Aydin Akan

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 68

Top Venues

SIU

EUSIPCO

Int. J. Neural Syst.

Digit. Signal Process.

Publications

Merve Dogruyol Basar, Adil Deniz Duru, Aydin Akan
Emotional Stimulus Classification from Brain Electrical Activity using Multivariate Empirical Mode Decomposition. SIU (2024)
Burak Ceylan, Yalçin Çekiç, Aydin Akan
Consumer Preference Estimation Using EEG Signals and Deep Learning. SIU (2024)
Serkan Çizmeciogullari, Aydin Akan, Yaar Keskn, Berna Ürkmez, Teoman Aydin
On the Use of Kinect V2 For the Assessment of Upper Extremity Movements. SIU (2023)
Ozlem Karabiber Cura, Sibel Kocaaslan Atli, Aydin Akan
Attention deficit hyperactivity disorder recognition based on intrinsic time-scale decomposition of EEG signals. Biomed. Signal Process. Control. 81 (2023)
Ozlem Karabiber Cura, Sibel Kocaaslan Atli, Sena Yagmur Sen, Aydin Akan
Classification of ADHD by Using Multiple Feature Maps of EEG Signals and Deep Feature Extraction. EUSIPCO (2023)
Sena Yagmur Sen, Ozlem Karabiber Cura, Aydin Akan
Detection of Alzheimer's Dementia Using Intrinsic Time Scale Decomposition of EEG Signals and Deep Learning. CoDIT (2023)
Sude Pehlivan, Onur Akdemir, Ozlem Karabiber Cura, Burak Akbugday, Aydin Akan
Combinations of EEG Topographic Feature Maps for the Classification of ADHD. EUSIPCO (2023)
Ozlem Karabiber Cura, Aydin Akan, Hatice Sabiha Türe
Classification of Epileptic and Psychogenic Nonepileptic Seizures via Time-Frequency Features of EEG Data. Int. J. Neural Syst. 33 (9) (2023)
Burak Akbugday, Ozge Ada Bozbas, Ozlem Karabiber Cura, Sude Pehlivan, Aydin Akan
Detection of Attention Deficit Hyperactivity Disorder by Using EEG Feature Maps and Deep Learning. EUSIPCO (2023)
Ozlem Karabiber Cura, Aydin Akan, Gülce Cosku Yilmaz, Hatice Sabiha Türe
Detection of Alzheimer's Dementia by Using Signal Decomposition and Machine Learning Methods. Int. J. Neural Syst. 32 (9) (2022)
Deniz Hande Kisa, Mehmet Akif Ozdemir, Onan Güren, Aydin Akan
Classification of Hand Gestures using sEMG Signals and Hilbert-Huang Transform. EUSIPCO (2022)
Burak Ceylan, Serkan Tüzün, Aydin Akan
Liking Status Estimation Using EEG Signals and Mode Decomposition Method. SIU (2022)
Ali Eed Olamat, Pinar Özel, Aydin Akan
Synchronization Analysis In Epileptic EEG Signals Via State Transfer Networks Based On Visibility Graph Technique. Int. J. Neural Syst. 32 (2) (2022)
Ozlem Karabiber Cura, Gülce Cosku Yilmaz, Hatice Sabiha Türe, Aydin Akan
Classification of Dementia EEG Based on Sub-bands Using Time-Frequency Approaches. SIU (2022)
Mehmet Akif Ozdemir, Deniz Hande Kisa, Onan Güren, Aydin Akan
Hand gesture classification using time-frequency images and transfer learning based on CNN. Biomed. Signal Process. Control. 77 (2022)
Sude Pehlivan, Burak Akbugday, Aydin Akan, Reza Sadighzadeh
Detection of Olfactory Stimulus from EEG Signals for Neuromarketing Applications. SIU (2022)
Tuncay Eren, Aydin Akan
Null Subcarrier Index Modulation in OFDM Systems for 6G and Beyond. Sensors 21 (21) (2021)
Ozlem Karabiber Cura, Aydin Akan
Classification of Epileptic EEG Signals Using Synchrosqueezing Transform and Machine Learning. Int. J. Neural Syst. 31 (5) (2021)
Berrak Öztürk Simsek, Aydin Akan
Audio Melody Extraction from Heterophonic Turkish Maqam Music. SIU (2021)
Mehmet Akif Ozdemir, Ozlem Karabiber Cura, Aydin Akan
Epileptic EEG Classification by Using Time-Frequency Images for Deep Learning. Int. J. Neural Syst. 31 (8) (2021)
Elif Izci, Mehmet Akif Özdemir, Aydin Akan, Mehmet Akif Özçoban, Mehmet Kemal Arikan
An EEG and Machine Learning based Method for the Detection of Major Depressive Disorder. SIU (2021)
Ozlem Karabiber Cura, Gülce Cosku Yilmaz, Hatice Sabiha Türe, Aydin Akan
Classification of Psychogenic Non-epileptic Seizures Using Synchrosqueezing Transform of EEG Signals. EUSIPCO (2021)
Aydin Akan, Ozlem Karabiber Cura
Time-frequency signal processing: Today and future. Digit. Signal Process. 119 (2021)
Pinar Özel, Ali Eed Olamat, Aydin Akan
A Diagnostic Strategy via Multiresolution Synchrosqueezing Transform on Obsessive Compulsive Disorder. Int. J. Neural Syst. 31 (12) (2021)
Sezer Kutluk, Koray Kayabol, Aydin Akan
A new CNN training approach with application to hyperspectral image classification. Digit. Signal Process. 113 (2021)
Ozlem Karabiber Cura, Mehmet Akif Ozdemir, Aydin Akan
Epileptic EEG Classification Using Synchrosqueezing Transform with Machine and Deep Learning Techniques. EUSIPCO (2020)
Elif Izci, Mürside Degirmenci, Mehmet Akif Özdemir, Aydin Akan
ECG Arrhythmia Detection with Deep Learning. SIU (2020)
Esra Saatci, Ertugrul Saatci, Aydin Akan
Analysis of linear lung models based on state-space models. Comput. Methods Programs Biomed. 183 (2020)
Merve Dogruyol Basar, Adil Deniz Duru, Aydin Akan
Emotional state detection based on common spatial patterns of EEG. Signal Image Video Process. 14 (3) (2020)
Berrak Öztürk Simsek, Aydin Akan
Audio Melody Extraction from Monophonic Turkish Maqam Music. SIU (2020)
Ozlem Karabiber Cura, Mehmet Akif Ozdemir, Sude Pehlivan, Aydin Akan
A Dynamic Mode Decomposition Based Approach for Epileptic EEG Classification. EUSIPCO (2020)
Bartu Yesilkaya, Onan Güren, Mehmet Tugay Bahar, Leyla Nur Turhal, Aydin Akan
Estimation of Emotion Status Using IAPS Image Data Set. SIU (2020)
Serkan Cizmeciogullari, Mertcan Koçak, Senay Mihçin, Aliye Tosun, Aydin Akan
Design of a New System for Upper Extremity Movement Ability Assessment. SIU (2020)
Burak Ceylan, Serkan Tüzün, Aydin Akan
An EEG Based Liking Status Detection Method for Neuromarketing Applications. SIU (2020)
Fatma Patlar Akbulut, Baris Ikitimur, Aydin Akan
Wearable sensor-based evaluation of psychosocial stress in patients with metabolic syndrome. Artif. Intell. Medicine 104 (2020)
Özlem Karabiber Cura, Sude Pehlivan, Aydin Akan
Classification of Epileptic EEG Signals Using Dynamic Mode Decomposition. SIU (2020)
Pinar Özel, Ali Karaca, Ali Eed Olamat, Aydin Akan, Mehmet Akif Özçoban, Oguz Tan
Intrinsic Synchronization Analysis of Brain Activity in Obsessive-compulsive Disorders. Int. J. Neural Syst. 30 (9) (2020)
Senay Mihcin, Hakki Kose, Serkan Cizmeciogullari, Samet Ciklacandir, Mertcan Koçak, Aliye Tosun, Aydin Akan
Investigation of Wearable Motion Capture System Towards Biomechanical Modelling. MeMeA (2019)
Pinar Özel, Aydin Akan, Bülent Yilmaz
Synchrosqueezing transform based feature extraction from EEG signals for emotional state prediction. Biomed. Signal Process. Control. 52 (2019)
Sezer Kutluk, Koray Kayabol, Aydin Akan
Spectral-Spatial Classification of Hyperspectral Images Using CNNs and Approximate Sparse Multinomial Logistic Regression. EUSIPCO (2019)
Mehmet Akif Özçoban, Oguz Tan, Serap Aydin, Aydin Akan
Decreased global field synchronization of multichannel frontal EEG measurements in obsessive-compulsive disorders. Medical Biol. Eng. Comput. 56 (2) (2018)
Ahmet Mert, Aydin Akan
Emotion recognition from EEG signals by using multivariate empirical mode decomposition. Pattern Anal. Appl. 21 (1) (2018)
Yasin Celik, Aydin Akan
Performance analysis of indoor mobile MIMO visible light communications. SIU (2018)
Ozlem Karabiber Cura, Sibel Kocaaslan Atli, Reza Sadighzadeh, Aydin Akan
Classification of epileptic EEG data by using ensemble empirical mode decomposition. SIU (2018)
Ahmet Mert, Aydin Akan
Seizure onset detection based on frequency domain metric of empirical mode decomposition. Signal Image Video Process. 12 (8) (2018)
Merve Dogruyol Basar, Adil Deniz Duru, Seray Senyer Ozgor, Cansin Ozgor, Aydin Akan
Analysis of reduced EEG channels based on emotional stimulus. SIU (2018)
Mehmet Akif Özçoban, Oguz Tan, Aydin Akan
Analysis of frontal phase synchronization in OCD patients. SIU (2018)
Sezer Kutluk, Koray Kayabol, Aydin Akan
A discriminative model for contextual classification of hyperspectral images. SIU (2018)
Ahmet Mert, Aydin Akan
Emotion recognition based on time-frequency distribution of EEG signals using multivariate synchrosqueezing transform. Digit. Signal Process. 81 (2018)
Berrak Ozturk Simsek, Aydin Akan
Multiple frequency estimation by using improved variational mode decomposition. SIU (2017)
Yesim Hekim Tanc, Aydin Akan
DWT based OFDM with DAPSK modulation for power line communication systems. SIU (2017)
Hasan Kartlak, Niyazi Odabasioglu, Aydin Akan
Cooperation Methods for Cognitive Radio Systems. Wirel. Pers. Commun. 94 (4) (2017)
Sarper Kara, Metin Ertas, Cengiz Polat Uzunoglu, Aydin Akan
Fractal dimension analysis of Uroflowmetry signals. SIU (2017)
Yasin Celik, Aydin Akan
DC-informative subcarrier intensity modulation for visible light communication. SIU (2017)
Ali Eed Olamat, Aydin Akan
Synchronization analysis of epilepsy data using global field synchronization. SIU (2017)
Berrak Ozturk Simsek, Aydin Akan
Frequency estimation for monophonical music by using a modified VMD method. EUSIPCO (2017)
Esra Saatci, Ertugrul Saatci, Aydin Akan
Bandpass sampling of multiband signals by using geometric approach. SIU (2017)
Ahmet Tartar, Aydin Akan
Ensemble learning approaches to classification of pulmonary nodules. CoDIT (2016)
Sezer Kutluk, Koray Kayabol, Aydin Akan
A probabilistic method for the classification of hyperspectral images. SIU (2016)
Merve Dogruyol Basar, Pelin Sari, Niyazi Kilic, Aydin Akan
Detection of chronic kidney disease by using Adaboost ensemble learning approach. SIU (2016)
Sezer Kutluk, Koray Kayabol, Aydin Akan
Classification of hyperspectral images using mixture of probabilistic PCA models. EUSIPCO (2016)
Berrak Ozturk Simsek, Baris Bozkurt, Aydin Akan
Fundamental frequency estimation for heterophonical Turkish music by using VMD. SIU (2016)
Hasan Kartlak, Niyazi Odabasioglu, Aydin Akan
Space time block coded cooperative spatial modulation. WiMob (2015)
Berrak Öztürk Simsek, Aydin Akan, Baris Bozkurt
Fundamental frequency estimation for monophonical Turkish music by using VMD. SIU (2015)
Ahmet Mert, Aydin Akan
Epilepsy detection using Empirical Mode Decomposition and detrended Fluctuation Analysis. SIU (2015)
Hasan Kartlak, Niyazi Odabasioglu, Aydin Akan
Relay selection methods in cooperative spatial modulation for wireless networks. SIU (2015)
Ahmet Mert, Niyazi Zekiye Kiliç, Erdem Bilgili, Aydin Akan
Breast Cancer Detection with Reduced Feature Set. Comput. Math. Methods Medicine 2015 (2015)
Serkan Tuzun, Aydin Akan
Classification of facial expressions by using 2D empirical mode decomposition. SIU (2015)
Osama A. S. Alkishriwo, Aydin Akan, Luis F. Chaparro
Intrinsic mode chirp decomposition of non-stationary signals. IET Signal Process. 8 (3) (2014)
Ahmet Mert, Aydin Akan
Detrended fluctuation thresholding for empirical mode decomposition based denoising. Digit. Signal Process. 32 (2014)
Hasan Kartlak, Niyazi Odabasioglu, Aydin Akan
Optimum relay selection for cooperative spectrum sensing and transmission in cognitive networks. SIU (2014)
Fatma Patlar Akbulut, Erkan Akkur, Aydin Akan, B. Siddik Yarman
A Decision Support System to Determine Optimal Ventilator Settings. BMC Medical Informatics Decis. Mak. 14 (2014)
Ahmet Tartar, Aydin Akan
Performance of ensemble learning classifiers on malignant-benign classification of pulmonary nodules. SIU (2014)
Ahmet Tartar, Aydin Akan, Niyazi Kilic
A novel approach to malignant-benign classification of pulmonary nodules by using ensemble learning classifiers. EMBC (2014)
Ahmet Mert, Niyazi Zekiye Kilic, Aydin Akan
Evaluation of bagging ensemble method with time-domain feature extraction for diagnosing of arrhythmia beats. Neural Comput. Appl. 24 (2) (2014)
Ahmet Mert, Nihan Akkurt, Aydin Akan
EOG denoising using Empirical Mode Decomposition and Detrended Fluctuation Analysis. SIU (2014)
Ahmet Mert, Aydin Akan
Detrended fluctuation analysis for empirical mode decomposition based denoising. EUSIPCO (2014)
Hasan Kartlak, Niyazi Odabasioglu, Aydin Akan
Optimum relay selection for cooperative spectrum sensing and transmission in cognitive networks. EUSIPCO (2014)
Metin Ertas, Aydin Akan, Isa Yildirim, Mustafa E. Kamasak
Image denoising by using non-local means and Total Variation. SIU (2014)
Güray Gürkan, Aydin Akan, Tülay Ö. Seyhan
Analysis of brain connectivity changes after propofol injection by generalized partial directed coherence. Digit. Signal Process. 25 (2014)
Ahmet Mert, Aydin Akan
Hilbert-Huang Transform based hierarchical clustering for EEG denoising. EUSIPCO (2013)
Yesim Hekim Tanc, Aydin Akan
Modulation identification of digital M-ary QAM signals by Hilbert-Huang Transform. ICECS (2013)
Ahmet Tartar, Niyazi Kilic, Deniz Cebi Olgun, Aydin Akan
A new computer-aided detection system for pulmonary nodules. SIU (2013)
Sultan Aldirmaz, Lutfiye Durak-Ata, Aydin Akan, Luis F. Chaparro
Signal-adaptive discrete evolutionary transform as a sparse time-frequency representation. Digit. Signal Process. 23 (5) (2013)
Yesim Hekim Tanc, Aydin Akan
Modulation classification by Hilbert-Huang Transform. SIU (2013)
A. Hari, Osama A. S. Alkishriwo, Luis F. Chaparro, Aydin Akan
Non-stationary decomposition using the Discrete Linear Chirp transform (DLCT) for FM demodulation. EUSIPCO (2013)
Ahmet Tartar, Niyazi Kilic, Aydin Akan
Classification of Pulmonary Nodules by Using Hybrid Features. Comput. Math. Methods Medicine 2013 (2013)
Luis F. Chaparro, Ervin Sejdic, Azime Can, Osama A. S. Alkishriwo, Seda Senay, Aydin Akan
Asynchronous Representation and Processing of Nonstationary Signals : A Time-Frequency Framework. IEEE Signal Process. Mag. 30 (6) (2013)
Ahmet Tartar, Niyazi Kilic, Aydin Akan
A new method for pulmonary nodule detection using decision trees. EMBC (2013)
Cengiz Bektas, Aydin Akan, Sedef Kent, Süleyman Baykut
Spectrum sensing using empirical mode decomposition and relative entropy. SIU (2013)
Ahmet Mert, Aydin Akan
Analysis of EEG signals by emprical mode decomposition and mutual information. SIU (2013)
M. Akif Meydanci, Caglar Adali, Metin Ertas, Murat Dizbay, Aydin Akan
RFID based hand hygiene compliance monitoring station. ICCSCE (2013)
Hasan Kartlak, Niyazi Odabasioglu, Aydin Akan
Adaptive multiple relay selection and power optimization for cognitive radio networks. COMM (2012)
Erol Duymaz, Aydin Akan
A novel DCT based digital audio watermarking method. SIU (2012)
Cengiz Bektas, Aydin Akan
Wavelet transform approach to energy based spectrum sensing. SIU (2012)
Sultan Aldirmaz, Lutfiye Durak-Ata, Aydin Akan
Channel estimation for a wireless communication systems with chirp carriers. SIU (2012)
Hasan Kartlak, Niyazi Odabasioglu, Aydin Akan
Performance improvement of secondary user transmission in cognitive radio networks. SIU (2012)
Cengiz Bektas, Aydin Akan, Niyazi Odabasioglu
Energy based spectrum sensing using wavelet transform for fading channels. ICUMT (2012)
Hasan Kartlak, Cengiz Bektas, Niyazi Odabasioglu, Aydin Akan
An optimum relay selection for cooperative transmission and spectrum sensing in cognitive networks. ICUMT (2012)
Esra Saatci, Aydin Akan
Posterior Cramer-Rao Lower Bounds for dual Kalman estimation. Digit. Signal Process. 22 (1) (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Aydin Akan