Software Analysis of Lynx 6 Robot Arm. - Baki Koyuncu; Mehmet Serdar Güzel (ARCS, 2008)

A Visual Tool for Kinematics Analyses of Lynx-6 Robot Arms together with dynamic modeling of dc motors at robot joints. - Baki Koyuncu; Mehmet Serdar Güzel (ARCS, 2008)

A robotic software for intelligent applications. - Mehmet Serdar Güzel; Yasin Hinislioglu (Artif. Life Robotics, 2013)

Machine vision and fuzzy logic-based navigation control of a goal-oriented mobile robot. - Panus Nattharith; Mehmet Serdar Güzel (Adapt. Behav., 2016)

An adaptive framework for mobile robot navigation. - Mehmet Serdar Güzel; Mehmet Kara; Mehmet Sitki Beyazkiliç (Adapt. Behav., 2017)

A Fuzzy Brute Force Matching Method for Binary Image Features. - Erkan Bostanci; Nadia Kanwal; Betul Bostanci; Mehmet Serdar Güzel (CoRR, 2017)

Genetic Algorithm Based Floor Planning System. - Hamide Ozlem Dalgic; Erkan Bostanci; Mehmet Serdar Güzel (CoRR, 2017)

Detection of Light Sleep Periods Using an Accelerometer Based Alarm System. - Egemen Turkyilmaz; Alper Akgul; Erkan Bostanci; Mehmet Serdar Güzel (CoRR, 2018)

Live Target Detection with Deep Learning Neural Network and Unmanned Aerial Vehicle on Android Mobile Device. - Ali Canberk Anar; Erkan Bostanci; Mehmet Serdar Güzel (CoRR, 2018)

A novel real time geolocation tracking tool. - Mehmet Serdar Güzel; Erkan Meral (CoRR, 2018)

Custom RFID Location Simulator. - Hakan Yilmaz; Osman Nacar; Ozgur Sezgin; Erkan Bostanci; Mehmet Serdar Güzel (CoRR, 2018)

A Vehicle Detection Approach using Deep Learning Methodologies. - Abdullah Asim Yilmaz; Mehmet Serdar Güzel; Iman Askerbeyli; Erkan Bostanci (CoRR, 2018)

Playing Flappy Bird via Asynchronous Advantage Actor Critic Algorithm. - Elit Cenk Alp; Mehmet Serdar Güzel (CoRR, 2019)

A Novel Framework for Multi-Agent Systems Using a Decentralized Strategy. - Mehmet Serdar Güzel; Vahid Babaei Ajabshir; Panus Nattharith; Emir Cem Gezer; Serhat Can (Robotica, 2019)

Assessment of Iterative Semi-Supervised Feature Selection Learning for Sentiment Analyses: Digital Currency Markets. - Firat Akba; Ihsan Tolga Medeni; Mehmet Serdar Güzel; Iman N. Askerzade (ICSC, 2020)

Genetic Hyperparameter Optimization Library Development and Its Application on Plant Disease Detection Problem. - Kazim Soylu; Mehmet Serdar Güzel; Büsra Emek Soylu; Gazi Erkan Bostanci (SIU, 2020)

A Novel Action Recognition Framework Based on Deep-Learning and Genetic Algorithms. - Abdullah Asim Yilmaz; Mehmet Serdar Güzel; Erkan Bostanci; Iman N. Askerzade (IEEE Access, 2020)

A Novel Framework Using Deep Auto-Encoders Based Linear Model for Data Classification. - Ahmad Mozaffer Karim; Hilal Kaya; Mehmet Serdar Güzel; Mehmet R. Tolun; Fatih V. Çelebi; Alok Mishra 001 (Sensors, 2020)

Manipulator Detection in Cryptocurrency Markets Based on Forecasting Anomalies. - Firat Akba; Ihsan Tolga Medeni; Mehmet Serdar Güzel; Iman N. Askerzade (IEEE Access, 2021)

A Novel Behavioral Strategy for RoboCode Platform Based on Deep Q-Learning. - Hakan Kayakoku; Mehmet Serdar Güzel; Erkan Bostanci; Ihsan Tolga Medeni; Deepti Mishra 001 (Complex., 2021)

Machine Learning Based Early Fire Detection System using a Low-Cost Drone. - Aysegül Yanik; Mehmet Serdar Güzel; Mertkan Yanik; Erkan Bostanci (CoRR, 2021)

Automatic Liver Segmentation from CT Images Using Deep Learning Algorithms: A Comparative Study. - K. E. Sengun; Y. T. Cetin; Mehmet Serdar Güzel; Serhat Can; Erkan Bostanci (CoRR, 2021)

Machine Translation, Sentiment Analysis, Text Similarity, Topic Modelling, and Tweets: Understanding Social Media Usage Among Police and Gendarmerie Organizations. - Emre Cihan Ates; Erkan Bostanci; Mehmet Serdar Güzel (CoRR, 2021)

Comparative Performance of Machine Learning Algorithms in Cyberbullying Detection: Using Turkish Language Preprocessing Techniques. - Emre Cihan Ates; Erkan Bostanci; Mehmet Serdar Güzel (CoRR, 2021)

Analysis of Interpolation based Image In-painting Approaches. - Mustafa Zor; Erkan Bostanci; Mehmet Serdar Güzel; Erinç Karatas (CoRR, 2021)

A new Video Synopsis Based Approach Using Stereo Camera. - Talha Dilber; Mehmet Serdar Güzel; Erkan Bostanci (CoRR, 2021)

Evolutionary neural networks for improving the prediction performance of recommender systems. - Berna Seref; Erkan Bostanci; Mehmet Serdar Güzel (Turkish J. Electr. Eng. Comput. Sci., 2021)

Adaptation of metaheuristic algorithms to improve training performance of an ESZSL model. - Sifa Özsari; Mehmet Serdar Güzel; Gazi Erkan Bostanci; Ayhan Aydin (Turkish J. Electr. Eng. Comput. Sci., 2021)

Mobile Robot Navigation with Swarm Intelligence using a Decentralized Strategy. - Mehmet Serdar Güzel; Erkan Bostanci; Alok Mishra 001 (SII, 2022)

A Low-Cost Q-Learning-Based Approach to Handle Continuous Space Problems for Decentralized Multi-Agent Robot Navigation in Cluttered Environments. - Vahid Babaei Ajabshir; Mehmet Serdar Güzel; Erkan Bostanci (IEEE Access, 2022)

Cloudy/clear weather classification using deep learning techniques with cloud images. - Mürüvvet Kalkan; Gazi Erkan Bostanci; Mehmet Serdar Güzel; Bugrahan Kalkan; Sifa Özsari; Ömürhan Soysal; Güven Köse (Comput. Electr. Eng., 2022)

Evaluation of YOLO Models with Sliced Inference for Small Object Detection. - Muhammed Can Keles; Batuhan Salmanoglu; Mehmet Serdar Güzel; Baran Gursoy; Gazi Erkan Bostanci (CoRR, 2022)

Development of a hybrid system based on ABC algorithm for selection of appropriate parameters for disease diagnosis from ECG signals. - Ersin Ersoy 002; Gazi Erkan Bostanci; Mehmet Serdar Güzel (Turkish J. Electr. Eng. Comput. Sci., 2022)

Interpretation of Magnetic Resonance Images of Temporomandibular Joint Disorders by Using Deep Learning. - Sifa Özsari; Fatima Rabia Yapicioglu; Dilek Yilmaz; Kivanç Kamburoglu; Mehmet Serdar Güzel; Gazi Erkan Bostanci; Koray Açici; Tunç Asuroglu (IEEE Access, 2023)

Common Thorax Diseases Recognition Using Zero-Shot Learning With Ontology in the Multi-Labeled ChestX-ray14 Data Set. - Ömürhan Soysal; Mehmet Serdar Güzel; Mehmet Dikmen; Gazi Erkan Bostanci (IEEE Access, 2023)

A new algorithm for optimal solution of fixed charge transportation problem. - Nermin Kartli; Erkan Bostanci; Mehmet Serdar Güzel (Kybernetika, 2023)

Machine Learning Analysis of RNA-seq Data for Diagnostic and Prognostic Prediction of Colon Cancer. - Erkan Bostanci; Engin Kocak; Metehan Unal; Mehmet Serdar Güzel; Koray Açici; Tunç Asuroglu (Sensors, 2023)

AI-Powered Integrated With Encoding Mechanism Enhancing Privacy, Security, and Performance for IoT Ecosystem. - Ali Hamid Farea; Omar Hussain Alhazmi; Refik Samet; Mehmet Serdar Güzel (IEEE Access, 2024)

Early prediction of Sepsis: A comparative assessment on patients' covariates. - Begum Mutlu; Mehmet Eren Yesilyurt; Nazli Shahbazi; Mehmet Serdar Güzel; Ebru Akçapinar Sezer (Biomed. Signal Process. Control., 2024)

Cloud type classification using deep learning with cloud images. - Mehmet Serdar Güzel; Mürüvvet Kalkan; Erkan Bostanci; Koray Açici; Tunç Asuroglu (PeerJ Comput. Sci., 2024)

Heuristic algorithm for an optimal solution of fully fuzzy transportation problem. - Nermin Kartli; Erkan Bostanci; Mehmet Serdar Güzel (Computing, 2024)