Mehmet Serdar Güzel

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 35

Top Topics

Evolutionary Neural Networks

Learning Methodologies

Top Venues

Turkish J. Electr. Eng. Comput. Sci.

Publications

Mehmet Serdar Güzel, Mürüvvet Kalkan, Erkan Bostanci, Koray Açici, Tunç Asuroglu
Cloud type classification using deep learning with cloud images. PeerJ Comput. Sci. 10 (2024)
Begum Mutlu, Mehmet Eren Yesilyurt, Nazli Shahbazi, Mehmet Serdar Güzel, Ebru Akçapinar Sezer
Early prediction of Sepsis: A comparative assessment on patients' covariates. Biomed. Signal Process. Control. 95 (2024)
Erkan Bostanci, Engin Kocak, Metehan Unal, Mehmet Serdar Güzel, Koray Açici, Tunç Asuroglu
Machine Learning Analysis of RNA-seq Data for Diagnostic and Prognostic Prediction of Colon Cancer. Sensors 23 (6) (2023)
Ömürhan Soysal, Mehmet Serdar Güzel, Mehmet Dikmen, Gazi Erkan Bostanci
Common Thorax Diseases Recognition Using Zero-Shot Learning With Ontology in the Multi-Labeled ChestX-ray14 Data Set. IEEE Access 11 (2023)
Sifa Özsari, Fatima Rabia Yapicioglu, Dilek Yilmaz, Kivanç Kamburoglu, Mehmet Serdar Güzel, Gazi Erkan Bostanci, Koray Açici, Tunç Asuroglu
Interpretation of Magnetic Resonance Images of Temporomandibular Joint Disorders by Using Deep Learning. IEEE Access 11 (2023)
Mehmet Serdar Güzel, Erkan Bostanci, Alok Mishra
Mobile Robot Navigation with Swarm Intelligence using a Decentralized Strategy. SII (2022)
Mürüvvet Kalkan, Gazi Erkan Bostanci, Mehmet Serdar Güzel, Bugrahan Kalkan, Sifa Özsari, Ömürhan Soysal, Güven Köse
Cloudy/clear weather classification using deep learning techniques with cloud images. Comput. Electr. Eng. 102 (2022)
Muhammed Can Keles, Batuhan Salmanoglu, Mehmet Serdar Güzel, Baran Gursoy, Gazi Erkan Bostanci
Evaluation of YOLO Models with Sliced Inference for Small Object Detection. CoRR (2022)
Ersin Ersoy, Gazi Erkan Bostanci, Mehmet Serdar Güzel
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. 30 (5) (2022)
Vahid Babaei Ajabshir, Mehmet Serdar Güzel, Erkan Bostanci
A Low-Cost Q-Learning-Based Approach to Handle Continuous Space Problems for Decentralized Multi-Agent Robot Navigation in Cluttered Environments. IEEE Access 10 (2022)
Aysegül Yanik, Mehmet Serdar Güzel, Mertkan Yanik, Erkan Bostanci
Machine Learning Based Early Fire Detection System using a Low-Cost Drone. CoRR (2021)
Mustafa Zor, Erkan Bostanci, Mehmet Serdar Güzel, Erinç Karatas
Analysis of Interpolation based Image In-painting Approaches. CoRR (2021)
K. E. Sengun, Y. T. Cetin, Mehmet Serdar Güzel, Serhat Can, Erkan Bostanci
Automatic Liver Segmentation from CT Images Using Deep Learning Algorithms: A Comparative Study. CoRR (2021)
Hakan Kayakoku, Mehmet Serdar Güzel, Erkan Bostanci, Ihsan Tolga Medeni, Deepti Mishra
A Novel Behavioral Strategy for RoboCode Platform Based on Deep Q-Learning. Complex. 2021 (2021)
Sifa Özsari, Mehmet Serdar Güzel, Gazi Erkan Bostanci, Ayhan Aydin
Adaptation of metaheuristic algorithms to improve training performance of an ESZSL model. Turkish J. Electr. Eng. Comput. Sci. 29 (3) (2021)
Talha Dilber, Mehmet Serdar Güzel, Erkan Bostanci
A new Video Synopsis Based Approach Using Stereo Camera. CoRR (2021)
Emre Cihan Ates, Erkan Bostanci, Mehmet Serdar Güzel
Comparative Performance of Machine Learning Algorithms in Cyberbullying Detection: Using Turkish Language Preprocessing Techniques. CoRR (2021)
Berna Seref, Erkan Bostanci, Mehmet Serdar Güzel
Evolutionary neural networks for improving the prediction performance of recommender systems. Turkish J. Electr. Eng. Comput. Sci. 29 (1) (2021)
Emre Cihan Ates, Erkan Bostanci, Mehmet Serdar Güzel
Machine Translation, Sentiment Analysis, Text Similarity, Topic Modelling, and Tweets: Understanding Social Media Usage Among Police and Gendarmerie Organizations. CoRR (2021)
Firat Akba, Ihsan Tolga Medeni, Mehmet Serdar Güzel, Iman N. Askerzade
Manipulator Detection in Cryptocurrency Markets Based on Forecasting Anomalies. IEEE Access 9 (2021)
Ahmad M. Karim, Hilal Kaya, Mehmet Serdar Güzel, Mehmet R. Tolun, Fatih V. Çelebi, Alok Mishra
A Novel Framework Using Deep Auto-Encoders Based Linear Model for Data Classification. Sensors 20 (21) (2020)
Abdullah Asim Yilmaz, Mehmet Serdar Güzel, Erkan Bostanci, Iman N. Askerzade
A Novel Action Recognition Framework Based on Deep-Learning and Genetic Algorithms. IEEE Access 8 (2020)
Firat Akba, Ihsan Tolga Medeni, Mehmet Serdar Güzel, Iman N. Askerzade
Assessment of Iterative Semi-Supervised Feature Selection Learning for Sentiment Analyses: Digital Currency Markets. ICSC (2020)
Kazim Soylu, Mehmet Serdar Güzel, Büsra Emek Soylu, Gazi Erkan Bostanci
Genetic Hyperparameter Optimization Library Development and Its Application on Plant Disease Detection Problem. SIU (2020)
Elit Cenk Alp, Mehmet Serdar Güzel
Playing Flappy Bird via Asynchronous Advantage Actor Critic Algorithm. CoRR (2019)
Mehmet Serdar Güzel, Vahid Babaei Ajabshir, Panus Nattharith, Emir Cem Gezer, Serhat Can
A Novel Framework for Multi-Agent Systems Using a Decentralized Strategy. Robotica 37 (4) (2019)
Abdullah Asim Yilmaz, Mehmet Serdar Güzel, Iman Askerbeyli, Erkan Bostanci
A Vehicle Detection Approach using Deep Learning Methodologies. CoRR (2018)
Hakan Yilmaz, Osman Nacar, Ozgur Sezgin, Erkan Bostanci, Mehmet Serdar Güzel
Custom RFID Location Simulator. CoRR (2018)
Mehmet Serdar Güzel, Erkan Meral
A novel real time geolocation tracking tool. CoRR (2018)
Ali Canberk Anar, Erkan Bostanci, Mehmet Serdar Güzel
Live Target Detection with Deep Learning Neural Network and Unmanned Aerial Vehicle on Android Mobile Device. CoRR (2018)
Egemen Turkyilmaz, Alper Akgul, Erkan Bostanci, Mehmet Serdar Güzel
Detection of Light Sleep Periods Using an Accelerometer Based Alarm System. CoRR (2018)
Hamide Ozlem Dalgic, Erkan Bostanci, Mehmet Serdar Güzel
Genetic Algorithm Based Floor Planning System. CoRR (2017)
Mehmet Serdar Güzel, Mehmet Kara, Mehmet Sitki Beyazkiliç
An adaptive framework for mobile robot navigation. Adapt. Behav. 25 (1) (2017)
Erkan Bostanci, Nadia Kanwal, Betul Bostanci, Mehmet Serdar Güzel
A Fuzzy Brute Force Matching Method for Binary Image Features. CoRR (2017)
Panus Nattharith, Mehmet Serdar Güzel
Machine vision and fuzzy logic-based navigation control of a goal-oriented mobile robot. Adapt. Behav. 24 (3) (2016)
Mehmet Serdar Güzel, Yasin Hinislioglu
A robotic software for intelligent applications. Artif. Life Robotics 18 (1-2) (2013)
Baki Koyuncu, Mehmet Serdar Güzel
A Visual Tool for Kinematics Analyses of Lynx-6 Robot Arms together with dynamic modeling of dc motors at robot joints. ARCS (2008)
Baki Koyuncu, Mehmet Serdar Güzel
Software Analysis of Lynx 6 Robot Arm. ARCS (2008)