| Issue Date | Title | Author(s) |
| 2019 | 1-D Convolutional Neural Networks for Signal Processing Applications | Kiranyaz, Serkan; İnce, Türker ; Abdeljaber, O.; Avci, O.; Gabbouj, M. |
| 2019 | 1-D Convolutional Neural Networks for Signal Processing Applications | Kiranyaz, Serkan; İnce, Türker ; Abdeljaber, Osama; Avcı, Onur; Gabbouj, Moncef |
| 2021 | 1D convolutional neural networks and applications: A survey | Kiranyaz, Serkan; Avcı, Onur; Abdeljaber, Osama; İnce, Türker ; Gabbouj, Moncef; Inman, Daniel J. |
| 2020 | Abnormal ECG Beat Detection Based on Convolutional Neural Networks | Ozdemir M.A.; Guren O.; Cura O.K.; Akan A. ; Onan A. |
| 2021 | Analysis of epileptic EEG signals by using dynamic mode decomposition and spectrum | Cura, Ozlem Karabiber; Akan, Aydin |
| 2016 | Analysis of High-Dimensional Phase Space via Poincare Section for Patient-Specific Seizure Detection | Zabihi, Morteza; Kiranyaz, Serkan; Rad, Ali Bahrami; Katsaggelos, Aggelos K.; Gabbouj, Moncef; İnce, Türker |
| 2022 | Analysis of the quadratus lumborum muscle activity on leg length discrepancy: A randomized controlled trial | Eryigit, Sevim; Al Kafee, Abdullah; Akan, Aydin |
| 2013 | Application of evolutionary algorithms to garment design | İnce, Türker ; Vuruşkan A. ; Bulgun E. ; Güzeliş C. |
| 2021 | The Application of Kalman Filter for Lead-Acid Battery State of Charge Estimation | Tekkok, Sercan Cagdas; Bostanci, Bekir; Soyunmez, Mehmet Emre; Oğuz Ekim, Pınar |
| 2019 | Applying Model Driven Engineering Techniques to the Development of Contiki-based IoT Systems | Asici, Tansu Zafer; Karaduman, Burak; Eslampanah, Raheleh ; Challenger, Moharram; Denil, Joachim; Vangheluwe, Hans |
| 2022 | Arrhythmic Heartbeat Classification Using 2D Convolutional Neural Networks | Degirmenci, M.; Ozdemir, M. A.; Izci, E.; Akan, Aydın |
| 2022 | An Assessment of Linear and Nonlinear Features for Detecting Olfactory Stimulus in EEG | Akbugday, Burak ; Akan, Aydin ; Pehlivan, Sude ; Sadighzadeh, Reza |
| 2023 | Attention deficit hyperactivity disorder recognition based on intrinsic time-scale decomposition of EEG signals | Cura, Ozlem Karabiber; Atli, Sibel Kocaaslan; Akan, Aydin |
| 2021 | Audio Melody Extraction from Heterophonic Turkish Maqam Music | Simsek, Berrak Ozturk; Akan, Aydin |
| 2020 | Audio Melody Extraction from Monophonic Turkish Maqam Music | Simsek, Berrak Ozturk; Akan, Aydin |
| 2014 | Automated patient-specific classification of long-term Electroencephalography | Kiranyaz, Serkan; İnce, Türker ; Zabihi, Morteza; Ince, Dilek |
| 2008 | Automated patient-specific classification of premature ventricular contractions | İnce, Türker ; Kiranyaz, Serkan; Gabbouj, Moncef |
| 2023 | Automated Segmentation of Gray and White Matter Regions in Brain MRI Images for Computer Aided Diagnosis of ADHD | Cicek, G.; Akan, Aydın |
| 2017 | Bearing Fault Detection by One-Dimensional Convolutional Neural Networks | Eren, Levent |
| 2022 | Biosignal time-series analysis | Kiranyaz S.; İnce, Türker ; Chowdhury M.E.H.; Degerli A.; Gabbouj, Moncef |
| 2022 | Blind ECG Restoration by Operational Cycle-GANs | Kiranyaz, Serkan; Devecioglu, Ozer Can; İnce, Türker ; Malik, Junaid; Chowdhury, Muhammad; Hamid, Tahir; Mazhar, Rashid |
| 2018 | Broken rotor bar detection via four-band wavelet packet decomposition of motor current | Cekic, Yalcin; Eren, Levent |
| 2023 | Channel Contributions of EEG in Emotion Modelling Based on Multivariate Adaptive Orthogonal Signal Decomposition | Ozel, Pinar; Akan, Aydin |
| 2011 | Classification and retrieval on macroinvertebrate image databases | Kiranyaz, Serkan; İnce, Türker ; Pulkkinen, Jenni; Gabbouj, Moncef; Arje, Johanna; Karkkainen, Salme; Tirronen, Ville |
| 2023 | Classification of ADHD by Using Multiple Feature Maps of EEG Signals and Deep Feature Extraction | Cura, O.K.; Atli, S.K.; Şen, Sena Yağmur ; Akan, Aydın |
| 2024 | Classification of Alzheimer's dementia EEG signals using deep learning | Sen, Sena Yağmur; Karabiber Cura, Özlem; Yılmaz, Gülce Coşku; Akan, Aydın |
| 2021 | Classification of Alzheimers' Dementia by Using Various Signal Decomposition Methods | Cura, Ozlem Karabiber; Yilmaz, Gulce Cosku; Ture, Hatice Sabiha; Akan, Aydin |
| 2022 | Classification of Dementia EEG Based on Sub-bands Using Time-Frequency Approaches | Cura O.K.; Yilmaz G.C.; Ture H.S.; Akan A. |
| 2023 | Classification of Dementia EEG Signals by Using Time-Frequency Images for Deep Learning | Şen, Sena Yağmur ; Cura, O.K.; Akan, Aydın |
| 2023 | Classification of Epileptic and Psychogenic Nonepileptic Seizures via Time-Frequency Features of EEG Data | Karabiber Cura, Ozlem; Akan, Aydın ; Türe, Hatice Sabiha |
| 2020 | Classification of Epileptic EEG Signals Using Dynamic Mode Decomposition | Cura O.K.; Pehlivan S.; Akan A. |
| 2021 | Classification of Epileptic EEG Signals Using Synchrosqueezing Transform and Machine Learning | Cura, Ozlem Karabiber; Akan, Aydin |
| 2022 | Classification of Hand Gestures using sEMG Signals and Hilbert-Huang Transform | Kisa, Deniz Hande; Ozdemir, Mehmet Akif; Guren, Onan; Akan, Aydin |
| 2010 | Classification of Holter registers by dynamic clustering using multi-dimensional particle swarm optimization | Kiranyaz S.; İnce, Türker ; Pulkkinen J.; Gabbouj M. |
| 2021 | Classification of polarimetric SAR images using compact convolutional neural networks | Ahishali, Mete; Kiranyaz, Serkan; İnce, Türker ; Gabbouj, Moncef |
| 2010 | Classification of polarimetric SAR images using evolutionary RBF networks | İnce, Türker ; Kiranyaz S.; Gabbouj, Moncef |
| 2021 | Classification of Psychogenic Non-epileptic Seizures Using Synchrosqueezing Transform of EEG Signals | Cura O.K.; Yilmaz G.C.; Türe H.S.; Akan A. |
| 2018 | A Cloud and Contiki based Fire Detection System using Multi-Hop Wireless Sensor Networks | Karaduman, Burak; Asici, Tansu; Challenger, Moharram; Eslampanah, Raheleh |
| 2012 | Collective Network of Binary Classifier Framework for Polarimetric SAR Image Classification: An Evolutionary Approach | Kiranyaz, Serkan; İnce, Türker ; Uhlmann, Stefan; Gabbouj, Moncef |
| 2011 | Collective network of evolutionary binary classifiers for content-based image retrieval | Kiranyaz S.; Uhlmann S.; Pulkkinen J.; Gabbouj, Moncef; İnce, Türker |
| 2023 | Combinations of EEG Topographic Feature Maps for the Classification of ADHD | Pehlivan, Sude ; Akdemir, Onur; Cura, O.K.; Akbuğday, Burak ; Akan, Aydın |
| 2019 | A Comparative Analysis on Fruit Freshness Classification | Karakaya, Diclehan; Ulucan, Oguzhan; Turkan, Mehmet |
| 2016 | A comparative evaluation of feature selection algorithms for cancer classification through gene expression data | Taşçı, Aslı |
| 2020 | Comparison of Different Machine Learning Techniques for the Cuffless Estimation of Blood Pressure using PPG Signals | Kilickaya, Sertac ; Guner, Aytug; Dal, Baris |
| 2017 | A Comparison of Feature Selection Algorithms for Cancer Classification Through Gene Expression Data: Leukemia Case | Taşçı, Aslı ; İnce, Türker ; Guzelis, Cuneyt |
| 2020 | Comparison of Parallel Magnetic Resonance Imaging Algorithms: PILS and SENSE | Dorum E.; Unay M.; Guren O.; Akan A. |
| 2017 | Comparison of Polarimetric SAR Features for Terrain Classification Using Incremental Training | İnce, Türker ; Ahishali, Mete; Kiranyaz, Serkan |
| 2011 | Comparison OF Wavelet Based Feature Extraction Methods for Speech/Music Discrimination [Article] | Duzenli, Timur ; Ozkurt, Nalan |
| 2018 | ContikiOS Based Library Fire Detection System | Karaduman, Burak; Challenger, Moharram; Eslampanah, Raheleh |
| 2022 | Convolutional neural networks and applications on civil infrastructure | Avci O.; Abdeljaber O.; Kiranyaz S.; İnce, Türker ; Inman D.J. |
| 2015 | Convolutional Neural Networks for patient-specific ECG classification | Kiranyaz S.; İnce, Türker ; Hamila R.; Gabbouj, Moncef |
| 2012 | Customer Churn Prediction for Telecom Services | Yabaş, Utku ; Cankaya, Hakki Candan ; İnce, Türker |
| 2022 | Dataset for multi-channel surface electromyography (sEMG) signals of hand gestures | Ozdemir, Mehmet Akif; Kisa, Deniz Hande; Guren, Onan; Akan, Aydin |
| 2022 | Decimal States Smart Grid Operations Concept: Technical Solution and Benefit for Renewable Energy Integration | Ouedraogo, Kiswendsida Elias; Oguz Ekim P. ; Demirok, Erhan |
| 2021 | Deep Learning Approach Versus Traditional Machine Learning for ADHD Classification | Cicek, Gulay; Akan, Aydin |
| 2020 | Deep Learning Based Facial Emotion Recognition System | Ozdemir M.A.; Elagoz B.; Alaybeyoglu Soy A.; Akan A. |
| 2022 | Deep learning-based computer-aided diagnosis system for attention deficit hyperactivity disorder classification using synthetic data | Cicek G.; Akan A. |
| 2022 | Deep Time-Frequency Feature Extraction for Alzheimer's Dementia EEG Classification | Cura, Ozlem Karabiber; Yilmaz, Gulce C.; Ture, H. Sabiha; Akan, Aydin |
| 2023 | DeepSurvLiver: Predicting Post-Operative Survival after Liver Transplantation | Bonyani, M.; Yeganli, Faezeh ; Yeganli, S.F.; Shahidi, N. |
| 2020 | Design of a New System for Upper Extremity Movement Ability Assessment | Cizmeciogullari S.; Kocak M.; Mihcin S.; Tosun A.; Akan A. |
| 2024 | Design of an interactive fashion recommendation platform with intelligent systems | Vuruşkan, Arzu ; Demırkıran, Gokhan; Bulgun, Ender ; İnce, Türker ; Güzeliş, Cuneyt |
| 2023 | Detection of Alzheimer's Dementia by Using Deep Time-Frequency Feature Extraction | Karabiber Cura, Özlem; Türe, H. Sabiha; Akan, Aydin |
| 2022 | Detection of Alzheimer's Dementia by Using Signal Decomposition and Machine Learning Methods | Cura, Ozlem Karabiber; Akan, Aydin ; Yilmaz, Gulce Cosku; Ture, Hatice Sabiha |
| 2023 | Detection of Alzheimer's Dementia Using Intrinsic Time Scale Decomposition of EEG Signals and Deep Learning | Şen, Sena Yağmur ; Cura, O.K.; Akan, Aydın |
| 2024 | Detection of Attention Deficit Hyperactivity Disorder based on EEG feature maps and deep learning | Karabiber Cura, Özlem; Akan, Aydın ; Kocaaslan Atlı, Sibel |
| 2023 | Detection of Attention Deficit Hyperactivity Disorder by Using EEG Feature Maps and Deep Learning | Akbuğday, Burak ; Bozbas, O. A.; Cura, O.K.; Pehlivan, Sude ; Akan, Aydın |
| 2023 | Detection of Attention Deficit Hyperactivity Disorder using Decision-level Fusion of Brain Connectivity Information Based on Deep Learning | Cura, O.K.; Ciklacandir, F.G.; Akan, Aydın ; Atli, S.K. |
| 2022 | Detection of Attention Deficit Hyperactivity Disorder Using EEG Signals and Douglas-Peucker Algorithm | Cura, Ozlem Karabiber; Aydin, Gamze N.; Celen, Sibel; Atli, Sibel Kocaaslan; Akan, Aydin |
| 2022 | Detection of Olfactory Stimulus from EEG Signals for Neuromarketing Applications | Pehlivan S.; Akbugday B.; Akan A. ; Sadighzadeh R. |
| 2024 | Detection of Olfactory Stimulus in Electroencephalogram Signals Using Machine and Deep Learning Methods | Akbuğday, Burak ; Akbugday, S.P.; Sadikzade, R.; Akan, A.; Unal, S. |
| 2023 | Detection of the Effects of Environmental Condition on Attention/Memory Using EEG Signals | Arinc, A.; Akbuğday, Burak ; Akbugday, S.P.; Akan, Aydın |
| 2019 | Determination of power transfer capability by a bisection-like algorithm via power-flow solutions | Bilir B. ; Yilmaz M. |
| 2021 | A Diagnostic Strategy via Multiresolution Synchrosqueezing Transform on Obsessive Compulsive Disorder | Ozel, Pinar; Olamat, Ali; Akan, Aydin |
| 2018 | DSML4TinyOS: Code generation for wireless devices | Marah H.M.; Eslampanah, Raheleh ; Challenger M. |
| 2019 | Dual and Single Polarized SAR Image Classification Using Compact Convolutional Neural Networks | Ahishali, Mete; Kiranyaz, Serkan; İnce, Türker ; Gabbouj, Moncef |
| 2010 | Dynamic data clustering using stochastic approximation driven multi-dimensional particle swarm optimization | Kiranyaz S.; İnce, Türker ; Gabbouj, Moncef |
| 2021 | A dynamic mode decomposition based approach for epileptic EEG classification | Cura O.K.; Ozdemir M.A.; Akan A. ; Pehlivan S. |
| 2021 | Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks | İnce, Türker ; Malik, Junaid; Devecioglu, Ozer Can; Kiranyaz, Serkan; Avcı, Onur; Eren, Levent ; Gabbouj, Moncef |
| 2009 | Early Forest Fire Detection Using Radio-Acoustic Sounding System | Sahin, Yasar Guneri ; İnce, Türker |
| 2020 | ECG Arrhythmia Detection with Deep Learning | Izci, Elif; Degirmenci, Murside; Ozdemir, Mehmet Akif; Akan, Aydin |
| 2021 | An EEG and Machine Learning based Method for the Detection of Major Depressive Disorder | Izci, Elif; Ozdemir, Mehmet Akif; Akan, Aydin ; Ozcoban, Mehmet Akif; Arikan, Mehmet Kemal |
| 2020 | EEG based Epileptic Seizures Detection using Intrinsic Time-Scale Decomposition | Degirmenci M.; Akan A. |
| 2020 | EEG based Fpileptic Seizures Detection using Intrinsic Time-Scale Decomposition | Degirmenci, Murside; Akan, Aydin |
| 2020 | An EEG Based Liking Status Detection Method for Neuromarketing Applications | Ceylan, Burak; Tuzun, Serkan; Akan, Aydın |
| 2020 | EEG Based Mental Workload Estimation System | Cebeci, Bora; Akan, Aydin ; Sutcubasi, Bemis |
| 2021 | EEG-based emotion recognition with deep convolutional neural networks | Ozdemir, Mehmet Akif; Degirmenci, Murside; Izci, Elf; Akan, Aydin |
| 2017 | The effect of automated taxa identification errors on biological indices | Arje, Johanna; Karkkainen, Salme; Meissner, Kristian; Iosifidis, Alexandros; İnce, Türker ; Gabbouj, Moncef; Kiranyaz, Serkan |
| 2013 | Effect of current resampling in Motor Current Signature Analysis | Eren L. ; Devaney M.J. |
| 2020 | The EKF based Localization and Initialization Algorithms with UWB and Odometry for Indoor Applications and ROS Ecosystem | Oguz-Ekim P. ; Bostanci B.; Tekkok S.C.; Soyunmez E. |
| 2022 | Electrogastrography in Patients with Functional Dyspepsia, Joint Hypermobility, and Diabetic Gastroparesis | Al Kafee, Abdullah; Cilaci, Talar; Kayar, Yusuf; Akan, Aydin |
| 2020 | Electronic Nose and Its Applications: A Survey | Karakaya, Diclehan; Ulucan, Oguzhan; Turkan, Mehmet |
| 2020 | EMG based Hand Gesture Classification using Empirical Mode Decomposition Time-Series and Deep Learning | Kisa D.H.; Ozdemir M.A.; Guren O.; Akan A. |
| 2020 | EMG based Hand Gesture Recognition using Deep Learning | Ozdemir M.A.; Kisa D.H.; Guren O.; Onan A.; Akan A. |
| 2022 | Enhanced bearing fault detection using multichannel, multilevel 1D CNN classifier | Ozcan, Ibrahim Halil; Devecioglu, Ozer Can; İnce, Türker ; Eren, Levent ; Askar, Murat |
| 2022 | Enhancing Two-Photon Images for Anatomical Visualisation using Super-Resolution | Aydeniz, Burhan; Metin, Safa Can; Turkan, Mehmet ; Unay, Devrim ; Karayannis, Theofanis; Argunsah, Ali Ozgur |
| 2021 | Epileptic EEG Classification by Using Time-Frequency Images for Deep Learning | Ozdemir, Mehmet Akif; Cura, Ozlem Karabiber; Akan, Aydin |
| 2020 | Epileptic EEG Classification Using Synchrosqueezing Transform and Machine Learning | Cura O.K.; Akan A. |
| 2021 | Epileptic EEG classification using synchrosqueezing transform with machine and deep learning techniques | Cura O.K.; Ozdemir M.A.; Akan A. |
| 2020 | Epileptic seizure classifications using empirical mode decomposition and its derivative | Cura, Ozlem Karabiber; Atli, Sibel Kocaaslan; Ture, Hatice Sabiha; Akan, Aydin |
| 2020 | Estimation of Emotion Status Using IAPS Image Data Set | Yesilkaya B.; Guren O.; Bahar M.T.; Turhal L.N.; Akan A. |
