| Issue Date | Title | Author(s) |
| 2020 | Classification of 3b alzheimer's mr images using voxel values in volumetric loss regions | Öziç, Muhammet Üsame; Özşen, Seral |
| 2021 | Classification of Coronavirus (COVID-19) fromX-rayandCTimages using shrunken features | Öztürk, Şaban; Özkaya, Umut ; Barstuğan, Mücahid |
| 2020 | Classification of Mammography Images by Transfer Learning | Solak, Ahmet ; Ceylan, Rahime |
| 2020 | Classification of Medical Thermograms Belonging Neonates by Using Segmentation, Feature Engineering and Machine Learning Algorithms | Örnek, Ahmet Haydar; Ervural, Saim; Ceylan, Murat ; Konak, Murat; Soylu, Hanifi; Savaşçı, Duygu |
| 2020 | Classification of Medical Thermograms using Transfer Learning | Örnek, Ahmet Haydar; Ceylan, Murat |
| 2021 | Classification of neonatal diseases with limited thermal Image data | Ervural, Saim; Ceylan, Murat |
| 2020 | Classification of Sleep Stages Using PSG Recording Signals | Koca, Yasin; Özşen, Seral ; Göğüş, Fatma Zehra; Tezel, Gülay ; Küççüktürk, Serkan; Vatansev, Hülya |
| 2022 | CNN based sensor fusion method for real-time autonomous robotics systems | Yıldız, Berat; Durdu, Akif ; Kayabaşı, Ahmet; Duramaz, Mehmet |
| 2021 | A CNN-based novel solution for determining the survival status of heart failure patients with clinical record data: numeric to image | Aslan, Muhammet Fatih; Sabancı, Kadir; Durdu, Akif |
| 2021 | CNN-based transfer learning-BiLSTM network: A novel approach for COVID-19 infection detection | Aslan, Muhammet Fatih; Ünlerşen, Muhammed Fahri; Sabancı, Kadir; Durdu, Akif |
| 2023 | CodCAM: A new ensemble visual explanation for classification of medical thermal images | Örnek, Ahmet Haydar; Ceylan, Murat |
| 2019 | Cognitive Networks in the Presence of I/Q Imbalance and Imperfect CSI: Receiver Design and Performance Analysis | Alsmadi, Malek Mohammad; Canbilen, Ayşe Elif ; Abu Ali, Najah; Ikki, Salama Said; Başar, Ertuğrul |
| 2021 | A Compact Size 5G Hairpin Bandpass Filter with Multilayer Coupled Line | Abdullah, Qazwan; Aydoğdu, Ömer ; Salh, Adeeb; Farah, Nabil; Talib, Hairul Nizam; Sadeq, Taha; Saif, Abdu |
| 2021 | Comparative Regression Analysis for Estimating Resonant Frequency of C-Like Patch Antennas | Özkaya, Umut ; Yiğit, Enes; Seyfi, Leventl ; Öztürk, Şaban; Singh, Dilbag |
| 2020 | Comparison Global Brain Volume Ratios on Alzheimer’s Disease Using 3D T1 Weighted MR Images | Öziç, Muhammet Üsame; Özşen, Seral |
| 2019 | Comparison of Contourlet and Time-Invariant Contourlet Transform Performance for Different Types of Noises and Images | Aslan, Muhammet Fatih; Sabancı, Kadir; Durdu, Akif |
| 2022 | Comparison of Far Field and Near Field Values of Skin Tissue Measured Using Microstrip Antenna Structure | Toprak, Rabia; Gültekin, Seyfettin Sinan; Uzer, Dilek |
| 2018 | A comparison of Improved Nature-Inspired Algorithms for Optimal Power System Operation | Shehu, Gaddafi S.; Çetinkaya, Nurettin |
| 2021 | Comparison of linear discriminant analysis, support vector machines and naive bayes methods in the classification of neonatal hyperspectral signatures | Cihan, Mücahit; Ceylan, Murat |
| 2022 | Comparison of ML algorithms to distinguish between human or human-like targets using the HOG features of range-time and range-Doppler images in through-the-wall applications | Acar, Yunus Emre; Saritas, İsmail; Yaldız, Ercan |
| 2022 | Comparison of Time-Frequency Analyzes for a Sleep Staging Application with CNN | Efe, Enes; Özşen, Seral |
| 2019 | Comparison of Traditional Transformations for Data Augmentation in Deep Learning of Medical Thermography | Örnek, Ahmet Haydar; Ceylan, Murat |
| 2022 | A comprehensive study about low-cost and limited bandwidth FMCW bio-radar: detailed analyses on vital signs measurements | Şeflek, İbrahim ; Yaldız, Ercan |
| 2020 | A comprehensive study of brain tumour discrimination using phase combinations, feature rankings, and hybridised classifiers | Koyuncu, Hasan ; Barstuğan, Mücahid ; Öziç, Muhammet Üsame |
| 2022 | A Comprehensive Survey of the Recent Studies with UAV for Precision Agriculture in Open Fields and Greenhouses | Aslan, Muhammet Fatih; Durdu, Akif ; Sabancı, Kadir; Ropelewska, Ewa; Gültekin, Seyfettin Sinan |
| 2021 | Convolutional Neural Networks-Based Approach to Detect Neonatal Respiratory System Anomalies with Limited Thermal Image | Ervural, Saim; Ceylan, Murat |
| 2021 | Coronavirus (Covid-19) classification using CT images by machine learning methods | Barstuğan, Mücahid ; Özkaya, U. ; Öztürk, Ş. |
| 2023 | CoSleepNet: Automated sleep staging using a hybrid CNN-LSTM network on imbalanced EEG-EOG datasets | Efe, Enes; Özşen, Seral |
| 2022 | COVID-19 diagnosis using state-of-the-art CNN architecture features and Bayesian Optimization | Aslan, Muhammet Fatih; Sabancı, Kadir; Durdu, Akif ; Ünlerşen, Muhammed Fahri |
| 2021 | COVID-19 discrimination framework for X-ray images by considering radiomics, selective information, feature ranking, and a novel hybrid classifier | Koyuncu, Hasan ; Barstuğan, Mücahid |
| 2022 | COVID-19 Isolation Control Proposal via UAV and UGV for Crowded Indoor Environments: Assistive Robots in the Shopping Malls | Aslan, Muhammet Fatih; Hasikin, Khairunnisa; Yusefi, Abdullah; Durdu, Akif ; Sabancı, Kadir; Azizan, Muhammad Mokhzaini |
| 2020 | Cramer-Rao Bound Approach and Error Performance for Spatial Modulation over Beckmann Fading Channels | Canbilen, Ayşe Elif ; Ikki, Salama Said |
| 2021 | D2D-V2X-SDN: Taxonomy and Architecture Towards 5G Mobile Communication (vol 9, pg 155507, 2021) | He, Ying; Khan, Habib Ullah; Zhang, Kai; Wang, Wei; Choi, Bong Jun; Aly, Ayman A.; Aydoğdu, Ömer |
| 2021 | D2D-V2X-SDN: Taxonomy and Architecture Towards 5G Mobile Communication System | He, Ying; Khan, Habib Ullah; Zhang, Kai; Wang, Wei; Choi, Bong Jun; Aly, Ayman A.; Aydoğdu, Ömer |
| 2020 | Data Mining in A Smart Traffic Light Control System Based on Image Processing and KNN Classification Algorithm | Yusefi, Abdullah; Altun, Adem Alpaslan; Sungur, Cemil |
| 2021 | Deep Learning Based Super Resolution and Classification Applications for Neonatal Thermal Images | Şenalp, Fatih Mehmet; Ceylan, Murat |
| 2022 | Deep learning based super resolution application for a new data set consisting of thermal facial images | Şenalp, Fatih Mehmet; Ceylan, Murat |
| 2020 | Deep Learning Methods in Unmanned Underwater Vehicles | Ataner, Ercan; Özdeş, Büşra; Öztürk, Gamze; Çelik, Taha Yasin Can; Durdu, Akif ; Terzioğlu, Hakan |
| 2021 | Deep Learning-Based Approaches to Improve Classification Parameters for Diagnosing COVID-19 from CT Images | Yaşar, Hüseyin; Ceylan, Murat |
| 2020 | Deep learning-based weathering type recognition in historical stone monuments | Hatır, Mehmet Ergün; Barstuğan, Mücahid ; İnce, İsmail |
| 2021 | Deep Transfer Learning and Majority Voting Approaches for Osteoporosis Classification | Ashames, M.M.; Ceylan, Murat ; Jennane, R. |
| 2020 | Derin öğrenme yöntemleri ile GPR B tarama görüntülerinin analizi | Özkaya, Umut |
| 2022 | Design and implementation of a Quasi-Z-Source inverter | Endiz, Mustafa Sacid; Akkaya, Ramazan |
| 2019 | Design and implementation of a test setup for electric mobility scooter for the disabled | Akkaya, Ramazan ; Kazan, Fatih Alpaslan |
| 2020 | Design and Implementation of a Wind Turbine Emulator Using an Induction Motor and Direct Current Machine | Gökkuş, Göksel; Kulaksız, Ahmet Afşin |
| 2018 | Design and Simulation of the Hierarchical Tree Topology Based Wireless Drone Networks | Çeltek, Seyit Alperen; Durdu, Akif ; Kurnaz, Ender |
| 2019 | Design of a Distributed Control System with Fuzzy Logic Controller and PLC in Wireless Sensor Network Based Industrial Environments and Monitoring the System with RFID | Durdu, Akif ; Bozkurt, Üzeyir İlbay; Ergene, Mehmet Celalettin |
| 2020 | Design of a Fuzzy Logic-based MPPT Controller for a PV System Employing Sensorless Control of MRAS-based PMSM | Anwer, Abbas Mahmood Oghor; Omar, Fuad Alhaj; Kulaksız, Ahmet Afşin |
| 2021 | Design of adaptive speed control system with model predictive control | Budak, S.; Sungur, C. ; Terzioğlu, H. |
| 2020 | Design of Communication and Power Systems in Unmanned Underwater Vehicles | Ataner, Ercan; Özdeş, Büşra; Öztürk, Gamze; Çelik, Taha Yasin Can; Durdu, Akif ; Terzioğlu, Hakan |
| 2021 | A detailed study about CDW-PSO, BWO and GM-CPSO methods on continuous function optimization | Koyuncu, Hasan |
| 2020 | Detection of Defects on Single-Bead Welding by Machine Learning Methods | Barstuğan, Mücahid ; Ceran, Yavuz Selim; Yılmaz, Musa; Dündar, Niyazi Adem |
| 2021 | Detection of Vortex Cavitation With The Method Adaptive Neural Fuzzy Networks in the Deep Well Pumps | Durdu, Akif ; Çeltek, Seyit Alperen; Orhan, Nuri |
| 2020 | Determination of Cardiovascular Occlusion with Microstrip Antennas | Uyanık, H.; Uzer, Dilek ; Top, R.; Gültekin, S.S. |
| 2021 | Determination of the Amount of Grain in Silos With Deep Learning Methods Based on Radar Spectrogram Data | Duysak, Hüseyin; Özkaya, Umut ; Yiğit, Enes |
| 2022 | Development of a Test System to Make Circularity Measurements of Rubber Bushing After Stress Relief br | Özel, Muhammed Abdullah; Baysal, Selim Sefa; Sungur, Cemil |
| 2020 | DIJKSTRA ALGORITHM USING UAV PATH PLANNING | Dhulkefl, Elaf; Durdu, Akif ; Terzioğlu, Hakan |
| 2021 | Dimension optimization of multi-band microstrip antennas using deep learning methods | Özkaya, Umut ; Seyfi, Leventl ; Öztürk, Şaban |
| 2020 | Discrete Time State Estimation with Kalman Filter and Adaptive LQR Control of a Time Varying Linear System | Levent, Mehmet Latif; Aydoğdu, Ömer ; Yücelbaş, Cüneyt |
| 2022 | Discrimination of Electrical Motor Faults in Thermal Images by using First-order Statistics and Classifiers | Sakallı, Gönül; Koyuncu, Hasan |
| 2020 | A Dual-input Multi-label Classification Approach for Non-Intrusive Load Monitoring via Deep Learning | Çimen, Halil; Palacios-Garcia, Emilio J.; Çetinkaya, Nurettin ; Vasquez, Juan C.; Guerrero, Josep M. |
| 2020 | DÜŞÜK MALİYETLİ SÜREKLİ DALGA DOPPLER RADARI İLE TEMASSIZ YAŞAMSAL BELİRTİ ÖLÇÜMÜ | Şeflek, İbrahim ; Yaldız, Ercan |
| 2020 | The effect of dictionary learning on weight update of AdaBoost and ECG classification | Barstuğan, Mücahid ; Ceylan, Rahime |
| 2021 | Effect of Generalized Improper Gaussian Noise and In-Phase/Quadrature-Phase Imbalance on Quadrature Spatial Modulation | Alsmadi, Malek M.; Canbilen, Ayşe Elif ; Abu Ali, Najah; Ikki, Salama Said |
| 2021 | The Effect of Increases in User Weight and Road Slope on Energy Consumption in Disabled Vehicle Driven with PMSM | Kazan, Fatih Alpaslan; Akkaya, Ramazan |
| 2021 | Effects of the deep learning-based super-resolution method on thermal image classification applications | Şenalp, Fatih Mehmet; Ceylan, Murat |
| 2021 | Efficient multitask learning analyses on grain silo measurement | Özkaya, Umut ; Duysak, Hüseyin; Yiğit, Enes |
| 2018 | An Efficient Retinal Blood Vessel Segmentation using Morphological Operations | Özkaya, Umut ; Öztürk, Şaban; Akdemir, B.; Seyfi, Leventl |
| 2019 | Eğitim amaçlı insan - makine etkileşimi ve fizik tedavi uygulaması | Erdoğan, Kemal |
| 2020 | Elektrik Tesislerinde Gerilim Kararlılığının Sağlanması için Kullanılan Yöntemler | Yeşilyurt, Tuğçe ; Akbal, Bahadır |
| 2020 | Elektrikli Araç Şarj Cihazlarında Kullanılan Güç Faktörü Düzeltmeli Yükseltici Tip Dönüştürücünün Analizi | Özdentürk, Aybüke; Akkaya, Ramazan |
| 2022 | ENDÜSTRİYEL TESİSLERDE GES BAĞLANDIKTAN SONRA REAKTİF/AKTİF GÜÇ ORANININ YSA İLE BELİRLENMESİ | İşin, Emine ; Çetinkaya, Nurettin |
| 2022 | Error Analysis of the Joint Localization and Synchronization of RIS-Assisted mm-Wave MISO-OFDM Under the Effect of Hardware Impairments | Ceniklioğlu, Büşra; Tubail, Deeb Assad; Canbilen, Ayse Elif ; Develi, İbrahim; İkki, Salama S. |
| 2022 | Error Bounds for 3D Localization and Maximum Likelihood Estimation of mm-Wave MISO OFDM Systems in the Presence of Hardware Impairments | Tubail, Deeb Assad; Ceniklioğlu, Buşra; Canbilen, Ayşe Elif ; Develi, Ibrahim; Ikki, Salama |
| 2021 | Evaluating Action Durations for Adaptive Traffic Signal Control Based On Deep Q-Learning | Çeltek, Seyit Alperen; Durdu, Akif ; Ali, Muzamil Eltejani Mohammed |
| 2020 | Evaluation and Comparison of Electromagnetic and Scattering Parameters Data of Two Microstrip Patch Antennas Operating in ISM Band for Cancer Detection | Top, Rabia; Gültekin, Seyfettin Sinan; Uzer, Dilek |
| 2021 | Evaluation of the relationship between the physical properties and capillary water absorption values of building stones by regression analysis and artificial neural networks | İnce, İsmail ; Bozdağ, Ali ; Barstuğan, Mücahid ; Fener, Mustafa |
| 2021 | Experimental evaluation of a hybrid global maximum power tracking algorithm based on modified firefly and perturbation and observation algorithms | Omar, Fuad Alhaj; Kulaksız, Ahmet Afşin |
| 2021 | Experimental evaluation of water cycle technique for control parameters optimization of double-fed induction generator-based wind turbine | Bakır, Hale; Merabet, Adel; Dhar, Rupak Kanti; Kulaksız, Ahmet Afşin |
| 2022 | Experimental Investigation of Range Measurement Error for Radar under Different Weather Conditions | Ünler, Tarık; Seyfi, Levent |
| 2021 | An experimental study: Detecting the respiration rates of multiple stationary human targets by stepped frequency continuous wave radar | Acar, Yunus Emre; Sarıtaş, İsmail; Yaldız, Ercan |
| 2021 | Explainable Artificial Intelligence (XAI): Classification of Medical Thermal Images of Neonates Using Class Activation Maps | Örnek, Ahmet H.; Ceylan, Murat |
| 2020 | Explainable Features in Classification of Neonatal Thermograms | Örnek, Ahmet Haydar; Ceylan, Murat |
| 2019 | An extensive study for binary characterisation of adrenal tumours | Koyuncu, Hasan ; Ceylan, Rahime ; Asoğlu, Semih; Cebeci, Hakan; Koplay, Mustafa |
| 2022 | Farklı konumsal tahmin yöntemlerinin toprak haritalama sonuçlarına etkisinin araştırılması | Akkaya, Ramazan |
| 2021 | Fast Evaluation of Unhealthy and Healthy Neonates Using Hyperspectral Features on 700-850 Nm Wavelengths, ROI Extraction, and 3D-CNN | Cihan, Mücahit; Ceylan, Murat ; Soylu, H.; Konak, M. |
| 2020 | Fault Location Estimation by Using Machine Learning Methods in Mixed Transmission Lines | Budak, Serkan ; Akbal, Bahadır |
| 2021 | A Framework Design for Heart Failure Detection: Analyzes on Features and Hybrid Classifiers | Koyuncu, Hasan |
| 2020 | Frekans Modüleli Sürekli Dalga Radarıyla Simüle Edilen Hayati Sinyallerin Temassız Tespiti | Şeflek, İbrahim ; Yaldız, Ercan |
| 2018 | Full-Automatic Liver Segmentation on Abdominal MR Images | Barstuğan, Mücahid ; Ceylan, Rahime ; Asoğlu, Semih; Cebeci, Hakan; Koplay, Mustafa |
| 2020 | FUSED DEEP FEATURES BASED CLASSIFICATION FRAMEWORK FOR COVID-19 CLASSIFICATION WITH OPTIMIZED MLP | Öztürk, Şaban; Yiğit, Enes; Özkaya, Umut |
| 2019 | Fusion of CT and MR Liver Images by SURF-Based Registration | Aslan, Muhammet Fatih; Durdu, Akif ; Sabancı, Kadir |
| 2020 | Fuzzy Logic and Webster's Optimal Cycle Based Decentralized Coordinated Adaptive Traffic Control Method | Ali, Muzamil Eltejani Mohammed; Durdu, Akif ; Çeltek, Seyit Alperen; Gültekin, Seyfettin Sinan |
| 2021 | Fuzzy membership functions tuning for speed controller of induction motor drive: Performance improvement | Farah, Nabil; Talib, Hairul Nizam; Ibrahim, Z.B.; Abdullah, Q.; Aydoğdu, Ömer ; Lazi, J.M.; Isa, Z. |
| 2020 | Gastrointestinal tract classification using improved LSTM based CNN | Öztürk, Şaban; Özkaya, Umut |
| 2022 | Gaussian Regression Models for Day-Level Forecasting of COVID-19 in European Countries | Özkaya, Umut ; Öztürk, Şaban |
| 2021 | A general review on the thiospinels and their energy applications | Özel, F. ; Kılıç, H. S. ; Coşkun, H. ; Deveci, I. ; Sarılmaz, A. ; Balıkçıoğlu, A. ; Ersöz, M. ; Kuş, Mahmut |
| 2020 | Generalization Capacity Analysis of Non-Intrusive Load Monitoring using Deep Learning | Çimen, Halil; Palacios-Garcia, Emilio J.; Çetinkaya, Nurettin ; Kolbak, Morten; Sciume, Giuseppe; Vasquez, Juan C.; Guerrero, Josep M. |
| 2020 | GM-CPSO: A New Viewpoint to Chaotic Particle Swarm Optimization via Gauss Map | Koyuncu, Hasan |
| 2020 | GÖRÜNTÜ İŞLEME VE YAPAY SİNİR AĞLARI İLE İLETİM HATLARINDA ARIZA YERİ BELİRLEME | Budak, Serkan ; Akbal, Bahadır |
