Roles of artificial intelligence in construction engineering and management: A critical review and future trends
出版年份 2020 全文链接
标题
Roles of artificial intelligence in construction engineering and management: A critical review and future trends
作者
关键词
Artificial intelligence, Construction engineering and management, Critical review
出版物
AUTOMATION IN CONSTRUCTION
Volume 122, Issue -, Pages 103517
出版商
Elsevier BV
发表日期
2020-12-18
DOI
10.1016/j.autcon.2020.103517
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注意：仅列出部分参考文献，下载原文获取全部文献信息。- Multi-classifier information fusion in risk analysis
- (2020) Yue Pan et al. Information Fusion
- BIM log mining: Learning and predicting design commands
- (2020) Yue Pan et al. AUTOMATION IN CONSTRUCTION
- IFC-based process mining for design authoring
- (2020) Sobhan Kouhestani et al. AUTOMATION IN CONSTRUCTION
- Deep learning for site safety: Real-time detection of personal protective equipment
- (2020) Nipun D. Nath et al. AUTOMATION IN CONSTRUCTION
- Automated staff assignment for building maintenance using natural language processing
- (2020) Yunjeong Mo et al. AUTOMATION IN CONSTRUCTION
- Data-driven predictive maintenance planning framework for MEP components based on BIM and IoT using machine learning algorithms
- (2020) Jack C.P. Cheng et al. AUTOMATION IN CONSTRUCTION
- Artificial intelligence in the AEC industry: Scientometric analysis and visualization of research activities
- (2020) Amos Darko et al. AUTOMATION IN CONSTRUCTION
- Clustering of designers based on building information modeling event logs
- (2020) Yue Pan et al. COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
- Structural sensing with deep learning: Strain estimation from acceleration data for fatigue assessment
- (2020) Nur Sila Gulgec et al. COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
- Deep reinforcement learning for long‐term pavement maintenance planning
- (2020) Linyi Yao et al. COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
- Developing a Digital Twin at Building and City Levels: Case Study of West Cambridge Campus
- (2020) Qiuchen Lu et al. JOURNAL OF MANAGEMENT IN ENGINEERING
- Combination of damage feature decisions with adaptive boosting for improving the detection performance of a structural health monitoring framework: Validation on an operating wind turbine
- (2020) Stavroula Tsiapoki et al. STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
- Understanding and visualizing schedule deviations in construction projects using fault tree analysis
- (2020) Pei-Yuan Hsu et al. Engineering Construction and Architectural Management
- Linking project complexity to project success: a hybrid SEM–FCM method
- (2020) Lan Luo et al. Engineering Construction and Architectural Management
- Data-driven estimation of building energy consumption with multi-source heterogeneous data
- (2020) Yue Pan et al. APPLIED ENERGY
- XGBoost algorithm-based prediction of concrete electrical resistivity for structural health monitoring
- (2020) Wei Dong et al. AUTOMATION IN CONSTRUCTION
- Towards a semantic Construction Digital Twin: Directions for future research
- (2020) Calin Boje et al. AUTOMATION IN CONSTRUCTION
- Fuzzy Logic and Fuzzy Hybrid Techniques for Construction Engineering and Management
- (2020) Aminah Robinson Fayek JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Hazard analysis: A deep learning and text mining framework for accident prevention
- (2020) Botao Zhong et al. ADVANCED ENGINEERING INFORMATICS
- Text mining-based construction site accident classification using hybrid supervised machine learning
- (2020) Min-Yuan Cheng et al. AUTOMATION IN CONSTRUCTION
- Cross-scale generative adversarial network for crowd density estimation from images
- (2020) Gaowei Zhang et al. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- Automatic pixel-level multiple damage detection of concrete structure using fully convolutional network
- (2019) Shengyuan Li et al. COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
- Advances in Computer Vision-Based Civil Infrastructure Inspection and Monitoring
- (2019) Billie F. Spencer et al. Engineering
- Modeling risks in dependent systems: A Copula-Bayesian approach
- (2019) Yue Pan et al. RELIABILITY ENGINEERING & SYSTEM SAFETY
- APPLICATION OF FUZZY FAULT TREE ANALYSIS TO IDENTIFY FACTORS INFLUENCING CONSTRUCTION LABOR PRODUCTIVITY: A HIGH-RISE BUILDING CASE STUDY
- (2019) Shahab Shoar et al. Journal of Civil Engineering and Management
- Optimization of reinforcement layout of scissor-type bridge using differential evolution algorithm
- (2019) Yuki Chikahiro et al. COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
- Applications of 3D point cloud data in the construction industry: A fifteen-year review from 2004 to 2018
- (2019) Qian Wang et al. ADVANCED ENGINEERING INFORMATICS
- Vector field-based support vector regression for building energy consumption prediction
- (2019) Hai Zhong et al. APPLIED ENERGY
- A review of building information modeling (BIM) and the internet of things (IoT) devices integration: Present status and future trends
- (2019) Shu Tang et al. AUTOMATION IN CONSTRUCTION
- Damage detection in a novel deep-learning framework: a robust method for feature extraction
- (2019) Tian Guo et al. STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
- A unified convolutional neural network integrated with conditional random field for pipe defect segmentation
- (2019) Mingzhu Wang et al. COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
- Probability and interval hybrid reliability analysis based on adaptive local approximation of projection outlines using support vector machine
- (2019) Jinhao Zhang et al. COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
- Deep leaf‐bootstrapping generative adversarial network for structural image data augmentation
- (2019) Yuqing Gao et al. COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
- A novel deep reinforcement learning based methodology for short-term HVAC system energy consumption prediction
- (2019) Tao Liu et al. INTERNATIONAL JOURNAL OF REFRIGERATION-REVUE INTERNATIONALE DU FROID
- Comparative analysis of machine learning and point-based algorithms for detecting 3D changes in buildings over time using bi-temporal lidar data
- (2019) Sara Shirowzhan et al. AUTOMATION IN CONSTRUCTION
- Automatic checks from 3D point cloud data for safety regulation compliance for scaffold work platforms
- (2019) Qian Wang AUTOMATION IN CONSTRUCTION
- Concrete crack detection with handwriting script interferences using faster region‐based convolutional neural network
- (2019) Jianghua Deng et al. COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
- Predicting residential energy consumption using CNN-LSTM neural networks
- (2019) Tae-Young Kim et al. ENERGY
- Model-free reinforcement learning with model-based safe exploration: Optimizing adaptive recovery process of infrastructure systems
- (2019) Milad Memarzadeh et al. STRUCTURAL SAFETY
- Integrated data-driven approach for analyzing pipe welding operator-quality performance
- (2019) Wenying Ji et al. AUTOMATION IN CONSTRUCTION
- A scientometric analysis and critical review of computer vision applications for construction
- (2019) Pablo Martinez et al. AUTOMATION IN CONSTRUCTION
- Concrete bridge surface damage detection using a single‐stage detector
- (2019) Chaobo Zhang et al. COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
- Process mining techniques and applications – A systematic mapping study
- (2019) Cleiton dos Santos Garcia et al. EXPERT SYSTEMS WITH APPLICATIONS
- Demand Response for Home Energy Management Using Reinforcement Learning and Artificial Neural Network
- (2019) Renzhi Lu et al. IEEE Transactions on Smart Grid
- Computer vision for behaviour-based safety in construction: A review and future directions
- (2019) Weili Fang et al. ADVANCED ENGINEERING INFORMATICS
- Effects of local conditions on the multi-variable and multi-objective energy optimization of residential buildings using genetic algorithms
- (2019) Ferdinando Salata et al. APPLIED ENERGY
- BIM log mining: Exploring design productivity characteristics
- (2019) Yue Pan et al. AUTOMATION IN CONSTRUCTION
- Automated excavators activity recognition and productivity analysis from construction site surveillance videos
- (2019) Chen Chen et al. AUTOMATION IN CONSTRUCTION
- Study on deep reinforcement learning techniques for building energy consumption forecasting
- (2019) Tao Liu et al. ENERGY AND BUILDINGS
- Risk Assessment Using a New Consulting Process in Fuzzy AHP
- (2019) Hai-Min Lyu et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Cognition Digital Twins for Personalized Information Systems of Smart Cities: Proof of Concept
- (2019) Jing Du et al. JOURNAL OF MANAGEMENT IN ENGINEERING
- Optimal policy for structure maintenance: A deep reinforcement learning framework
- (2019) Shiyin Wei et al. STRUCTURAL SAFETY
- Improved Fuzzy Bayesian Network-Based Risk Analysis With Interval-Valued Fuzzy Sets and D–S Evidence Theory
- (2019) Yue Pan et al. IEEE TRANSACTIONS ON FUZZY SYSTEMS
- Automated detection of workers and heavy equipment on construction sites: A convolutional neural network approach
- (2018) Weili Fang et al. ADVANCED ENGINEERING INFORMATICS
- BIM-based integrated delivery technologies for intelligent MEP management in the operation and maintenance phase
- (2018) Zhen-Zhong Hu et al. ADVANCES IN ENGINEERING SOFTWARE
- Critical evaluation of off-site construction research: A Scientometric analysis
- (2018) M. Reza Hosseini et al. AUTOMATION IN CONSTRUCTION
- An IoT-based autonomous system for workers' safety in construction sites with real-time alarming, monitoring, and positioning strategies
- (2018) Riad Kanan et al. AUTOMATION IN CONSTRUCTION
- Simulating the dynamics of social agents and information flows in BIM-based design
- (2018) Malak Al Hattab et al. AUTOMATION IN CONSTRUCTION
- BIM log mining: Discovering social networks
- (2018) Limao Zhang et al. AUTOMATION IN CONSTRUCTION
- A critical review of virtual and augmented reality (VR/AR) applications in construction safety
- (2018) Xiao Li et al. AUTOMATION IN CONSTRUCTION
- Falls from heights: A computer vision-based approach for safety harness detection
- (2018) Weili Fang et al. AUTOMATION IN CONSTRUCTION
- Integrating IoT into operational workflows for real-time and automated decision-making in repetitive construction operations
- (2018) Joseph Louis et al. AUTOMATION IN CONSTRUCTION
- A deep hybrid learning model to detect unsafe behavior: Integrating convolution neural networks and long short-term memory
- (2018) Lieyun Ding et al. AUTOMATION IN CONSTRUCTION
- Automatic recognition of asphalt pavement cracks using metaheuristic optimized edge detection algorithms and convolution neural network
- (2018) Hoang Nhat-Duc et al. AUTOMATION IN CONSTRUCTION
- A Fast Detection Method via Region-Based Fully Convolutional Neural Networks for Shield Tunnel Lining Defects
- (2018) Yadong Xue et al. COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
- Gradient boosting machine for modeling the energy consumption of commercial buildings
- (2018) Samir Touzani et al. ENERGY AND BUILDINGS
- Random Forest based hourly building energy prediction
- (2018) Zeyu Wang et al. ENERGY AND BUILDINGS
- A novel ensemble learning approach to support building energy use prediction
- (2018) Zeyu Wang et al. ENERGY AND BUILDINGS
- Emerging artificial intelligence methods in structural engineering
- (2018) Hadi Salehi et al. ENGINEERING STRUCTURES
- Correlation of cascade failures and centrality measures in complex networks
- (2018) Ryan Ghanbari et al. Future Generation Computer Systems-The International Journal of eScience
- NB-CNN: Deep Learning-Based Crack Detection Using Convolutional Neural Network and Naïve Bayes Data Fusion
- (2018) Fu-Chen Chen et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Analyzing collaborative relationships among industrialized construction technology innovation organizations: A combined SNA and SEM approach
- (2018) Xiaolong Xue et al. JOURNAL OF CLEANER PRODUCTION
- Spatiotemporal Network-Based Model for Dynamic Risk Analysis on Struck-by-Equipment Hazard
- (2018) Jun Wang et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- BIM Log Mining: Measuring Design Productivity
- (2018) Limao Zhang et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- Fuzzy Cognitive Map Approach to Analyze Causes of Change Orders in Construction Projects
- (2018) Mostafa Khanzadi et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Data fusion of multi-scale representations for structural damage detection
- (2018) Tian Guo et al. MECHANICAL SYSTEMS AND SIGNAL PROCESSING
- A review of data-driven building energy consumption prediction studies
- (2018) Kadir Amasyali et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Accident types and barrier failures in the construction industry
- (2018) Stig Winge et al. SAFETY SCIENCE
- Perceiving interactions and dynamics of safety leadership in construction projects
- (2018) Limao Zhang et al. SAFETY SCIENCE
- Safety risk factors of metro tunnel construction in China: An integrated study with EFA and SEM
- (2018) Wen Liu et al. SAFETY SCIENCE
- Dynamic Model Updating for Bridge Structures Using the Kriging Model and PSO Algorithm Ensemble with Higher Vibration Modes
- (2018) Shiqiang Qin et al. SENSORS
- Statistical model optimized random forest regression model for concrete dam deformation monitoring
- (2018) Bo Dai et al. Structural Control & Health Monitoring
- A Critical Review of the Use of Virtual Reality in Construction Engineering Education and Training
- (2018) Peng Wang et al. International Journal of Environmental Research and Public Health
- On-line Building Energy Optimization using Deep Reinforcement Learning
- (2018) Elena Mocanu et al. IEEE Transactions on Smart Grid
- Fuzzy Cognitive Map Approach to Analyze Causes of Change Orders in Construction Projects
- (2018) Mostafa Khanzadi et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Digital Twin and Big Data Towards Smart Manufacturing and Industry 4.0: 360 Degree Comparison
- (2018) Qinglin Qi et al. IEEE Access
- Automatic segmentation of 3D point clouds of rubble masonry walls, and its application to building surveying, repair and maintenance
- (2018) Enrique Valero et al. AUTOMATION IN CONSTRUCTION
- Towards efficient and objective work sampling: Recognizing workers' activities in site surveillance videos with two-stream convolutional networks
- (2018) Xiaochun Luo et al. AUTOMATION IN CONSTRUCTION
- Optimization modeling of multi-skilled resources in prefabrication: Theorizing cost analysis of process integration in off-site construction
- (2018) Mehrdad Arashpour et al. AUTOMATION IN CONSTRUCTION
- Automated detection of sewer pipe defects in closed-circuit television images using deep learning techniques
- (2018) Jack C.P. Cheng et al. AUTOMATION IN CONSTRUCTION
- Reinforcement Learning Based Energy Management Algorithm for Smart Energy Buildings
- (2018) Sunyong Kim et al. Energies
- Construction Site Layout Planning Problem Using Metaheuristic Algorithms: A Comparative Study
- (2018) Ali Kaveh et al. Iranian Journal of Science and Technology-Transactions of Civil Engineering
- CA-FCM: Towards a formal representation of expert’s causal judgements over construction project changes
- (2018) Mehrzad Shahinmoghaddam et al. ADVANCED ENGINEERING INFORMATICS
- Deep neural network with high-order neuron for the prediction of foamed concrete strength
- (2018) Tuan Nguyen et al. COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
- Recurrent neural network model with Bayesian training and mutual information for response prediction of large buildings
- (2018) Carlos A. Perez-Ramirez et al. ENGINEERING STRUCTURES
- Support vector regression based metamodeling for structural reliability analysis
- (2018) Atin Roy et al. PROBABILISTIC ENGINEERING MECHANICS
- Clash Relevance Prediction Based on Machine Learning
- (2018) Yuqing Hu et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- Metal 3D printing in construction: A review of methods, research, applications, opportunities and challenges
- (2018) C. Buchanan et al. ENGINEERING STRUCTURES
- Construction site accident analysis using text mining and natural language processing techniques
- (2018) Fan Zhang et al. AUTOMATION IN CONSTRUCTION
- Remote proximity monitoring between mobile construction resources using camera-mounted UAVs
- (2018) Daeho Kim et al. AUTOMATION IN CONSTRUCTION
- Autonomous concrete crack detection using deep fully convolutional neural network
- (2018) Cao Vu Dung et al. AUTOMATION IN CONSTRUCTION
- Detection of construction workers under varying poses and changing background in image sequences via very deep residual networks
- (2018) Hyojoo Son et al. AUTOMATION IN CONSTRUCTION
- Time-cost tradeoff analysis with minimized project financing cost
- (2018) S.M. Reza Alavipour et al. AUTOMATION IN CONSTRUCTION
- Building Energy Consumption Prediction: An Extreme Deep Learning Approach
- (2017) Chengdong Li et al. Energies
- An ensemble learning framework for anomaly detection in building energy consumption
- (2017) Daniel B. Araya et al. ENERGY AND BUILDINGS
- Multi-objective seismic design optimization of steel frames by a chaotic meta-heuristic algorithm
- (2017) Saeed Gholizadeh et al. ENGINEERING WITH COMPUTERS
- APPLICATION OF FUZZY AHP FOR RANKING AND SELECTION OF ALTERNATIVES IN CONSTRUCTION PROJECT MANAGEMENT
- (2017) Natasa PRASCEVIC et al. Journal of Civil Engineering and Management
- Generic Scheduling Optimization Model for Multiple Construction Projects
- (2017) Mohammed S. El-Abbasy et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- Investigating the Relationship between Project Complexity and Success in Complex Construction Projects
- (2017) Lan Luo et al. JOURNAL OF MANAGEMENT IN ENGINEERING
- An improved Dempster–Shafer approach to construction safety risk perception
- (2017) Limao Zhang et al. KNOWLEDGE-BASED SYSTEMS
- A review of risk management through BIM and BIM-related technologies
- (2017) Yang Zou et al. SAFETY SCIENCE
- Structural equation model of integrated safety intervention practices affecting the safety behaviour of workers in the construction industry
- (2017) Mohammad Mazlina Zaira et al. SAFETY SCIENCE
- Evaluation of deep learning approaches based on convolutional neural networks for corrosion detection
- (2017) Deegan J Atha et al. STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
- Comparison of random forest, artificial neural networks and support vector machine for intelligent diagnosis of rotating machinery
- (2017) Te Han et al. TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL
- Fuzzy comprehensive Bayesian network-based safety risk assessment for metro construction projects
- (2017) Z.Z. Wang et al. TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY
- Feasibility of Random-Forest Approach for Prediction of Ground Settlements Induced by the Construction of a Shield-Driven Tunnel
- (2017) Jian Zhou et al. International Journal of Geomechanics
- Trend Analysis of Construction Industrial Accidents in Korea from 2011 to 2015
- (2017) Byung Jo et al. Sustainability
- Big Data in the construction industry: A review of present status, opportunities, and future trends
- (2016) Muhammad Bilal et al. ADVANCED ENGINEERING INFORMATICS
- Multi-objective optimization of the building energy performance: A simulation-based approach by means of particle swarm optimization (PSO)
- (2016) N. Delgarm et al. APPLIED ENERGY
- Layout optimization of construction site facilities with dynamic freeform geometric representations
- (2016) Ibrahim Abotaleb et al. AUTOMATION IN CONSTRUCTION
- Automated content analysis for construction safety: A natural language processing system to extract precursors and outcomes from unstructured injury reports
- (2016) Antoine J.-P. Tixier et al. AUTOMATION IN CONSTRUCTION
- Objective-driven and Pareto Front analysis: Optimizing time, cost, and job-site movements
- (2016) Vahid Faghihi et al. AUTOMATION IN CONSTRUCTION
- Off-site construction optimization: Sequencing multiple job classes with time constraints
- (2016) Mehrdad Arashpour et al. AUTOMATION IN CONSTRUCTION
- Additive construction: State-of-the-art, challenges and opportunities
- (2016) Nathalie Labonnote et al. AUTOMATION IN CONSTRUCTION
- A multi-objective co-evolutionary algorithm for energy-efficient scheduling on a green data center
- (2016) Hongtao Lei et al. COMPUTERS & OPERATIONS RESEARCH
- Prediction of residential building energy consumption: A neural network approach
- (2016) M.A. Rafe Biswas et al. ENERGY
- Simplified dynamic neural network model to predict heating load of a building using Taguchi method
- (2016) S. Sholahudin et al. ENERGY
- Multi-objective optimization of building energy performance and indoor thermal comfort: A new method using artificial bee colony (ABC)
- (2016) Navid Delgarm et al. ENERGY AND BUILDINGS
- Artificial neural network model for forecasting sub-hourly electricity usage in commercial buildings
- (2016) Young Tae Chae et al. ENERGY AND BUILDINGS
- A Bayesian network framework for project cost, benefit and risk analysis with an agricultural development case study
- (2016) Barbaros Yet et al. EXPERT SYSTEMS WITH APPLICATIONS
- Structural optimization of hollow-section steel trusses by differential evolution algorithm
- (2016) Alessandra Fiore et al. International Journal of Steel Structures
- Ontology-Based Multilabel Text Classification of Construction Regulatory Documents
- (2016) Peng Zhou et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- Semantic NLP-Based Information Extraction from Construction Regulatory Documents for Automated Compliance Checking
- (2016) Jiansong Zhang et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- Optimal Truss Sizing Using an Adaptive Differential Evolution Algorithm
- (2016) Sujin Bureerat et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- Multicriteria Selection of the Building Material Supplier Using AHP and Fuzzy AHP
- (2016) Edyta Plebankiewicz et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Multiobjective Construction Schedule Optimization Using Modified Niched Pareto Genetic Algorithm
- (2016) Kyungki Kim et al. JOURNAL OF MANAGEMENT IN ENGINEERING
- Structural Equation Modeling for Relationship-Based Determinants of Safety Performance in Construction Projects
- (2016) D. A. Patel et al. JOURNAL OF MANAGEMENT IN ENGINEERING
- Perceiving Interactions on Construction Safety Behaviors: Workers’ Perspective
- (2016) Limao Zhang et al. JOURNAL OF MANAGEMENT IN ENGINEERING
- Multicriteria Selection of the Building Material Supplier Using AHP and Fuzzy AHP
- (2016) Edyta Plebankiewicz et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Overall multiobjective optimization of construction projects scheduling using particle swarm
- (2016) Emad Elbeltagi et al. Engineering Construction and Architectural Management
- A review on computer vision based defect detection and condition assessment of concrete and asphalt civil infrastructure
- (2015) Christian Koch et al. ADVANCED ENGINEERING INFORMATICS
- Computer vision techniques for construction safety and health monitoring
- (2015) JoonOh Seo et al. ADVANCED ENGINEERING INFORMATICS
- Structural damage detection based on posteriori probability support vector machine and Dempster–Shafer evidence theory
- (2015) Qifeng Zhou et al. APPLIED SOFT COMPUTING
- A BIM-based automated site layout planning framework for congested construction sites
- (2015) Srinath S. Kumar et al. AUTOMATION IN CONSTRUCTION
- The future of construction automation: Technological disruption and the upcoming ubiquity of robotics
- (2015) Thomas Bock AUTOMATION IN CONSTRUCTION
- A critical review of structural equation modeling applications in construction research
- (2015) Bo Xiong et al. AUTOMATION IN CONSTRUCTION
- A BIM-based approach for automated tower crane layout planning
- (2015) Jun Wang et al. AUTOMATION IN CONSTRUCTION
- Building's electricity consumption prediction using optimized artificial neural networks and principal component analysis
- (2015) Kangji Li et al. ENERGY AND BUILDINGS
- Optimum design of frame structures using the Eagle Strategy with Differential Evolution
- (2015) Siamak Talatahari et al. ENGINEERING STRUCTURES
- A method for root cause analysis with a Bayesian belief network and fuzzy cognitive map
- (2015) Yit Yin Wee et al. EXPERT SYSTEMS WITH APPLICATIONS
- BIM-Based Construction Scheduling Method Using Optimization Theory for Reducing Activity Overlaps
- (2015) Hyounseok Moon et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- A dynamic Bayesian network based approach to safety decision support in tunnel construction
- (2015) Xianguo Wu et al. RELIABILITY ENGINEERING & SYSTEM SAFETY
- Towards a Fuzzy Bayesian Network Based Approach for Safety Risk Analysis of Tunnel-Induced Pipeline Damage
- (2015) Limao Zhang et al. RISK ANALYSIS
- Overview and analysis of safety management studies in the construction industry
- (2015) Zhipeng Zhou et al. SAFETY SCIENCE
- Risk analysis using fault-tree analysis (FTA) and analytic hierarchy process (AHP) applicable to shield TBM tunnels
- (2015) Ki-Chang Hyun et al. TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY
- Short-term load forecasting using a kernel-based support vector regression combination model
- (2014) JinXing Che et al. APPLIED ENERGY
- Construction projects selection and risk assessment by fuzzy AHP and fuzzy TOPSIS methodologies
- (2014) Osman Taylan et al. APPLIED SOFT COMPUTING
- Particle bee algorithm for tower crane layout with material quantity supply and demand optimization
- (2014) Li-Chuan Lien et al. AUTOMATION IN CONSTRUCTION
- Integrating Augmented Reality with Building Information Modeling: Onsite construction process controlling for liquefied natural gas industry
- (2014) Xiangyu Wang et al. AUTOMATION IN CONSTRUCTION
- Particle Swarm Optimization with Sequential Niche Technique for Dynamic Finite Element Model Updating
- (2014) Faisal Shabbir et al. COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
- A Multiwavelet Neural Network-Based Response Surface Method for Structural Reliability Analysis
- (2014) Hongzhe Dai et al. COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
- Neural network model ensembles for building-level electricity load forecasts
- (2014) Jorjeta G. Jetcheva et al. ENERGY AND BUILDINGS
- Multi-objective optimization for building retrofit: A model using genetic algorithm and artificial neural network and an application
- (2014) Ehsan Asadi et al. ENERGY AND BUILDINGS
- A prediction model based on neural networks for the energy consumption of a bioclimatic building
- (2014) R. Mena et al. ENERGY AND BUILDINGS
- Design of space trusses using modified teaching–learning based optimization
- (2014) C.V. Camp et al. ENGINEERING STRUCTURES
- Landfill site selection using fuzzy AHP and fuzzy TOPSIS: a case study for Istanbul
- (2014) Ahmet Beskese et al. Environmental Earth Sciences
- A review on applications of ANN and SVM for building electrical energy consumption forecasting
- (2014) A.S. Ahmad et al. RENEWABLE & SUSTAINABLE ENERGY REVIEWS
- Chaotic swarming of particles: A new method for size optimization of truss structures
- (2013) A. Kaveh et al. ADVANCES IN ENGINEERING SOFTWARE
- Hybrid PSO–SVM method for short-term load forecasting during periods with significant temperature variations in city of Burbank
- (2013) A. Selakov et al. APPLIED SOFT COMPUTING
- Intelligent Systems Research in the Construction Industry
- (2013) Zahir Irani et al. EXPERT SYSTEMS WITH APPLICATIONS
- Metaheuristics: review and application
- (2013) Anupriya Gogna et al. JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE
- A Review of Data Fusion Techniques
- (2013) Federico Castanedo TheScientificWorldJOURNAL
- A conceptual framework for integrating building information modeling with augmented reality
- (2012) Xiangyu Wang et al. AUTOMATION IN CONSTRUCTION
- Building Information Modeling (BIM) and Safety: Automatic Safety Checking of Construction Models and Schedules
- (2012) Sijie Zhang et al. AUTOMATION IN CONSTRUCTION
- Performance enhancement of multiobjective evolutionary optimisers for truss design using an approximate gradient
- (2012) Nantiwat Pholdee et al. COMPUTERS & STRUCTURES
- Predicting future hourly residential electrical consumption: A machine learning case study
- (2012) Richard E. Edwards et al. ENERGY AND BUILDINGS
- A multi-stage optimization method for cost-optimal and nearly-zero-energy building solutions in line with the EPBD-recast 2010
- (2012) Mohamed Hamdy et al. ENERGY AND BUILDINGS
- Toward Data-Driven Structural Health Monitoring: Application of Machine Learning and Signal Processing to Damage Detection
- (2012) Yujie Ying et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- Modeling of User Design Preferences in Multiobjective Optimization of Roof Trusses
- (2011) Breanna Bailey et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- Fuzzy AHP-Based Risk Assessment Methodology for PPP Projects
- (2011) Jie Li et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Assessing contractor selection criteria weights with fuzzy AHP method application in group decision environment
- (2010) Piotr Jaskowski et al. AUTOMATION IN CONSTRUCTION
- A decision-making system for construction site layout planning
- (2010) Xin Ning et al. AUTOMATION IN CONSTRUCTION
- Risk Management in the Construction Industry Using Combined Fuzzy FMEA and Fuzzy AHP
- (2010) Mohamed Abdelgawad et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- Hierarchical ensemble-based data fusion for structural health monitoring
- (2010) Xiukuan Zhao et al. Smart Materials and Structures
- Optimizing construction planning schedules by virtual prototyping enabled resource analysis
- (2009) Heng Li et al. AUTOMATION IN CONSTRUCTION
- Power load forecasting using support vector machine and ant colony optimization
- (2009) Dongxiao Niu et al. EXPERT SYSTEMS WITH APPLICATIONS
- Multisensor data fusion for fire detection
- (2009) E. Zervas et al. Information Fusion
- Spatial and Temporal Exposure to Safety Hazards in Construction
- (2009) R. Sacks et al. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT
- A two-stage method to identify structural damage sites and extents by using evidence theory and micro-search genetic algorithm
- (2008) H.Y. Guo et al. MECHANICAL SYSTEMS AND SIGNAL PROCESSING
- Artificial intelligence techniques for photovoltaic applications: A review
- (2008) Adel Mellit et al. PROGRESS IN ENERGY AND COMBUSTION SCIENCE
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