A Self-Adaptive 1D Convolutional Neural Network for Flight-State Identification

A stochastic global identification framework for aerospace structures operating under varying flight states

(2018) Fotis Kopsaftopoulos et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Flight State Identification of a Self-Sensing Wing via an Improved Feature Selection Method and Machine Learning Approaches

(2018) Xi Chen et al.   SENSORS

An adaptive deep convolutional neural network for rolling bearing fault diagnosis

(2017) Wang Fuan et al.   MEASUREMENT SCIENCE and TECHNOLOGY

A novel deep autoencoder feature learning method for rotating machinery fault diagnosis

(2017) Haidong Shao et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A Super Stretchable Organic Thin-Film Diodes Network That Can Be Embedded Into Carbon Fiber Composite Materials for Sensor Network Applications

(2016) Zhiqiang Guo et al.   JOURNAL OF MICROELECTROMECHANICAL SYSTEMS

Convolutional Neural Network Based Fault Detection for Rotating Machinery

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

Metaheuristic Algorithms for Convolution Neural Network

(2016) L. M. Rasdi Rere et al.   Computational Intelligence and Neuroscience

Rolling bearing fault diagnosis using an optimization deep belief network

(2015) Haidong Shao et al.   MEASUREMENT SCIENCE and TECHNOLOGY

Deep learning

(2015) Yann LeCun et al.   NATURE

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Recent advancements and vision toward stretchable bio-inspired networks for intelligent structures

(2014) Nathan Salowitz et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

A novel physics-based temperature compensation model for structural health monitoring using ultrasonic guided waves

(2014) Surajit Roy et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Convolutional Neural Networks for Speech Recognition

(2014) Ossama Abdel-Hamid et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Bio-inspired stretchable network-based intelligent composites

(2012) Nathan Salowitz et al.   JOURNAL OF COMPOSITE MATERIALS

Multiobjective evolutionary algorithms to identify highly autocorrelated areas: the case of spatial distribution in financially compromised farms

(2011) Carlos R. García-Alonso et al.   ANNALS OF OPERATIONS RESEARCH

A novel intelligent gear fault diagnosis model based on EMD and multi-class TSVM

(2011) Zhongjie Shen et al.   MEASUREMENT

Deep Learning and Its Applications to Signal and Information Processing [Exploratory DSP

(2010) Dong Yu et al.   IEEE SIGNAL PROCESSING MAGAZINE

Design of micro-scale highly expandable networks of polymer-based substrates for macro-scale applications

(2010) G Lanzara et al.   Smart Materials and Structures

Enhancement of signal denoising and multiple fault signatures detecting in rotating machinery using dual-tree complex wavelet transform

(2009) Yanxue Wang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

On the Dual-Tree Complex Wavelet Packet and $M$-Band Transforms

(2008) I. Bayram et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING