| Issue Date | Title | Author(s) |
| 2019 | 1-D Convolutional Neural Networks for Signal Processing Applications | Kiranyaz, Serkan; İnce, Türker ; Abdeljaber, Osama; Avcı, Onur; Gabbouj, Moncef |
| 2019 | 1-D Convolutional Neural Networks for Signal Processing Applications | Kiranyaz, Serkan; İnce, Türker ; Abdeljaber, O.; Avci, O.; Gabbouj, M. |
| 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. |
| 2024 | Alzheimer's Dementia Detection: an Optimized Approach Using Itd of Eeg Signals | Sen, Sena Yagmur ; Akan, Aydin ; Cura, Ozlem Karabiber |
| 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 |
| 2025 | Audio-Based Anomaly Detection in Industrial Machines Using Deep One-Class Support Vector Data Description | Kilickaya, S. ; Ahishali, M.; Celebioglu, C.; Sohrab, F.; Eren, L.; Ince, T.; Gabbouj, M. |
| 2021 | Audio-Visual Speech Recognition Using 3d Convolutional Neural Networks | Belhan C.; Fikirdanis D.; Cimen O.; Pasinli P.; Akgun Z.; Yayci Z.O.; Türkan, Mehmet |
| 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 |
| 2025 | Bearing Fault Detection in Adjustable Speed Drives Via Self-Organized Operational Neural Networks | Kılıçkaya, Sertaç ; Eren, Levent |
| 2020 | Binocular Vision Based Convolutional Networks | Oktar Y. ; Ulucan O.; Karakaya D.; Ersoy E.O.; Türkan, Mehmet |
| 2022 | Biosignal Time-Series Analysis | Kiranyaz S.; İnce, Türker ; Chowdhury M.E.H.; Degerli A.; Gabbouj, Moncef |
| 2022 | Bir Yangın Müdahale Kulesi | Kozanoğlu, Celalettin ; Aşkar, Murat |
| 2022 | Blind Ecg Restoration by Operational Cycle-Gans | Kiranyaz, Serkan; Devecioglu, Ozer Can; İnce, Türker ; Malik, Junaid; Chowdhury, Muhammad; Hamid, Tahir; Mazhar, Rashid |
| 2015 | Block Prediction Using Approximate Template Matching | Zepeda J.; Türkan, Mehmet ; Thoreau D. |
| 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 |
| 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. |
| 2020 | Classification Via Simplicial Learning | Oktar Y.; Türkan, Mehmet |
| 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 | A Comparative Study on Electronic Nose Data Analysis Tools | Karakaya D.; Ulucan O.; Türkan, Mehmet |
| 2024 | A Comparative Study on Skin Cancer Detection: Multi-Class Vs. Binary | Basut, Sudenaz; Kurtbas, Yagmur; Guler, Nilay; Okur, Erdem ; Turkan, Mehmet |
| 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 |
| 2025 | Comparison of Machine Learning Methods for Limited Predictive Maintenance | Ozkul, Timur; Topalli, Ayca |
| 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 |
| 2024 | Consumer Preference Estimation Using Eeg Signals and Deep Learning | Ceylan, B.; Çekiç, Y.; Akan, Aydın |
| 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 |
| 2024 | Çocuklar İçin Yaşamsal İşaretleri Takip Eden Ekosistem Tasarımı | Akbugday, Burak ; Kizil, Melahat ; Akan, Aydin |
| 2024 | Çoklu Biyosensör Dizilerinin Nesnelerin İnterneti ile Uzaktan İzlenmesi için Altyapı Oluşturulması | Topalli, Ayca Kumluca |
| 2022 | Dataset for Multi-Channel Surface Electromyography (semg) Signals of Hand Gestures | Ozdemir, Mehmet Akif; Kisa, Deniz Hande; Guren, Onan; Akan, Aydin |
| 2024 | Decoding Olfactory EEG Signals Using Multi-Domain Features and Machine Learning | Sude Pehlivan, Akbugday ; Akbuğday, Burak ; Yeganli, Faezeh ; Akan, Aydin ; Rıza Sadıkzade |
| 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. |
| 2019 | Deep Learning Based Melanoma Detection From Dermoscopic Images | Berkay M.; Mergen E.H.; Binici R.C.; Bayhan Y.; Gungor A.; Okur E. ; Unay D. ; Türkan, Mehmet |
| 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. |
| 2024 | Dermoscopic Lesion Segmentation Via Optimal Color Channel Fusion | Okur, Erdem ; Unay, Devrim ; Turkan, Mehmet |
| 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 |
| 2024 | Detection of Alzheimer's Dementia by Using Eeg Feature Maps and Deep Learning | Sude Pehlivan, Akbugday ; Cura, Ozlem Karabiber; Akbugday, Burak ; 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 | Sude Pehlivan, Akbugday ; Akbuğday, Burak ; 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 |
| 2017 | Dictionary Learning With Residual Codes | Oktar Y.; Türkan, Mehmet |
| 2024 | Discovering Granger Causality With Convolutional Neural Networks | Sahinoglu, Oktay; Kumluca Topalli, Ayca ; Topalli, Ihsan |
| 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. |
