Citation Impact
Citing Papers
Fault diagnosis of rolling bearings with recurrent neural network-based autoencoders
2018
A deep learning framework for financial time series using stacked autoencoders and long-short term memory
2017 Standout
Artificial intelligence for fault diagnosis of rotating machinery: A review
2018 Standout
Multi-fault diagnosis of rolling bearing elements using wavelet analysis and hidden Markov model based fault recognition
2005
Prognostics and Health Management: A Review of Vibration Based Bearing and Gear Health Indicators
2017 Standout
Degradation data analysis and remaining useful life estimation: A review on Wiener-process-based methods
2018
Implementation of Neural Networks in Predicting the Understanding Level of Students Subject
2016 Standout
Detection of Mechanical Imbalances of Induction Machines Without Spectral Analysis of Time-Domain Signals
2004
Vibration Spectrum Imaging: A Novel Bearing Fault Classification Approach
2014
Performance-based health monitoring, diagnostics and prognostics for condition-based maintenance of gas turbines: A review
2017 Standout
A comprehensive review of big data analytics throughout product lifecycle to support sustainable smart manufacturing: A framework, challenges and future research directions
2018 Standout
Inchoate Fault Detection Framework: Adaptive Selection of Wavelet Nodes and Cumulant Orders
2011
FPGA-based entropy neural processor for online detection of multiple combined faults on induction motors
2012
An intelligent fault diagnosis approach based on transfer learning from laboratory bearings to locomotive bearings
2019 Standout
Remaining useful life estimation in prognostics using deep convolution neural networks
2017 Standout
Infrared and visible image fusion methods and applications: A survey
2018 Standout
Electric load forecasting by seasonal recurrent SVR (support vector regression) with chaotic artificial bee colony algorithm
2011
MALARIA SEVERITY CLASSIFICATION THROUGH JORDAN-ELMAN NEURAL NETWORK BASED ON FEATURES EXTRACTED FROM THICK BLOOD SMEAR
2015
Machine Learning in Predictive Maintenance towards Sustainable Smart Manufacturing in Industry 4.0
2020 Standout
Forecasting regional electricity load based on recurrent support vector machines with genetic algorithms
2005
Fault diagnosis for internal combustion engines using intake manifold pressure and artificial neural network
2009
Wavelet transform based on inner product in fault diagnosis of rotating machinery: A review
2015
A review on condition-based maintenance optimization models for stochastically deteriorating system
2016 Standout
1D convolutional neural networks and applications: A survey
2022 Standout
Fault Diagnosis Method Based on Principal Component Analysis and Broad Learning System
2019 Standout
A review of vibration-based damage detection in civil structures: From traditional methods to Machine Learning and Deep Learning applications
2020 Standout
Recurrent neural network and a hybrid model for prediction of stock returns
2014
Machinery health prognostics: A systematic review from data acquisition to RUL prediction
2017 Standout
Long Range Dependence Prognostics for Bearing Vibration Intensity Chaotic Time Series
2016
A Novel Multi-Focus Image Fusion Method Based on Stationary Wavelet Transform and Local Features of Fuzzy Sets
2017
Radial basis function neural network based comparison of dimensionality reduction techniques for effective bearing diagnostics
2012
Battery Lifetime Prognostics
2020 Standout
Multifeatures Fusion and Nonlinear Dimension Reduction for Intelligent Bearing Condition Monitoring
2016
An overview of time-based and condition-based maintenance in industrial application
2012 Standout
Accurate bearing remaining useful life prediction based on Weibull distribution and artificial neural network
2014
A review on time series forecasting techniques for building energy consumption
2017 Standout
A deep convolutional neural network with new training methods for bearing fault diagnosis under noisy environment and different working load
2017 Standout
Deep learning and its applications to machine health monitoring
2018 Standout
An expert system for fault diagnosis in internal combustion engines using wavelet packet transform and neural network
2008
A data mining approach for machine fault diagnosis based on associated frequency patterns
2016
A Review of Fault Detection and Diagnosis for the Traction System in High-Speed Trains
2019 Standout
Bearing Fault Detection by One‐Dimensional Convolutional Neural Networks
2017
Applications of machine learning to machine fault diagnosis: A review and roadmap
2020 Standout
An Improved Ant Colony Optimization Algorithm Based on Hybrid Strategies for Scheduling Problem
2019 Standout
A New Feature Extraction Method Based on EEMD and Multi-Scale Fuzzy Entropy for Motor Bearing
2016
A Hybrid Prognostics Approach for Estimating Remaining Useful Life of Rolling Element Bearings
2018 Standout
A review on signal processing techniques utilized in the fault diagnosis of rolling element bearings
2016 Standout
Failure time prediction for mechanical device based on the degradation sequence
2013
Wavelets for fault diagnosis of rotary machines: A review with applications
2013 Standout
Ensemble neural network-based particle filtering for prognostics
2013
Fault diagnosis and prognosis using wavelet packet decomposition, Fourier transform and artificial neural network
2012
Advances in Diagnostic Techniques for Induction Machines
2008 Standout
Works of Serhat Şeker being referenced
Statistical Wiener process model for vibration signals in accelerated aging processes of electric motors
2014
Neuro-detector Based on Coherence Analysis for Stator Insulation in Electric Motors
2009
Wavelet based Neuro-Detector for low frequencies of vibration signals in electric motors
2012
Elman's recurrent neural network applications to condition monitoring in nuclear power plant and rotating machinery
2003
Comparisons between the various types of neural networks with the data of wide range operational conditions of the Borssele NPP
2003
Determination of air-gap eccentricity in electric motors using coherence analysis
2000
Feature extraction related to bearing damage in electric motors by wavelet analysis
2003
Redundancy-Based Predictive Fault Detection on Electric Motors by Stationary Wavelet Transform
2016
A New MLP Approach for the Detection of the Incipient Bearing Damage
2010
Fault detection based on continuous wavelet transform and sensor fusion in electric motors
2009