Mehmet Serdar Güzel

According to our database, Mehmet Serdar Güzel authored at least 37 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

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, March, 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

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

2022

Development of a hybrid system based on ABC algorithm for selection of appropriate parameters for disease diagnosis from ECG signals.

Ersin Ersoy, Gazi Erkan Bostanci, Mehmet Serdar Güzel

Turkish J. Electr. Eng. Comput. Sci., 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

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

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

Mobile Robot Navigation with Swarm Intelligence using a Decentralized Strategy.

Mehmet Serdar Güzel, Erkan Bostanci, Alok Mishra

Proceedings of the IEEE/SICE International Symposium on System Integration, 2022

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., May, 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

A new Video Synopsis Based Approach Using Stereo Camera.

Talha Dilber, Mehmet Serdar Güzel, Erkan Bostanci

CoRR, 2021

Analysis of Interpolation based Image In-painting Approaches.

Mustafa Zor, Erkan Bostanci, Mehmet Serdar Güzel, Erinç Karatas

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

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

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 Learning Based Early Fire Detection System using a Low-Cost Drone.

Aysegül Yanik, Mehmet Serdar Güzel, Mertkan Yanik, Erkan Bostanci

CoRR, 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

Complex., 2021

Manipulator Detection in Cryptocurrency Markets Based on Forecasting Anomalies.

Firat Akba, Ihsan Tolga Medeni, Mehmet Serdar Güzel, Iman N. Askerzade

IEEE Access, 2021

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

Sensors, 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

Genetic Hyperparameter Optimization Library Development and Its Application on Plant Disease Detection Problem.

Kazim Soylu, Mehmet Serdar Güzel, Büsra Emek Soylu, Gazi Erkan Bostanci

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

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

Proceedings of the IEEE 14th International Conference on Semantic Computing, 2020

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

Playing Flappy Bird via Asynchronous Advantage Actor Critic Algorithm.

Elit Cenk Alp, Mehmet Serdar Güzel

CoRR, 2019

2018

A Vehicle Detection Approach using Deep Learning Methodologies.

Abdullah Asim Yilmaz, Mehmet Serdar Güzel, Iman Askerbeyli, Erkan Bostanci

CoRR, 2018

Custom RFID Location Simulator.

Hakan Yilmaz, Osman Nacar, Ozgur Sezgin, Erkan Bostanci, Mehmet Serdar Güzel

CoRR, 2018

A novel real time geolocation tracking tool.

Mehmet Serdar Güzel, Erkan Meral

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

Detection of Light Sleep Periods Using an Accelerometer Based Alarm System.

Egemen Turkyilmaz, Alper Akgul, Erkan Bostanci, Mehmet Serdar Güzel

CoRR, 2018

2017

Genetic Algorithm Based Floor Planning System.

Hamide Ozlem Dalgic, Erkan Bostanci, Mehmet Serdar Güzel

CoRR, 2017

A Fuzzy Brute Force Matching Method for Binary Image Features.

Erkan Bostanci, Nadia Kanwal, Betul Bostanci, Mehmet Serdar Güzel

CoRR, 2017

An adaptive framework for mobile robot navigation.

Mehmet Serdar Güzel, Mehmet Kara, Mehmet Sitki Beyazkiliç

Adapt. Behav., 2017

2016

Machine vision and fuzzy logic-based navigation control of a goal-oriented mobile robot.

Panus Nattharith, Mehmet Serdar Güzel

Adapt. Behav., 2016

2013

A robotic software for intelligent applications.

Mehmet Serdar Güzel, Yasin Hinislioglu

Artif. Life Robotics, 2013

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

Proceedings of the International Conference on Automation, Robotics and Control Systems, 2008

Software Analysis of Lynx 6 Robot Arm.

Baki Koyuncu, Mehmet Serdar Güzel

Proceedings of the International Conference on Automation, Robotics and Control Systems, 2008