Mehmet Serdar Güzel

44 papers Journal 39Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Hybrid deep learning approach for multi-label classification problem: genre prediction. Neural Comput. Appl. Fatima Zehra Ünal, Mehmet Serdar Güzel, Metehan Unal, Fatih Ekinci, Tunç Asuroglu, Koray Açici
2025	J	`jnl`	Comprehensive Experimentation of Pretrained Models on Slice-Based Classification of Interstitial Lung Disease Patterns. Int. J. Imaging Syst. Technol. Hakan Buyukpatpat, Ebru Akcapinar Sezer, Mehmet Serdar Güzel
2024	J	`jnl`	AI-Powered Integrated With Encoding Mechanism Enhancing Privacy, Security, and Performance for IoT Ecosystem. IEEE Access Ali Hamid Farea, Omar Hussain Alhazmi, Refik Samet, Mehmet Serdar Güzel
2024	J	`jnl`	Cloud type classification using deep learning with cloud images. PeerJ Comput. Sci. Mehmet Serdar Güzel, Mürüvvet Kalkan, Erkan Bostanci, Koray Açici, Tunç Asuroglu
2024	J	`jnl`	Early prediction of Sepsis: A comparative assessment on patients' covariates. Biomed. Signal Process. Control. Begum Mutlu, Mehmet Eren Yesilyurt, Nazli Shahbazi, Mehmet Serdar Güzel, Ebru Akçapinar Sezer
2024	J	`jnl`	Heuristic algorithm for an optimal solution of fully fuzzy transportation problem. Computing Nermin Kartli, Erkan Bostanci, Mehmet Serdar Güzel
2024	J	`jnl`	Region-Based Semi-Two-Stream Convolutional Neural Networks for Pressure Ulcer Recognition. J. Imaging Inform. Medicine Cemil Zalluhoglu, Dogan Akdogan, Derya Karakaya, Mehmet Serdar Güzel, M. Mahir Ülgü, Kemal Ardali, Atila Oguz Boyali, Ebru Akçapinar Sezer
2023	J	`jnl`	A new algorithm for optimal solution of fixed charge transportation problem. Kybernetika Nermin Kartli, Erkan Bostanci, Mehmet Serdar Güzel
2023	J	`jnl`	Common Thorax Diseases Recognition Using Zero-Shot Learning With Ontology in the Multi-Labeled ChestX-ray14 Data Set. IEEE Access Ömürhan Soysal, Mehmet Serdar Güzel, Mehmet Dikmen, Gazi Erkan Bostanci
2023	J	`jnl`	Interpretation of Magnetic Resonance Images of Temporomandibular Joint Disorders by Using Deep Learning. IEEE Access Sifa Özsari, Fatima Rabia Yapicioglu, Dilek Yilmaz, Kivanç Kamburoglu, Mehmet Serdar Güzel, Gazi Erkan Bostanci, Koray Açici, Tunç Asuroglu
2023	J	`jnl`	Machine Learning Analysis of RNA-seq Data for Diagnostic and Prognostic Prediction of Colon Cancer. Sensors Erkan Bostanci, Engin Kocak, Metehan Unal, Mehmet Serdar Güzel, Koray Açici, Tunç Asuroglu
2022	J	`jnl`	A Low-Cost Q-Learning-Based Approach to Handle Continuous Space Problems for Decentralized Multi-Agent Robot Navigation in Cluttered Environments. IEEE Access Vahid Babaei Ajabshir, Mehmet Serdar Güzel, Erkan Bostanci
2022	J	`jnl`	Cloudy/clear weather classification using deep learning techniques with cloud images. Comput. Electr. Eng. Mürüvvet Kalkan, Gazi Erkan Bostanci, Mehmet Serdar Güzel, Bugrahan Kalkan, Sifa Özsari, Ömürhan Soysal, Güven Köse
2022	J	`jnl`	Development of a hybrid system based on ABC algorithm for selection of appropriate parameters for disease diagnosis from ECG signals. Turkish J. Electr. Eng. Comput. Sci. Ersin Ersoy, Gazi Erkan Bostanci, Mehmet Serdar Güzel
2022	J	`jnl`	Evaluation of YOLO Models with Sliced Inference for Small Object Detection. CoRR Muhammed Can Keles, Batuhan Salmanoglu, Mehmet Serdar Güzel, Baran Gursoy, Gazi Erkan Bostanci
2022	—	`conf`	Mobile Robot Navigation with Swarm Intelligence using a Decentralized Strategy. SII Mehmet Serdar Güzel, Erkan Bostanci, Alok Mishra
2021	J	`jnl`	A Novel Behavioral Strategy for RoboCode Platform Based on Deep Q-Learning. Complex. Hakan Kayakoku, Mehmet Serdar Güzel, Erkan Bostanci, Ihsan Tolga Medeni, Deepti Mishra
2021	J	`jnl`	A new Video Synopsis Based Approach Using Stereo Camera. CoRR Talha Dilber, Mehmet Serdar Güzel, Erkan Bostanci
2021	J	`jnl`	Adaptation of metaheuristic algorithms to improve training performance of an ESZSL model. Turkish J. Electr. Eng. Comput. Sci. Sifa Özsari, Mehmet Serdar Güzel, Gazi Erkan Bostanci, Ayhan Aydin
2021	J	`jnl`	Analysis of Interpolation based Image In-painting Approaches. CoRR Mustafa Zor, Erkan Bostanci, Mehmet Serdar Güzel, Erinç Karatas
2021	J	`jnl`	Automatic Liver Segmentation from CT Images Using Deep Learning Algorithms: A Comparative Study. CoRR K. E. Sengun, Y. T. Cetin, Mehmet Serdar Güzel, Serhat Can, Erkan Bostanci
2021	J	`jnl`	Comparative Performance of Machine Learning Algorithms in Cyberbullying Detection: Using Turkish Language Preprocessing Techniques. CoRR Emre Cihan Ates, Erkan Bostanci, Mehmet Serdar Güzel
2021	J	`jnl`	Evolutionary neural networks for improving the prediction performance of recommender systems. Turkish J. Electr. Eng. Comput. Sci. Berna Seref, Erkan Bostanci, Mehmet Serdar Güzel
2021	J	`jnl`	Machine Learning Based Early Fire Detection System using a Low-Cost Drone. CoRR Aysegül Yanik, Mehmet Serdar Güzel, Mertkan Yanik, Erkan Bostanci
2021	J	`jnl`	Machine Translation, Sentiment Analysis, Text Similarity, Topic Modelling, and Tweets: Understanding Social Media Usage Among Police and Gendarmerie Organizations. CoRR Emre Cihan Ates, Erkan Bostanci, Mehmet Serdar Güzel
2021	J	`jnl`	Manipulator Detection in Cryptocurrency Markets Based on Forecasting Anomalies. IEEE Access Firat Akba, Ihsan Tolga Medeni, Mehmet Serdar Güzel, Iman N. Askerzade
2020	J	`jnl`	A Novel Action Recognition Framework Based on Deep-Learning and Genetic Algorithms. IEEE Access Abdullah Asim Yilmaz, Mehmet Serdar Güzel, Erkan Bostanci, Iman N. Askerzade
2020	J	`jnl`	A Novel Framework Using Deep Auto-Encoders Based Linear Model for Data Classification. Sensors Ahmad Mozaffer Karim, Hilal Kaya, Mehmet Serdar Güzel, Mehmet Resit Tolun, Fatih V. Çelebi, Alok Mishra
2020	—	`conf`	Assessment of Iterative Semi-Supervised Feature Selection Learning for Sentiment Analyses: Digital Currency Markets. ICSC Firat Akba, Ihsan Tolga Medeni, Mehmet Serdar Güzel, Iman N. Askerzade
2020	—	`conf`	Genetic Hyperparameter Optimization Library Development and Its Application on Plant Disease Detection Problem. SIU Kazim Soylu, Mehmet Serdar Güzel, Büsra Emek Soylu, Gazi Erkan Bostanci
2019	J	`jnl`	A Novel Framework for Multi-Agent Systems Using a Decentralized Strategy. Robotica Mehmet Serdar Güzel, Vahid Babaei Ajabshir, Panus Nattharith, Emir Cem Gezer, Serhat Can
2019	J	`jnl`	Playing Flappy Bird via Asynchronous Advantage Actor Critic Algorithm. CoRR Elit Cenk Alp, Mehmet Serdar Güzel
2018	J	`jnl`	A Vehicle Detection Approach using Deep Learning Methodologies. CoRR Abdullah Asim Yilmaz, Mehmet Serdar Güzel, Iman Askerbeyli, Erkan Bostanci
2018	J	`jnl`	A novel real time geolocation tracking tool. CoRR Mehmet Serdar Güzel, Erkan Meral
2018	J	`jnl`	Custom RFID Location Simulator. CoRR Hakan Yilmaz, Osman Nacar, Ozgur Sezgin, Erkan Bostanci, Mehmet Serdar Güzel
2018	J	`jnl`	Detection of Light Sleep Periods Using an Accelerometer Based Alarm System. CoRR Egemen Turkyilmaz, Alper Akgul, Erkan Bostanci, Mehmet Serdar Güzel
2018	J	`jnl`	Live Target Detection with Deep Learning Neural Network and Unmanned Aerial Vehicle on Android Mobile Device. CoRR Ali Canberk Anar, Erkan Bostanci, Mehmet Serdar Güzel
2017	J	`jnl`	A Fuzzy Brute Force Matching Method for Binary Image Features. CoRR Erkan Bostanci, Nadia Kanwal, Betul Bostanci, Mehmet Serdar Güzel
2017	J	`jnl`	An adaptive framework for mobile robot navigation. Adapt. Behav. Mehmet Serdar Güzel, Mehmet Kara, Mehmet Sitki Beyazkiliç
2017	J	`jnl`	Genetic Algorithm Based Floor Planning System. CoRR Hamide Ozlem Dalgic, Erkan Bostanci, Mehmet Serdar Güzel
2016	J	`jnl`	Machine vision and fuzzy logic-based navigation control of a goal-oriented mobile robot. Adapt. Behav. Panus Nattharith, Mehmet Serdar Güzel
2013	J	`jnl`	A robotic software for intelligent applications. Artif. Life Robotics Mehmet Serdar Güzel, Yasin Hinislioglu
2008	—	`conf`	A Visual Tool for Kinematics Analyses of Lynx-6 Robot Arms together with dynamic modeling of dc motors at robot joints. ARCS Baki Koyuncu, Mehmet Serdar Güzel
2008	—	`conf`	Software Analysis of Lynx 6 Robot Arm. ARCS Baki Koyuncu, Mehmet Serdar Güzel