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A review of vibration-based damage detection in civil structures: From traditional methods to Machine Learning and Deep Learning applications

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PyGOP: A Python library for Generalized Operational Perceptron algorithms

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A Generic Intelligent Bearing Fault Diagnosis System Using Compact Adaptive 1D CNN Classifier

(2018) Levent Eren et al.   Journal of Signal Processing Systems for Signal Image and Video Technology

Wireless and real-time structural damage detection: A novel decentralized method for wireless sensor networks

(2018) Onur Avci et al.   JOURNAL OF SOUND AND VIBRATION

A deep convolutional neural network with new training methods for bearing fault diagnosis under noisy environment and different working load

(2018) Wei Zhang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Model-Based Analysis of Spur Gears’ Dynamic Behavior in the Presence of Multiple Cracks

(2018) Ahmed Saeed Mohamed et al.   SHOCK AND VIBRATION

Vibration‐based structural condition assessment using convolution neural networks

(2018) Hamid Khodabandehlou et al.   Structural Control & Health Monitoring

A novel deep learning-based method for damage identification of smart building structures

(2018) Yang Yu et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

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

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

Bearing Fault Detection by One-Dimensional Convolutional Neural Networks

(2017) Levent Eren   MATHEMATICAL PROBLEMS IN ENGINEERING

An Ensemble Deep Convolutional Neural Network Model with Improved D-S Evidence Fusion for Bearing Fault Diagnosis

(2017) Shaobo Li et al.   SENSORS

Personalized Monitoring and Advance Warning System for Cardiac Arrhythmias

(2017) Serkan Kiranyaz et al.   Scientific Reports

Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks

(2016) Serkan Kiranyaz et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Real-Time Motor Fault Detection by 1-D Convolutional Neural Networks

(2016) Turker Ince et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

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

Convolutional Neural Networks for Speech Recognition

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Machine Learning Paradigms for Speech Recognition: An Overview

(2013) Li Deng et al.   IEEE Transactions on Audio Speech and Language Processing

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

Optimization of Neural Networks Using Variable Structure Systems

(2012) S. A. Mohseni et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Early fault diagnosis of rotating machinery based on wavelet packets—Empirical mode decomposition feature extraction and neural network

(2011) G.F. Bin et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Evaluation of global and local training techniques over feed-forward neural network architecture spaces for computer-aided medical diagnosis

(2010) Turker Ince et al.   EXPERT SYSTEMS WITH APPLICATIONS

Discriminative training of HMMs for automatic speech recognition: A survey

(2009) Hui Jiang   COMPUTER SPEECH AND LANGUAGE

A Generic and Robust System for Automated Patient-Specific Classification of ECG Signals

(2009) T. Ince et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Evolutionary artificial neural networks by multi-dimensional particle swarm optimization

(2009) Serkan Kiranyaz et al.   NEURAL NETWORKS

Discriminative learning in sequential pattern recognition

(2008) Xiaodong He et al.   IEEE SIGNAL PROCESSING MAGAZINE

Models for Bearing Damage Detection in Induction Motors Using Stator Current Monitoring

(2008) M. Blodt et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS