task ]

SOM-Optimized Neurofuzzy Classifiers for Measuring Expatriation Willingness
IEEE Intelligent Systems, 32, 5, 28-34, 2017-09-01
[ artificial intelligence , artificial neural network (ANN) , classifier , expatriation willingness , fuzzy , intelligent systems , optimization , SOM ]

Forecasting spatial dynamics of the housing market using Support Vector Machine
International Journal of Strategic Property Management, 21, 3, 273-283, 2017-07-03
[ Hedonic appraisal method , Housing price forecasting , Spatial dynamics , Supporting vector machine ]

Improving Hedging Decisions for Financial Risks of Construction Material Suppliers Using Grey System Theory
Journal of Management in Engineering - ASCE, 33, 4, 2017-07-01
[ Construction material suppliers , Derivatives , Grey system theory , Risk hedge ]

Managing Complex Engineering Interfaces of Urban Mass Rapid Transit Projects
Journal of Construction Engineering and Management - ASCE, 143, 6, 2017-06-01
[ Construction management , Contract management , Interface management , Mass rapid transit , Project planning and design ]

Optimizing profit and logistics for precast concrete production
Canadian Journal of Civil Engineering, 44, 6, 393-406, 2017-01-01
[ Logistic , Optimization , Precast construction , Productivity ]

A self organizing map optimization based image recognition and processing model for bridge crack inspection
Automation in Construction, 73, 58-66, 2017-01-01
[ Bridge inspection , Image recognition , Self organizing map optimization ]

Process reengineering and improvement for building precast production
Automation in Construction, 68, 249-258, 2016-08-01
[ Construction engineering , Precast process , Productivity , Reengineering , Simulation ]

Validating a model for assessing the association among green innovation, project success and firm benefit
Quality and Quantity, 50, 2, 885-899, 2016-03-01
[ Firm benefit , Green innovation , New product development , Project success ]

Testing a framework for evaluating critical success factors of projects
Journal of Testing and Evaluation, 44, 1, 19-30, 2016-01-01
[ Analytical network process , Critical success factor , Electronic component distribution , Electronic component sales , Project , Project success ]

Legal risks incurred under the application of BIM in Taiwan
Proceedings of the Institution of Civil Engineers: Forensic Engineering, 168, 3, 127-133, 2015-08-01
[ Contracting , Disputes & arbitration ]

A framework for evaluating relationship among HRM practices, project success and organizational benefit
Quality and Quantity, 49, 3, 1039-1061, 2015-05-01
[ Human resource management , New product development , Organizational benefit , Project success ]

Determining and classifying factors of employees' expatriation willingness using rough set theory
Journal of Management in Engineering - ASCE, 30, 5, 2014-09-01
[ Engineering consulting , Expatriation willingness (EW) , Rough set ]

Quantifying impact factors of sustainable road planning in Taiwan
International Journal of Pavement Research and Technology, 7, 1, 18-24, 2014-01-01
[ Construction management , Factor analysis , Survey , Sustainable road planning ]

Testing a model for evaluating influence of PM practices on ETO manufacturing performance
Journal of Testing and Evaluation, 42, 5, 2014-01-01
[ Performance , Project characteristics , Project management practices , Project manufacturing ]

Prediction rules of the employees' expatriation willingness for engineering consulting companies
Journal of Marine Science and Technology, 22, 2, 116-124, 2014-01-01
[ Decision tree , Expatriation willingness , Prediction rule , Rough set ]

A comprehensive framework for evaluating key project requirements
Journal of Civil Engineering and Management, 19, SUPPL.1, 2013-12-19
[ ANP , project performance , project requirements , requirements definition , SEM. ]

Human resource allocation model in pavement engineering
International Journal of Pavement Research and Technology, 6, 5, 643-650, 2013-09-17
[ Allocation , ANN , Project human resources , Rough sets ]

Requirements definition and management practice to improve project outcomes
Journal of Civil Engineering and Management, 18, 1, 114-124, 2012-07-02
[ Project characteristics , Project performance , Project requirements , Requirements definition and management ]

Contractor costs of factoring account receivables for a construction project
Journal of Civil Engineering and Management, 18, 2, 227-234, 2012-07-02
[ Accounts receivable , Construction project , Cost , Factoring , Financing ]