Applying Deep Learning to Continuous Bridge Deflection Detected by Fiber Optic Gyroscope for Damage Detection

Non-Contact, Non-Destructive Testing in Various Industrial Sectors with Terahertz Technology

(2020) Yu Heng Tao et al.   SENSORS

Damage Identification in Structural Health Monitoring: A Brief Review from its Implementation to the Use of Data-Driven Applications

(2020) Diego A. Tibaduiza Burgos et al.   SENSORS

Automatic Parameter Tuning for Adaptive Thresholding in Fruit Detection

(2019) Elie Zemmour et al.   SENSORS

Signal Status Recognition Based on 1DCNN and Its Feature Extraction Mechanism Analysis

(2019) Shuzhan Huang et al.   SENSORS

Trajectory optimization by using EMD- and ICA-based processing method

(2019) Dandan Yang et al.   MEASUREMENT

Implementation of heterodyning effect for monitoring the health of adhesively bonded and fastened composite joints

(2018) Shervin Tashakori et al.   APPLIED OCEAN RESEARCH

Autonomous UAVs for Structural Health Monitoring Using Deep Learning and an Ultrasonic Beacon System with Geo-Tagging

(2018) Dongho Kang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Deep Transfer Learning for Image-Based Structural Damage Recognition

(2018) Yuqing Gao et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Deep Learning for Accelerated Seismic Reliability Analysis of Transportation Networks

(2018) Mohammad Amin Nabian et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

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

Time-Frequency-Based Data-Driven Structural Diagnosis and Damage Detection for Cable-Stayed Bridges

(2018) Hong Pan et al.   Journal of Bridge Engineering

Application of Internet of Things Technology and Convolutional Neural Network Model in Bridge Crack Detection

(2018) Liyan Zhang et al.   IEEE Access

Deep learning-based automatic volumetric damage quantification using depth camera

(2018) Gustavo H. Beckman et al.   AUTOMATION IN CONSTRUCTION

Wireless MEMS-Based Accelerometer Sensor Boards for Structural Vibration Monitoring: A Review

(2017) Alessandro Sabato et al.   IEEE SENSORS JOURNAL

Application of deep convolutional neural network for automated detection of myocardial infarction using ECG signals

(2017) U. Rajendra Acharya et al.   INFORMATION SCIENCES

Image recognition with deep neural networks in presence of noise – Dealing with and taking advantage of distortions

(2017) Michał Koziarski et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks

(2017) Osama Abdeljaber et al.   JOURNAL OF SOUND AND VIBRATION

Comparison of Random Forest, k-Nearest Neighbor, and Support Vector Machine Classifiers for Land Cover Classification Using Sentinel-2 Imagery

(2017) Phan Thanh Noi et al.   SENSORS

A State of the Art Review of Modal-Based Damage Detection in Bridges: Development, Challenges, and Solutions

(2017) John J. Moughty et al.   Applied Sciences-Basel

Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals

(2017) U. Rajendra Acharya et al.   COMPUTERS IN BIOLOGY AND MEDICINE

The great time series classification bake off: a review and experimental evaluation of recent algorithmic advances

(2016) Anthony Bagnall et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Convolutional Neural Network Based Fault Detection for Rotating Machinery

(2016) Olivier Janssens et al.   JOURNAL OF SOUND AND VIBRATION

Hierarchical adaptive deep convolution neural network and its application to bearing fault diagnosis

(2016) Xiaojie Guo et al.   MEASUREMENT

Contact and non-contact approaches in load monitoring applications using surface response to excitation method

(2016) Shervin Tashakori et al.   MEASUREMENT

A Perspective on Deep Imaging

(2016) Ge Wang   IEEE Access

Categories of SHM Deployments: Technologies and Capabilities

(2015) G. T. Webb et al.   Journal of Bridge Engineering

A state-of-the-art survey on the influence of normalization techniques in ranking: Improving the materials selection process in engineering design

(2015) Ali Jahan et al.   MATERIALS & DESIGN

A novel bridge curve mode measurement technique based on fog

(2015) Sheng Li et al.   OPTIK

Gearbox Fault Identification and Classification with Convolutional Neural Networks

(2015) ZhiQiang Chen et al.   SHOCK AND VIBRATION

Deflection monitoring and assessment for a suspension bridge using a connected pipe system: a case study in China

(2015) Yang Liu et al.   Structural Control & Health Monitoring

Signal Processing Techniques for Vibration-Based Health Monitoring of Smart Structures

(2014) Juan Pablo Amezquita-Sanchez et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Optimal Sensor Placement for Modal Identification of Bridge Systems Considering Number of Sensing Nodes

(2014) Minwoo Chang et al.   Journal of Bridge Engineering