Development of artificial neural network for condition assessment of bridges based on hybrid decision making method – Feasibility study

Diagnosis of the microstructural and mechanical properties of over century-old steel railway bridge components

(2020) Maciej Kowal et al.   ENGINEERING FAILURE ANALYSIS

Supporting Better Practice Benchmarking: A DEA-ANN Approach to Bank Branch Performance Assessment

(2020) Ioannis E. Tsolas et al.   EXPERT SYSTEMS WITH APPLICATIONS

Performance Degradation Model for Concrete Deck of Bridge Using Pseudo-LSTM

(2020) Youngjin Choi et al.   Sustainability

Bridge maintenance prioritization using analytic hierarchy process and fusion tables

(2019) Cristian Contreras-Nieto et al.   AUTOMATION IN CONSTRUCTION

An expert fuzzy system for management of railroad bridges in use

(2019) Dariusz Fabianowski et al.   AUTOMATION IN CONSTRUCTION

Damage detection and quantification in deck type arch bridges using vibration based methods and artificial neural networks

(2019) N. Jayasundara et al.   ENGINEERING FAILURE ANALYSIS

An efficient artificial neural network for damage detection in bridges and beam-like structures by improving training parameters using cuckoo search algorithm

(2019) H. Tran-Ngoc et al.   ENGINEERING STRUCTURES

A hybrid ANN-based imperial competitive algorithm methodology for structural damage identification of slab-on-girder bridge using data mining

(2019) Meisam Gordan et al.   APPLIED SOFT COMPUTING

A New Buckling-Restrained Brace with a Variable Cross-Section Core

(2019) Liang Li et al.   Advances in Civil Engineering

Research on Optimization of Big Data Construction Engineering Quality Management Based on RNN-LSTM

(2018) Daopeng Wang et al.   COMPLEXITY

Remaining fatigue life assessment of in-service road bridge decks based upon artificial neural networks

(2018) Eissa Fathalla et al.   ENGINEERING STRUCTURES

Approaches to the rapid seismic damage prediction of r/c buildings using artificial neural networks

(2018) Konstantinos Morfidis et al.   ENGINEERING STRUCTURES

Convolutional neural networks for automated damage recognition and damage type identification

(2018) Ceena Modarres et al.   Structural Control & Health Monitoring

Design and field implementation of an impact detection system using committees of neural networks

(2018) Jase D. Sitton et al.   EXPERT SYSTEMS WITH APPLICATIONS

Detecting damage in steel beams using modal strain energy based damage index and Artificial Neural Network

(2017) Z.X. Tan et al.   ENGINEERING FAILURE ANALYSIS

An integrated decision support system based on ANN and Fuzzy_AHP for heart failure risk prediction

(2017) Oluwarotimi Williams Samuel et al.   EXPERT SYSTEMS WITH APPLICATIONS

Comparison of stochastic prediction models based on visual inspections of bridge decks

(2017) Ivan ZAMBON et al.   Journal of Civil Engineering and Management

Life cycle analysis of steel railway bridges

(2017) D. Peng et al.   THEORETICAL AND APPLIED FRACTURE MECHANICS

A hybrid intelligent fuzzy predictive model with simulation for supplier evaluation and selection

(2016) Madjid Tavana et al.   EXPERT SYSTEMS WITH APPLICATIONS

Efficient methodology for the probabilistic safety assessment of high-speed railway bridges

(2015) J.M. Rocha et al.   ENGINEERING STRUCTURES

Load-deflection analysis prediction of CFRP strengthened RC slab using RNN

(2015) S.V. Razavi et al.   Advances in Concrete Construction

Reliability updating and prediction of bridge structures based on proof loads and monitored data

(2014) Liu Yuefei et al.   CONSTRUCTION AND BUILDING MATERIALS

Fall risk assessment of cantilever bridge projects using Bayesian network

(2014) Tung-Tsan Chen et al.   SAFETY SCIENCE

Bridge condition modelling and prediction using dynamic Bayesian belief networks

(2014) M. Imran Rafiq et al.   Structure and Infrastructure Engineering

The application of a damage detection method using Artificial Neural Network and train-induced vibrations on a simplified railway bridge model

(2013) Jiangpeng Shu et al.   ENGINEERING STRUCTURES

Development of hybrid optimisation method for Artificial Intelligence based bridge deterioration model — Feasibility study

(2012) Daniel Callow et al.   AUTOMATION IN CONSTRUCTION

Structural Analysis with Fuzzy Data and Neural Network Based Material Description

(2012) W. Graf et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A random field based technique for the efficiency enhancement of bridge network life-cycle analysis under uncertainty

(2011) Paolo Bocchini et al.   ENGINEERING STRUCTURES

Beyond Travel & Tourism competitiveness ranking using DEA, GST, ANN and Borda count

(2011) Wei-Wen Wu   EXPERT SYSTEMS WITH APPLICATIONS

Safety requirements and probabilistic models of resistance in the assessment of existing railway bridges

(2011) Joan Ramon Casas et al.   Structure and Infrastructure Engineering

Artificial Neural Network Model of Bridge Deterioration

(2010) Ying-Hua Huang   JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES

An integrated system for bridge management using probabilistic and mechanistic deterioration models: Application to bridge decks

(2010) G. Morcous et al.   KSCE Journal of Civil Engineering

Fuzzy concrete bridge deck condition rating method for practical bridge management system

(2009) Amir Tarighat et al.   EXPERT SYSTEMS WITH APPLICATIONS

Life-cycle performance model based on homogeneous Markov processes

(2009) Goran Puz et al.   Structure and Infrastructure Engineering

Improving the reliability of a Bridge Management System (BMS) using an ANN-based Backward Prediction Model (BPM)

(2008) Jaeho Lee et al.   AUTOMATION IN CONSTRUCTION

Neural-network-based damage classification of bridge infrastructure using texture analysis

(2008) Shahid Kabir et al.   CANADIAN JOURNAL OF CIVIL ENGINEERING

An integrated AHP–DEA methodology for bridge risk assessment

(2007) Ying-Ming Wang et al.   COMPUTERS & INDUSTRIAL ENGINEERING

Condition evaluation of existing reinforced concrete bridges using fuzzy based analytic hierarchy approach

(2007) Saptarshi Sasmal et al.   EXPERT SYSTEMS WITH APPLICATIONS

Damage detection of truss bridge joints using Artificial Neural Networks

(2007) M. Mehrjoo et al.   EXPERT SYSTEMS WITH APPLICATIONS