| 2021 | A Channel Selection Method for Epilepsy Seizure Prediction. Ercan Cosgun, Anil Çelebi, M. Kemal Güllü |
| 2021 | A Cost-Effective IoT Based Smart Home Application. Mücahit Oturak, Erkan Dursun |
| 2021 | A Data Collection System Design for Hand Gestures. Erhan Akan, Erdem Akagündüz, Ibrahim Baran Uslu |
| 2021 | A Discrete Differential Evolution Algorithm for Extractive Text Summarization. Khadidja Chettah, Amer Draa |
| 2021 | A Framework for Using Contactless Technologies in Operating Rooms. Görkem Gülmez, Kübra Cebbar, Seda Kul, Ahmet Sayar |
| 2021 | A Mask R-CNN based Approach for Automatic Lung Segmentation in Computed Tomography Scans. Emre Dandil, Mehmet Süleyman Yildirim |
| 2021 | A Multi-objective Energy Management of Residential HVAC Loads. Oguzkagan Aliç, Ümmühan Basaran Filik |
| 2021 | A Novel Euler Chaotic Map for Image Encryption. Ugur Erkan, Abdurrahim Toktas, Feyza Toktas |
| 2021 | A Novel Hybrid Approach to Improve Neural Machine Translation Decoding using Phrase-Based Statistical Machine Translation. Emre Satir, Hasan Bulut |
| 2021 | A Novel Objective Function for Frequency Switching Cost Aware RPL Algorithm. Ferhat Arat, Sercan Demirci |
| 2021 | A Novel Pipeline on Medical Object Detection for Bias Reduction: Preliminary Study for Brain MRI. Ramazan Terzi, Nuh Azginoglu |
| 2021 | A Pre-study on the Layer Number Effect of Convolutional Neural Networks in Brain Tumor Classification. Hedi Syamand Azat, Boran Sekeroglu, Kamil Dimililer |
| 2021 | A Review of Face Anti-spoofing Methods for Face Recognition Systems. Peter Anthony, Betul Ay, Galip Aydin |
| 2021 | A new model for an agile adaptive learning process: A questionnaire for evaluating its added value. Nisseb Bergaoui, Sonia Ayachi Ghannouchi |
| 2021 | A trajectory synthesis of free moving objects for continuous queries. Sanghyun Lee, Bonghee Hong, Woo-Chan Kim |
| 2021 | Adaptive Traffic Signal Control to Reduce Delay Time at a Single Intersection Point. Cansu Cav, Aslinur Colak, Nilgün Fescioglu-Ünver |
| 2021 | Advanced Lane Line Detection Using Heterogeneous Embedded Computing. Mustafa Emre Yilmaz, Burcu Erkmen |
| 2021 | Aggregating Time Windows for Dynamic Network Extraction. Serhat Çolak, Günce Keziban Orman |
| 2021 | An Approach to Recommendation Systems Using Scalable Association Mining Algorithms on Big Data Processing Platforms: A Case Study in Airline Industry. Meryem Uzun-Per, Ahmet Volkan Gürel, Ali Burak Can, Mehmet S. Aktas |
| 2021 | An Arrowhead and Mimosa Based IoT Framework with an Industrial Predictive Maintenance Application. Baris Bulut, Hasan Burak Ketmen, Ali Serdar Atalay, Oguzhan Herkiloglu, Riku Salokangas |
| 2021 | Analysis and Prediction of Bitcoin Price using Bernoulli RBM-based Deep Belief Networks. Sashank Sridhar, Sowmya Sanagavarapu |
| 2021 | Analysis of the Cases of Coronavirus in Prizren Region by using ANOVA and regression analysis. Faton Kabashi, Halil Snopçe, Lejla Abazi-Bexheti, Lamir Shkurti |
| 2021 | Application of Horse Herd Optimization Algorithm for medical problems. Niloufar Mehrabi, Elnaz Pashaei |
| 2021 | Arabic Semantic Textual Similarity Identification based on Convolutional Gated Recurrent Units. Adnen Mahmoud, Mounir Zrigui |
| 2021 | Artificial Neural Network Architecture and Orthogonal Arrays in Estimation of Software Projects Efforts. Nevena Rankovic, Dragica Rankovic, Mirjana Ivanovic, Ljubomir Lazic |
| 2021 | Asphalt crack identification experiments using convolution networks. Lucia Georgiana Coca, Tudor Manoleasa, Adrian Iftene |
| 2021 | Automatic Classification of the Waldenstrom Stages of Legg-Calve-Perthes Disease from the 2D Total Proximal Femur Shape Deformity. Abbas Memis, Songül Varli, Fuat Bilgili |
| 2021 | Automatic extraction of multiple-study X-ray images. Stella Dumencic, Sebastian Tschauner, Franko Hrzic, Ivan Stajduhar |
| 2021 | Automatic summarization of New Testament exegesis texts. Daniel-Avram Pop, Adrian Sterca |
| 2021 | Botnet Attack Detection Using Convolutional Neural Networks in the IoT Environment. Kübra Nilgün Karaca, Aydin Çetin |
| 2021 | CNN vs. LSTM for Turkish Text Classification. Melih Yayla, Mustafa Diyar Demirkol, Saed Alqaraleh |
| 2021 | Challenges and Key Points for Fraud Detection in Aviation. Mehmed Taha Aras, Mehmet Amaç Güvensan |
| 2021 | Classification of COVID-19 and pleural effusion on chest radiographs using CNN fusion. Sertan Serte, Ali Serener |
| 2021 | Classification of Pressure Ulcer Images with Logistic Regression. Bilge Yilmaz, Ercan Atagün, Fadime Ögülmüs Demircan, Ibrahim Yücedag |
| 2021 | Classification of Red Mullet, Bluefish and Haddock Caught in the Black Sea by "Single Shot Multibox Detection". Kemal Ünal Akdemir, Ersin Alaybeyoglu |
| 2021 | Comparison of Turkish Paraphrase Generation Models. Ahmet Bagci, Mehmet Fatih Amasyali |
| 2021 | Comprehensive Comparison of LSTM Variations for the Prediction of Chaotic Time Series. Hatice Vildan Dudukcu, Murat Taskiran, Zehra Gülru Çam Taskiran |
| 2021 | Consolidated or individual training: Which one is better for blood glucose prediction? Hatice Vildan Dudukcu, Murat Taskiran, Tülay Yildirim |
| 2021 | Controller Design for Quadrotor-Slung Load System with Swing Angle Constraints Using Particle Swarm Optimization. Alperen Ates, Oguzhan Cosan, Bensu Degirmenci, Halit Ergezer, Mert Ozgehan |
| 2021 | Convolutional Denoising Auto-Encoder Based AWGN Removal From ECG Signal. Lahcen El Bouny, Mohammed Khalil, Abdellah Adib |
| 2021 | Convolutional Neural Networks Based Rolling Bearing Fault Classification Under Variable Operating Conditions. Fatih Karpat, Onur Can Kalay, Ahmet Emir Dirik, Oguz Dogan, Burak Korcuklu, Celalettin Yüce |
| 2021 | DCW-RNN: Improving Class Level Metrics for Software Vulnerability Detection Using Artificial Immune System with Clock-Work Recurrent Neural Network. Canan Batur Sahin |
| 2021 | Deep Learning based Semantic Approach for Arabic Textual Documents Recommendation. Ons Meddeb, Mohsen Maraoui, Mounir Zrigui |
| 2021 | Descriptive and Prescriptive Analysis of Construction Site Incidents Using Decision Tree Classification and Association Rule Mining. Özgür Ugur, Ali Atilla Arisoy, Murat Can Ganiz, Berkay Bolac |
| 2021 | Design and Realization of an Automatic Optical Inspection System for PCB Solder Joints. S. Ayhan Çaliskan, Güray Gürkan |
| 2021 | Detection and Breed Classification of Cattle Using YOLO v4 Algorithm. Alperen Yilmaz, Gizem Nur Uzun, Mustafa Zahid Gürbüz, Oguzhan Kivrak |
| 2021 | Detection of Occlusal Plaque and Caries using Fuzzy C Means Based Segmentation Algorithm. Burcu Oltu, Büsra Kübra Karaca, Tansel Uyar, Didem Sakaryali Uyar |
| 2021 | Detection of Pediatric Pneumonia from X-Ray Images using ResNet50 and GAL Networks. Özlem Polat |
| 2021 | Development of Goal-Oriented Dialogue Systems for Customer Services in Automotive Industry. Merve Tunçer, Mehmet Fahri Bilici, Gülsen Eryigit |
| 2021 | Diagnose Bearing Failures With Machine Learning Models. Alexandra Baicoianu, Andreea Mathe |
| 2021 | Driver Activity Recognition Using Deep Learning and Human Pose Estimation. Mert Çetinkaya, Tankut Acarman |
| 2021 | ECG pulse train analysis. Hristina Topalova, Kiril Alexiev |
| 2021 | EKF-GPSR: An Extended Kalman Filter for Efficient Routing in Vehicular Networks. Sarah Younes, Manel Khelifi, Ahmed Alioua, Ismahane Souici |
| 2021 | Effects of Environmental Factors on EEG Based Person Recognition. Tuba Saltürk, Nihan Kahraman |
| 2021 | Effects of Image Preprocessing on the Performance of Convolutional Neural Networks for Pneumonia Detection. Ercan Avsar |
| 2021 | Efficient Resolution Enhancement of JPEG2000 Compressed Multispectral Images Using Deep Super-resolution Methods. Ali Can Karaca, Ibrahim Uçurmak, Mehmet Kemal Güllü |
| 2021 | Ensemble-LungMaskNet: Automated Lung Segmentation using Ensembled Deep Encoders. Cosku Öksüz, Oguzhan Urhan, Mehmet Kemal Güllü |
| 2021 | Evaluation of Wizard-of-Oz and Self-Play Data Collection Techniques for Turkish Goal-Oriented Dialogue Agents. Dogukan Arslan, Gülsen Eryigit |
| 2021 | Evolving model for synchronous weapon target assignment problem. Okkes Tolga Altinöz |
| 2021 | Exploring Low-Cost Visual Assets for Conveying Assembly Instructions in AR. Traian Lavric, Emmanuel Bricard, Marius Preda, Titus Zaharia |
| 2021 | Extractive Text Summarization Based on Selectivity Ranking. Dino Aljevic, Ljupco Todorovski, Sanda Martincic-Ipsic |
| 2021 | FOGA: Flag Optimization with Genetic Algorithm. Burak Tagtekin, Berkan Höke, Mert Kutay Sezer, Mahiye Uluyagmur Öztürk |
| 2021 | Face Mask Detection and Classification for COVID-19 using Deep Learning. Devrim Kayali, Kamil Dimililer, Boran Sekeroglu |
| 2021 | Fault Tolerant Control of Wheeled Mobile Robots Using Adaptive Sliding Mode Controller. Mustafa Ayyildiz, Umut Tilki |
| 2021 | Feature Extraction Approach Based on Statistical Methods and Wavelet Packet Decomposition for Emotion Recognition using EEG Signals. Awf Abdulrahman, Muhammet Baykara |
| 2021 | Feature selection based on machine learning for credit scoring : An evaluation of filter and embedded methods. Siham Akil, Sara Sekkate, Abdellah Adib |
| 2021 | Field Programmable Gate Arrays Based Multi Camera Thermal and Day Vision Video Processing and Distribution System. Ahmet Basli, Cagrim Kahraman, Bahar Ates, Anil Çelebi |
| 2021 | Field Programmable Gate Arrays Implementation of Two-Point Non-Uniformity Correction and Bad Pixel Replacement Algorithms. Josphat Chege Njuguna, Emre Alabay, Anil Çelebi, Aysun Tasyapi Çelebi, Mehmet Kemal Güllü |
| 2021 | Fine Tuning the Prediction of the Compressive Strength of Concrete : A Bayesian Optimization Based Approach. Rafat Ashraf Joy |
| 2021 | Fixed Representatives and Variable Features: From Regularized Deep Clustering to Classic Clustering. Sebastian Ciobanu |
| 2021 | Full Python Interface Control: Auto Generation And Adaptation of Deep Neural Networks For Edge Computing and IoT Applications FPGA-Based Acceleration. Tarek Belabed, Alexandre Quenon, Vitor Ramos Gomes Da Silva, Carlos A. Valderrama Sakuyama, Chokri Souani |
| 2021 | Generalized Probability Distribution Function for Wireless Biomedical Sensors. Bülent Bilgehan, Lara Kayed |
| 2021 | Glaucoma classification via deep learning ensembles. Ali Serener, Sertan Serte |
| 2021 | Guiding Visually Impaired People to Find an Object by Using Image to Speech over the Smart Phone Cameras. Tayyip Mert Denizgez, Orçun Kamiloglu, Seda Kul, Ahmet Sayar |
| 2021 | Human-Aware Dynamic Path Planning. Mehmet Korkmaz |
| 2021 | Hyperparameter Bayesian Optimisation applied to ConvNets for Motor Imagery tasks. Mouad Riyad, Mohammed Khalil, Abdellah Adib |
| 2021 | Hyperparameter Optimization for Black-Litterman Model via Genetic Algorithms. Safa Yasin Müjdeci, Dima Alnahas, Mehmet Öcal, Nevcihan Duru, Bayram Tüccar |
| 2021 | Image Channel as an Input Method for Deep Learning Ensemble. Javokhir Musaev, Ngoc Thanh Nguyen, Dosam Hwang |
| 2021 | Intelligent Approach in Smart Microchip Proppants Data Processing for Complex Hydraulic Fractures Diagnostic. Vuong Van Pham, Amirmasoud Kalantari Dahaghi, Shahin Negahban, William Fincham, Aydin Babakhani |
| 2021 | International Conference on INnovations in Intelligent SysTems and Applications, INISTA 2021, Kocaeli, Turkey, August 25-27, 2021 |
| 2021 | Keyword Extraction from Biomedical Documents Using Deep Contextualized Embeddings. Azer Çelikten, Aybars Ugur, Hasan Bulut |
| 2021 | LCD Pixel Defect Detection using Shallow CNN Based Approach. Asli Çelik, Ayhan Küçükmanisa, Aydin Sümer, Aysun Tasyapi Çelebi, Oguzhan Urhan |
| 2021 | Learning to Rank for Text Summarization: Revisiting the Features and Methods for Turkish Bank Documents. Furkan Göz, Fehmi Sener, Alev Mutlu, Kerem Küçük, Mahir Temur |
| 2021 | Light Syntax Parsing and Fuzzy Systems for Rhetorical Structure Theory Text Segmentation. Omar Ali, Alexander E. Gegov, Ella Haig, Rinat Khusainov |
| 2021 | Log and Execution Trace Analytics System. Nazrin Abbasli, Murat Can Ganiz |
| 2021 | Machine Vision-based Expert System for Automated Cucumber Diseases Recognition and Classification. Afsana Ahsan Jeny, Masum Shah Junayed, Md Baharul Islam, Hassan Imani, A. F. M. Shahen Shah |
| 2021 | Monitoring and recording system of laboratory environmental conditions as ISO/IEC 17025 requirement. Ersoy Kelebekler |
| 2021 | Multimodal Retrieval with Contrastive Pretraining. Hüseyin Fuat Alsan, Ekrem Yildiz, Ege Burak Safdil, Furkan Arslan, Taner Arsan |
| 2021 | N-Gram Based Transport Mode Detection Models for Energy Constrained Devices. Kadir Can Cetin, H. Irem Türkmen, M. Amaç Güvensan |
| 2021 | News identification metric for classification prefiltering. Ciprian-Gabriel Cusmuliuc, Stefan Claudiu Susan, Bianca Demetra Chirica, Adrian Iftene |
| 2021 | On the use of MFCC and SWT-based features for offensive speech detection in social media. Safa Chebbi, Sara Sekkate, Sofia Ben Jebara, Abdellah Adib |
| 2021 | Ottoman OCR: Printed Naskh Font. Ishak Dolek, Atakan Kurt |
| 2021 | Out of Training Distribution Detection for Multi-Class Skin Lesion Diagnosis. Fábio Santos, Filipe Silva, Petia Georgieva |
| 2021 | Performance Analysis of the Lesion Area Clustering Process From Dermatological Images in Embedded Systems. Selim Erdem Çamlioglu, Sümeyya Ilkin, Adnan Sondas |
| 2021 | Performance Investigation of Parallel Immune Plasma Algorithm. Selçuk Aslan, Sercan Demirci |
| 2021 | Permeability Estimation for Natural State Modeling of Geothermal Fields with Machine Learning. Ali Baser, Mustafa Sert |
| 2021 | Proposal For A Computer Based Tutoring Strategy. Soukaina Nai, Amal Rifai, Abdelalim Sadiq |
| 2021 | ReLM: An Efficient Reinforcement Learning-Based Localization Algorithm for Mobile Wireless Sensor Networks. Manel Khelifi, Samira Moussaoui |
| 2021 | Real-Time Prediction of Traffic Density with Deep Learning Using Computer Vision and Traffic Event Information. Ilgin Gökasar, Alperen Timurogullari |
| 2021 | Real-Time YOLO-based Heterogeneous Front Vehicles Detection. Masum Shah Junayed, Md Baharul Islam, Arezoo Sadeghzadeh, Tarkan Aydin |
| 2021 | Recommender Systems: An Explainable AI Perspective. Alexandra Vultureanu-Albisi, Costin Badica |
| 2021 | Robotic Arm Guided by Deep Neural Networks and ew Knowledge-Based Edge Detector for Pick and Place Applications. Yavuz Çapkan, Can Bülent Fidan, Halis Altun |
| 2021 | Selecting Emotion Specific Speech Features to Distinguish One Emotion from Others. Cansu Özkan, Kaya Oguz |
| 2021 | Sensor Fusion Based on Integrated Navigation Data of Sea Surface Vehicle with Machine Learning Method. Egemen Belge, Recep Fatih Cantekin, Berna Erol, Volkan Akgül, Seda Karadeniz Kartal, Rifat Hacioglu, Sedar Kurtulus Görmüs, Senol Hakan Kutoglu, Kemal Leblebicioglu |
| 2021 | Simple But Effective GRU Variants. Gülsüm Yigit, Mehmet Fatih Amasyali |
| 2021 | Sleep Arousal Detection Using One Dimensional Local Binary Pattern-Based Convolutional Neural Network. Hasan Zan, Abdulnasir Yildiz |
| 2021 | Statistical analysis of correlation between weather parameters and new COVID-19 cases: a case study of Bosnia and Herzegovina. Tatjana Zec, Aleksandar Kartelj, Marko Djukanovic, Milana Grbic, Dragan Matic |
| 2021 | Stock Market Prediction with New Generation Deep Contextualized Word Representations and Deep Learning Models using User Sentiments. Derya Othan, Zeynep Hilal Kilimci |
| 2021 | Subsurface Physics Inspired Neural Network to Predict Shale Oil Recovery under the Influence of Rock and Fracture Properties. Temoor Muther, Fahad Iqbal Syed, Amirmasoud Kalantari Dahaghi, Shahin Negahban |
| 2021 | Taking Back Control of Social Media Feeds with Take Back Control. Joni Salminen, Juan Corporan, Soon-Gyo Jung, Bernard J. Jansen |
| 2021 | Techniques for Suicidal Ideation Prediction: a Qualitative Systematic Review. Muskaan Beriwal, Sarvesh Agrawal |
| 2021 | Text Line Segmentation in Handwritten Documents with Generative Adversarial Networks. Ali Alper Demir, Íbrahim Özseker, Ufuk Özkaya |
| 2021 | The Effect of Discrete Cosine Transform on COVID-19 Differentiation from Chest X-Ray Images: A Preliminary Study. Kamil Dimililer, Boran Sekeroglu |
| 2021 | Traffic Hyperparameters for Long-Term Traffic Forecasting. Ceren Keskin, M. Amaç Güvensan |
| 2021 | Transfer Learning for Skin Lesion Classification using Convolutional Neural Networks. Fábio Santos, Filipe Silva, Petia Georgieva |
| 2021 | Unsupervised Person Re-Identification based on Feature Learning of Deep Convolutional Generative Adversarial Network. Waqar Tanveer, Muhammad Habib Mahmood |
| 2021 | Vehicle Detection in Aerial Imaginary using a Miniature CNN Architecture. Mustafa Öztürk, Enver Çavus |
| 2021 | Video Surveillance Framework Based on Real-Time Face Mask Detection and Recognition. Ehsan Nasiri, Mariofanna G. Milanova, Ardalan Nasiri |
| 2021 | Virtual Character Control by Brain-Computer Interface and Comparison of Performance Metrics. Caner Gezgez, Elif Kaçar |
| 2021 | Virtual Robotic Laboratory Compatible Mobile Robots for Education and Research. Alim Kerem Erdogmus, Ugur Yayan |
| 2021 | Vision-based Road Segmentation for Intelligent Vehicles using Deep Convolutional Neural Networks. Gozde Yolcu Oztel |