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ORCIDMehmet Serdar Güzel
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2020 – today
- 2024
[j20]Ali Hamid Farea
, Omar Hussain Alhazmi, Refik Samet, Mehmet Serdar Güzel:
AI-Powered Integrated With Encoding Mechanism Enhancing Privacy, Security, and Performance for IoT Ecosystem. IEEE Access 12: 121368-121386 (2024)- [j19]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: 106400 (2024) - [j18]Nermin Kartli, Erkan Bostanci, Mehmet Serdar Güzel:
Heuristic algorithm for an optimal solution of fully fuzzy transportation problem. Computing 106(10): 3195-3227 (2024) - [j17]Mehmet Serdar Güzel, Mürüvvet Kalkan, Erkan Bostanci, Koray Açici, Tunç Asuroglu:
Cloud type classification using deep learning with cloud images. PeerJ Comput. Sci. 10: e1779 (2024) - 2023
- [j16]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: 27883-27892 (2023) - [j15]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: 49102-49113 (2023) - [j14]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): 3080 (2023) - 2022
- [j13]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: 35287-35301 (2022) - [j12]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: 108271 (2022) - [j11]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): 1788-1803 (2022) - [c5]Mehmet Serdar Güzel, Erkan Bostanci, Alok Mishra:
Mobile Robot Navigation with Swarm Intelligence using a Decentralized Strategy. SII 2022: 838-843 - [i15]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 abs/2203.04799 (2022) - 2021
- [j10]Firat Akba, Ihsan Tolga Medeni, Mehmet Serdar Güzel, Iman N. Askerzade:
Manipulator Detection in Cryptocurrency Markets Based on Forecasting Anomalies. IEEE Access 9: 108819-108831 (2021) - [j9]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: 9963018:1-9963018:14 (2021) - [j8]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): 62-77 (2021) - [j7]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): 1781-1796 (2021) - [i14]Aysegül Yanik, Mehmet Serdar Güzel, Mertkan Yanik, Erkan Bostanci:
Machine Learning Based Early Fire Detection System using a Low-Cost Drone. CoRR abs/2101.09362 (2021) - [i13]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 abs/2101.09987 (2021) - [i12]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 abs/2101.12717 (2021) - [i11]Emre Cihan Ates, Erkan Bostanci, Mehmet Serdar Güzel:
Comparative Performance of Machine Learning Algorithms in Cyberbullying Detection: Using Turkish Language Preprocessing Techniques. CoRR abs/2101.12718 (2021) - [i10]Mustafa Zor, Erkan Bostanci, Mehmet Serdar Güzel, Erinç Karatas:
Analysis of Interpolation based Image In-painting Approaches. CoRR abs/2102.06564 (2021) - [i9]Talha Dilber, Mehmet Serdar Güzel, Erkan Bostanci:
A new Video Synopsis Based Approach Using Stereo Camera. CoRR abs/2106.12362 (2021) - 2020
- [j6]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: 100631-100644 (2020) - [j5]Ahmad Mozaffer 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): 6378 (2020) - [c4]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: 459-463 - [c3]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: 1-4
2010 – 2019
- 2019
- [j4]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): 691-707 (2019) - [i8]Elit Cenk Alp, Mehmet Serdar Güzel:
Playing Flappy Bird via Asynchronous Advantage Actor Critic Algorithm. CoRR abs/1907.03098 (2019) - 2018
- [i7]Egemen Turkyilmaz, Alper Akgul, Erkan Bostanci, Mehmet Serdar Güzel:
Detection of Light Sleep Periods Using an Accelerometer Based Alarm System. CoRR abs/1802.09358 (2018) - [i6]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 abs/1803.07015 (2018) - [i5]Mehmet Serdar Güzel, Erkan Meral:
A novel real time geolocation tracking tool. CoRR abs/1803.08325 (2018) - [i4]Hakan Yilmaz, Osman Nacar, Ozgur Sezgin, Erkan Bostanci, Mehmet Serdar Güzel:
Custom RFID Location Simulator. CoRR abs/1803.11252 (2018) - [i3]Abdullah Asim Yilmaz, Mehmet Serdar Güzel, Iman Askerbeyli, Erkan Bostanci:
A Vehicle Detection Approach using Deep Learning Methodologies. CoRR abs/1804.00429 (2018) - 2017
- [j3]Mehmet Serdar Güzel, Mehmet Kara, Mehmet Sitki Beyazkiliç:
An adaptive framework for mobile robot navigation. Adapt. Behav. 25(1): 30-39 (2017) - [i2]Hamide Ozlem Dalgic, Erkan Bostanci, Mehmet Serdar Güzel:
Genetic Algorithm Based Floor Planning System. CoRR abs/1704.06016 (2017) - [i1]Erkan Bostanci, Nadia Kanwal, Betul Bostanci, Mehmet Serdar Güzel:
A Fuzzy Brute Force Matching Method for Binary Image Features. CoRR abs/1704.06018 (2017) - 2016
- [j2]Panus Nattharith, Mehmet Serdar Güzel:
Machine vision and fuzzy logic-based navigation control of a goal-oriented mobile robot. Adapt. Behav. 24(3): 168-180 (2016) - 2013
- [j1]Mehmet Serdar Güzel, Yasin Hinislioglu:
A robotic software for intelligent applications. Artif. Life Robotics 18(1-2): 76-82 (2013)
2000 – 2009
- 2008
- [c2]Baki Koyuncu, Mehmet Serdar Güzel:
Software Analysis of Lynx 6 Robot Arm. ARCS 2008: 1-8 - [c1]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: 145-150
Coauthor Index
aka: Gazi Erkan Bostanci
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last updated on 2024-10-07 22:22 CEST by the dblp team
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