A machine learning approach based on multifractal features for crack assessment of reinforced concrete shells

Pruning deep convolutional neural networks for efficient edge computing in condition assessment of infrastructures

(2019) Rih‐Teng Wu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Fractal and Multifractal Analysis of Crack Patterns in Prestressed Concrete Girders

(2019) Arvin Ebrahimkhanlou et al.   Journal of Bridge Engineering

Vision-Based Fatigue Crack Detection of Steel Structures Using Video Feature Tracking

(2018) Xiangxiong Kong et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

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

(2018) Eissa Fathalla et al.   ENGINEERING STRUCTURES

Structural Load Estimation Using Machine Vision and Surface Crack Patterns for Shear-Critical RC Beams and Slabs

(2018) Rouzbeh Davoudi et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Automatic Pixel-Level Crack Detection and Measurement Using Fully Convolutional Network

(2018) Xincong Yang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Foreground–background separation technique for crack detection

(2018) Fereshteh Nayyeri et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Identification framework for cracks on a steel structure surface by a restricted Boltzmann machines algorithm based on consumer-grade camera images

(2017) Yang Xu et al.   Structural Control & Health Monitoring

Shear Response under Reversed Cyclic Loading

(2016) David M. Ruggiero et al.   ACI STRUCTURAL JOURNAL

Automated Crack Detection on Concrete Bridges

(2016) Prateek Prasanna et al.   IEEE Transactions on Automation Science and Engineering

Deep learning

(2016) Nicole Rusk   NATURE METHODS

Multifractal analysis of crack patterns in reinforced concrete shear walls

(2016) Arvin Ebrahimkhanlou et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Finite element reliability and sensitivity analysis of structures using the multiplicative dimensional reduction method

(2016) Georgios P. Balomenos et al.   Structure and Infrastructure Engineering

Vision-Based Automated Crack Detection for Bridge Inspection

(2015) Chul Min Yeum et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Three-Dimensional Surface Parameters and Multi-Fractal Spectrum of Corroded Steel

(2015) Xu Shanhua et al.   PLoS One

scikit-image: image processing in Python

(2014) Stéfan van der Walt et al.   PeerJ

A Pavement Crack Detection Method Combining 2D with 3D Information Based on Dempster-Shafer Theory

(2013) Jianping Huang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Damage Assessment of Reinforced Concrete Structures Using Fractal Analysis of Residual Crack Patterns

(2013) A. Farhidzadeh et al.   EXPERIMENTAL MECHANICS

Sample size planning for classification models

(2012) Claudia Beleites et al.   ANALYTICA CHIMICA ACTA

A few useful things to know about machine learning

(2012) Pedro Domingos   COMMUNICATIONS OF THE ACM

Comparing Monofractal and Multifractal Analysis of Corrosion Damage Evolution in Reinforcing Bars

(2012) Yidong Xu et al.   PLoS One

Fractal Dimension-Based Damage Detection Method for Beams with a Uniform Cross-Section

(2011) Hui Li et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Concrete Crack Detection by Multiple Sequential Image Filtering

(2011) Takafumi Nishikawa et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Beamlet Transform-Based Technique for Pavement Crack Detection and Classification

(2010) L. Ying et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Ensemble-based classifiers

(2009) Lior Rokach   ARTIFICIAL INTELLIGENCE REVIEW

A note on fractal dimensions of biomedical waveforms

(2009) B.S. Raghavendra et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Fractal and multifractal analysis: A review

(2009) R. Lopes et al.   MEDICAL IMAGE ANALYSIS

Power-Law Distributions in Empirical Data

(2009) Aaron Clauset et al.   SIAM REVIEW

Probability-Based Seismic Assessment of Buildings, Considering Post-Earthquake Safety

(2008) Joe Maffei et al.   EARTHQUAKE SPECTRA