Unsupervised damage clustering in complex aeronautical composite structures monitored by Lamb waves: An inductive approach

Data-Driven Structural Health Monitoring Approach Using Guided Lamb Wave Responses

(2020) Prabhav Borate et al.   JOURNAL OF AEROSPACE ENGINEERING

Inductive t-SNE via deep learning to visualize multi-label images

(2019) Edgar Roman-Rangel et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Digital currency forecasting with chaotic meta-heuristic bio-inspired signal processing techniques

(2019) Aytaç Altan et al.   CHAOS SOLITONS & FRACTALS

Feature selection in machine learning: A new perspective

(2018) Jie Cai et al.   NEUROCOMPUTING

Dependable Structural Health Monitoring Using Wireless Sensor Networks

(2017) Md Zakirul Alam Bhuiyan et al.   IEEE Transactions on Dependable and Secure Computing

Approximated and User Steerable tSNE for Progressive Visual Analytics

(2017) Nicola Pezzotti et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Computer Vision and Machine Learning for Autonomous Characterization of AM Powder Feedstocks

(2016) Brian L. DeCost et al.   JOM

Inspection and Structural Health Monitoring techniques for Concentrated Solar Power plants

(2016) Mayorkinos Papaelias et al.   RENEWABLE ENERGY

Guided wave based structural health monitoring: A review

(2016) Mira Mitra et al.   Smart Materials and Structures

Detection of structural changes through principal component analysis and multivariate statistical inference

(2016) Francesc Pozo et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

A data-driven temperature compensation approach for Structural Health Monitoring using Lamb waves

(2016) C Fendzi et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

A general Bayesian framework for ellipse-based and hyperbola-based damage localization in anisotropic composite plates

(2015) C Fendzi et al.   JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES

Novelty detection and dimension reduction via guided ultrasonic waves: Damage monitoring of scarf repairs in composite laminates

(2015) Sofia Pavlopoulou et al.   JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES

Applying robust variant of Principal Component Analysis as a damage detector in the presence of outliers

(2015) Fahit Gharibnezhad et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Fibre Optic Sensors for Structural Health Monitoring of Aircraft Composite Structures: Recent Advances and Applications

(2015) Raffaella Di Sante   SENSORS

Investigation of an expert health monitoring system for aeronautical structures based on pattern recognition and acousto-ultrasonics

(2015) Diego Alexander Tibaduiza-Burgos et al.   Smart Materials and Structures

Structural health monitoring feature design by genetic programming

(2014) Dustin Y Harvey et al.   Smart Materials and Structures

A survey on feature selection methods

(2013) Girish Chandrashekar et al.   COMPUTERS & ELECTRICAL ENGINEERING

Multiclass feature selection using computational homology for Lamb wave–based damage characterization

(2013) Corey A Miller et al.   JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES

A study of two unsupervised data driven statistical methodologies for detecting and classifying damages in structural health monitoring

(2013) D.-A. Tibaduiza et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Data-driven multivariate algorithms for damage detection and identification: Evaluation and comparison

(2013) Miguel A Torres-Arredondo et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Damage classification in structural health monitoring using principal component analysis and self-organizing maps

(2012) D. A. Tibaduiza et al.   Structural Control & Health Monitoring

Aggressive Data Reduction for Damage Detection in Structural Health Monitoring

(2009) Chiwoo Park et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL