A Sensor Data Fusion System Based on k-Nearest Neighbor Pattern Classification for Structural Health Monitoring Applications

Data-driven support vector machine with optimization techniques for structural health monitoring and damage detection

(2017) Guoqing Gui et al.   KSCE Journal of Civil Engineering

Automated structural health monitoring based on adaptive kernel spectral clustering

(2017) Rocco Langone et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Improvement of Search Strategy With K-Nearest Neighbors Approach for Traffic State Prediction

(2016) Simon Oh et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Efficient k NN classification algorithm for big data

(2016) Zhenyun Deng et al.   NEUROCOMPUTING

Fault Detection Using the Clustering-kNN Rule for Gas Sensor Arrays

(2016) Jingli Yang et al.   SENSORS

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

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

Wind Turbine Fault Detection through Principal Component Analysis and Statistical Hypothesis Testing

(2015) Francesc Pozo et al.   Energies

On robust regression analysis as a means of exploring environmental and operational conditions for SHM data

(2015) N. Dervilis et al.   JOURNAL OF SOUND AND VIBRATION

A Bioinspired Methodology Based on an Artificial Immune System for Damage Detection in Structural Health Monitoring

(2015) Maribel Anaya et al.   SHOCK AND VIBRATION

Data-driven methodology to detect and classify structural changes under temperature variations

(2014) Maribel Anaya et al.   Smart Materials and Structures

A structural damage detection indicator based on principal component analysis and statistical hypothesis testing

(2013) L E Mujica et al.   Smart Materials and Structures

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

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

Comparison of metrics to monitor and compensate for piezoceramic debonding in structural health monitoring

(2012) Kyle R Mulligan et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

iPCA: An Interactive System for PCA-based Visual Analytics

(2009) Dong Hyun Jeong et al.   COMPUTER GRAPHICS FORUM

Structural health monitoring for a wind turbine system: a review of damage detection methods

(2008) Chia Chen Ciang et al.   MEASUREMENT SCIENCE and TECHNOLOGY