Aydin Akan

Orcid: 0000-0001-8894-5794

According to our database1, Aydin Akan authored at least 143 papers between 1994 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2024
Consumer Preference Estimation Using EEG Signals and Deep Learning.
Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

Emotional Stimulus Classification from Brain Electrical Activity using Multivariate Empirical Mode Decomposition.
Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

Alzheimer's Dementia Detection: An Optimized Approach Using ITD of EEG Signals.
Proceedings of the 32nd European Signal Processing Conference, 2024

Detection of Alzheimer's Dementia by Using EEG Feature Maps and Deep Learning.
Proceedings of the 32nd European Signal Processing Conference, 2024

2023
Classification of Epileptic and Psychogenic Nonepileptic Seizures via Time-Frequency Features of EEG Data.
Int. J. Neural Syst., September, 2023

Attention deficit hyperactivity disorder recognition based on intrinsic time-scale decomposition of EEG signals.
Biomed. Signal Process. Control., March, 2023

On the Use of Kinect V2 For the Assessment of Upper Extremity Movements.
Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Combinations of EEG Topographic Feature Maps for the Classification of ADHD.
Proceedings of the 31st European Signal Processing Conference, 2023

Classification of ADHD by Using Multiple Feature Maps of EEG Signals and Deep Feature Extraction.
Proceedings of the 31st European Signal Processing Conference, 2023

Detection of Attention Deficit Hyperactivity Disorder by Using EEG Feature Maps and Deep Learning.
Proceedings of the 31st European Signal Processing Conference, 2023

Detection of Alzheimer's Dementia Using Intrinsic Time Scale Decomposition of EEG Signals and Deep Learning.
Proceedings of the 9th International Conference on Control, 2023

2022
Synchronization Analysis In Epileptic EEG Signals Via State Transfer Networks Based On Visibility Graph Technique.
Int. J. Neural Syst., 2022

Detection of Alzheimer's Dementia by Using Signal Decomposition and Machine Learning Methods.
Int. J. Neural Syst., 2022

Hand gesture classification using time-frequency images and transfer learning based on CNN.
Biomed. Signal Process. Control., 2022

Detection of Olfactory Stimulus from EEG Signals for Neuromarketing Applications.
Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Classification of Dementia EEG Based on Sub-bands Using Time-Frequency Approaches.
Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Liking Status Estimation Using EEG Signals and Mode Decomposition Method.
Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Classification of Hand Gestures using sEMG Signals and Hilbert-Huang Transform.
Proceedings of the 30th European Signal Processing Conference, 2022

2021
Null Subcarrier Index Modulation in OFDM Systems for 6G and Beyond.
Sensors, 2021

A Diagnostic Strategy via Multiresolution Synchrosqueezing Transform on Obsessive Compulsive Disorder.
Int. J. Neural Syst., 2021

Epileptic EEG Classification by Using Time-Frequency Images for Deep Learning.
Int. J. Neural Syst., 2021

Classification of Epileptic EEG Signals Using Synchrosqueezing Transform and Machine Learning.
Int. J. Neural Syst., 2021

A new CNN training approach with application to hyperspectral image classification.
Digit. Signal Process., 2021

Time-frequency signal processing: Today and future.
Digit. Signal Process., 2021

Audio Melody Extraction from Heterophonic Turkish Maqam Music.
Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

An EEG and Machine Learning based Method for the Detection of Major Depressive Disorder.
Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

Classification of Psychogenic Non-epileptic Seizures Using Synchrosqueezing Transform of EEG Signals.
Proceedings of the 29th European Signal Processing Conference, 2021

2020
Emotional state detection based on common spatial patterns of EEG.
Signal Image Video Process., 2020

Intrinsic Synchronization Analysis of Brain Activity in Obsessive-compulsive Disorders.
Int. J. Neural Syst., 2020

Analysis of linear lung models based on state-space models.
Comput. Methods Programs Biomed., 2020

Wearable sensor-based evaluation of psychosocial stress in patients with metabolic syndrome.
Artif. Intell. Medicine, 2020

Estimation of Emotion Status Using IAPS Image Data Set.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Audio Melody Extraction from Monophonic Turkish Maqam Music.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

ECG Arrhythmia Detection with Deep Learning.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Classification of Epileptic EEG Signals Using Dynamic Mode Decomposition.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Design of a New System for Upper Extremity Movement Ability Assessment.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

An EEG Based Liking Status Detection Method for Neuromarketing Applications.
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

A Dynamic Mode Decomposition Based Approach for Epileptic EEG Classification.
Proceedings of the 28th European Signal Processing Conference, 2020

Epileptic EEG Classification Using Synchrosqueezing Transform with Machine and Deep Learning Techniques.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
Synchrosqueezing transform based feature extraction from EEG signals for emotional state prediction.
Biomed. Signal Process. Control., 2019

Investigation of Wearable Motion Capture System Towards Biomechanical Modelling.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2019

Spectral-Spatial Classification of Hyperspectral Images Using CNNs and Approximate Sparse Multinomial Logistic Regression.
Proceedings of the 27th European Signal Processing Conference, 2019

2018
Seizure onset detection based on frequency domain metric of empirical mode decomposition.
Signal Image Video Process., 2018

Emotion recognition from EEG signals by using multivariate empirical mode decomposition.
Pattern Anal. Appl., 2018

Decreased global field synchronization of multichannel frontal EEG measurements in obsessive-compulsive disorders.
Medical Biol. Eng. Comput., 2018

Emotion recognition based on time-frequency distribution of EEG signals using multivariate synchrosqueezing transform.
Digit. Signal Process., 2018

Analysis of frontal phase synchronization in OCD patients.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

A discriminative model for contextual classification of hyperspectral images.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Classification of epileptic EEG data by using ensemble empirical mode decomposition.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Performance analysis of indoor mobile MIMO visible light communications.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Analysis of reduced EEG channels based on emotional stimulus.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

2017
Cooperation Methods for Cognitive Radio Systems.
Wirel. Pers. Commun., 2017

DWT based OFDM with DAPSK modulation for power line communication systems.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Multiple frequency estimation by using improved variational mode decomposition.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Bandpass sampling of multiband signals by using geometric approach.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Synchronization analysis of epilepsy data using global field synchronization.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Fractal dimension analysis of Uroflowmetry signals.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

DC-informative subcarrier intensity modulation for visible light communication.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Frequency estimation for monophonical music by using a modified VMD method.
Proceedings of the 25th European Signal Processing Conference, 2017

2016
Fundamental frequency estimation for heterophonical Turkish music by using VMD.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

A probabilistic method for the classification of hyperspectral images.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Detection of chronic kidney disease by using Adaboost ensemble learning approach.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Classification of hyperspectral images using mixture of probabilistic PCA models.
Proceedings of the 24th European Signal Processing Conference, 2016

Ensemble learning approaches to classification of pulmonary nodules.
Proceedings of the International Conference on Control, 2016

2015
Breast Cancer Detection with Reduced Feature Set.
Comput. Math. Methods Medicine, 2015

Space time block coded cooperative spatial modulation.
Proceedings of the 11th IEEE International Conference on Wireless and Mobile Computing, 2015

Classification of facial expressions by using 2D empirical mode decomposition.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Fundamental frequency estimation for monophonical Turkish music by using VMD.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Epilepsy detection using Empirical Mode Decomposition and detrended Fluctuation Analysis.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

Relay selection methods in cooperative spatial modulation for wireless networks.
Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

2014
Evaluation of bagging ensemble method with time-domain feature extraction for diagnosing of arrhythmia beats.
Neural Comput. Appl., 2014

A Decision Support System to Determine Optimal Ventilator Settings.
BMC Medical Informatics Decis. Mak., 2014

Intrinsic mode chirp decomposition of non-stationary signals.
IET Signal Process., 2014

Detrended fluctuation thresholding for empirical mode decomposition based denoising.
Digit. Signal Process., 2014

Analysis of brain connectivity changes after propofol injection by generalized partial directed coherence.
Digit. Signal Process., 2014

Performance of ensemble learning classifiers on malignant-benign classification of pulmonary nodules.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

EOG denoising using Empirical Mode Decomposition and Detrended Fluctuation Analysis.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Optimum relay selection for cooperative spectrum sensing and transmission in cognitive networks.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Image denoising by using non-local means and Total Variation.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Detrended fluctuation analysis for empirical mode decomposition based denoising.
Proceedings of the 22nd European Signal Processing Conference, 2014

A novel approach to malignant-benign classification of pulmonary nodules by using ensemble learning classifiers.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Asynchronous Representation and Processing of Nonstationary Signals : A Time-Frequency Framework.
IEEE Signal Process. Mag., 2013

Signal-adaptive discrete evolutionary transform as a sparse time-frequency representation.
Digit. Signal Process., 2013

Classification of Pulmonary Nodules by Using Hybrid Features.
Comput. Math. Methods Medicine, 2013

A new computer-aided detection system for pulmonary nodules.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Modulation classification by Hilbert-Huang Transform.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Analysis of EEG signals by emprical mode decomposition and mutual information.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Spectrum sensing using empirical mode decomposition and relative entropy.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

Modulation identification of digital M-ary QAM signals by Hilbert-Huang Transform.
Proceedings of the 20th IEEE International Conference on Electronics, 2013

RFID based hand hygiene compliance monitoring station.
Proceedings of the 2013 IEEE International Conference on Control System, 2013

Hilbert-Huang Transform based hierarchical clustering for EEG denoising.
Proceedings of the 21st European Signal Processing Conference, 2013

Non-stationary decomposition using the Discrete Linear Chirp transform (DLCT) for FM demodulation.
Proceedings of the 21st European Signal Processing Conference, 2013

A new method for pulmonary nodule detection using decision trees.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Posterior Cramer-Rao Lower Bounds for dual Kalman estimation.
Digit. Signal Process., 2012

Performance improvement of secondary user transmission in cognitive radio networks.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

A novel DCT based digital audio watermarking method.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Wavelet transform approach to energy based spectrum sensing.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Channel estimation for a wireless communication systems with chirp carriers.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

An optimum relay selection for cooperative transmission and spectrum sensing in cognitive networks.
Proceedings of the 4th International Congress on Ultra Modern Telecommunications and Control Systems, 2012

Energy based spectrum sensing using wavelet transform for fading channels.
Proceedings of the 4th International Congress on Ultra Modern Telecommunications and Control Systems, 2012

Adaptive multiple relay selection and power optimization for cognitive radio networks.
Proceedings of the 9th International Conference on Communications, 2012

2011
Joint multiple relay selection and power optimization in two-way relay networks.
Proceedings of the 3rd International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2011

Modulation detection in the time-frequency domain for cognitive radio systems.
Proceedings of the 19th European Signal Processing Conference, 2011

Estimation of the respiratory system parameters.
Proceedings of the 19th European Signal Processing Conference, 2011

Signal separation in the Wigner distribution domain using fractional Fourier transform.
Proceedings of the 19th European Signal Processing Conference, 2011

2010
Respiratory parameter estimation in non-invasive ventilation based on generalized Gaussian noise models.
Signal Process., 2010

Inverse Modeling of Respiratory System during Noninvasive Ventilation by Maximum Likelihood Estimation.
EURASIP J. Adv. Signal Process., 2010

A Robust Image Watermarking in the Joint Time-Frequency Domain.
EURASIP J. Adv. Signal Process., 2010

Time-Frequency Based Channel Estimation for High-Mobility OFDM Systems - Part II: Cooperative Relaying Case.
EURASIP J. Adv. Signal Process., 2010

Time-Frequency Based Channel Estimation for High-Mobility OFDM Systems-Part I: MIMO Case.
EURASIP J. Adv. Signal Process., 2010

Prediction of externally applied forces to human hands using frequency content of surface EMG signals.
Comput. Methods Programs Biomed., 2010

A discrete fractional evolutionary transform.
Proceedings of the 18th European Signal Processing Conference, 2010

EEG analysis using Bi-frequency coherence.
Proceedings of the 18th European Signal Processing Conference, 2010

A signal-adaptive discrete evolutionary transform.
Proceedings of the 18th European Signal Processing Conference, 2010

2009
Channel estimation for OFDM systems with high mobility fading channels.
Proceedings of the International Conference on Ultra Modern Telecommunications, 2009

Posterior Cramer Rao Lower Bounds for the respiratory model parameter estimation.
Proceedings of the 17th European Signal Processing Conference, 2009

Channel estimation for fast-varying MIMO-OFDM systems.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
Local instantaneous frequency estimation of multi-component signals.
Comput. Electr. Eng., 2008

Sampling and reconstruction of non-bandlimited signals using Slepian functions.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
Time-Varying Channel Estimation for OFDM Systems.
Proceedings of the IEEE International Conference on Acoustics, 2007

Time-frequency based robust OFDM channel equalization.
Proceedings of the 15th European Signal Processing Conference, 2007

2006
Analysis of temporomandibular joint sounds in orthodontic patients.
Comput. Electr. Eng., 2006

2005
Time-frequency channel modeling and estimation of multi-carrier spread spectrum communication systems.
J. Frankl. Inst., 2005

Channel modeling and estimation for robust MC-SS systems.
Proceedings of the 13th European Signal Processing Conference, 2005

Evolutionary wiener-mask receiver for multiuser direct sequence spread spectrum.
Proceedings of the 13th European Signal Processing Conference, 2005

2004
Fractional Gabor spectral estimation for multi-component signals.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
A fractional Gabor expansion.
J. Frankl. Inst., 2003

Time-varying bispectral analysis of nonstationary signals.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

A multi-window fractional evolutionary spectral analysis.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Higher order evolutionary spectral analysis.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2001
Evolutionary chirp representation of non-stationary signals via Gabor transform.
Signal Process., 2001

An iterative method for instantaneous frequency estimation.
Proceedings of the 2001 8th IEEE International Conference on Electronics, 2001

Instantaneous frequency estimation using discrete evolutionary transform for jammer excision.
Proceedings of the IEEE International Conference on Acoustics, 2001

A fractional Gabor transform.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
Discrete evolutionary transform for time-frequency signal analysis.
J. Frankl. Inst., 2000

Editorial.
J. Frankl. Inst., 2000

Time-frequency analysis and classification of temporomandibular joint sounds.
J. Frankl. Inst., 2000

Evolutionary spectral based classification of machine vibrations.
Proceedings of the 10th European Signal Processing Conference, 2000

1999
Interference suppression in DSSS communication systems using instantaneous frequency estimation.
Proceedings of the 6th IEEE International Conference on Electronics, Circuits and Systems, 1999

1997
Multi-window Gabor expansion for evolutionary spectral analysis.
Signal Process., 1997

1996
Evolutionary spectral analysis using a warped Gabor expansion.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

1995
Evolutionary spectral analysis and the generalized Gabor expansion.
Proceedings of the 1995 International Conference on Acoustics, 1995

1994
Adaptive time-varying parametric modeling.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994


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