Roles of artificial intelligence in construction engineering and management: A critical review and future trends
Published 2020 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Roles of artificial intelligence in construction engineering and management: A critical review and future trends
Authors
Keywords
Artificial intelligence, Construction engineering and management, Critical review
Journal
AUTOMATION IN CONSTRUCTION
Volume 122, Issue -, Pages 103517
Publisher
Elsevier BV
Online
2020-12-18
DOI
10.1016/j.autcon.2020.103517
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- 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
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now