Fatih V. Çelebi

Ankara University — Turkey

Engineering · Physical Sciences

13h-index844citations76works2.22yr avg
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Research Topics

Advanced Fiber Optic Sensors(12), Semiconductor Lasers and Optical Devices(12), Optical Network Technologies(8), Neural Networks and Applications(5), Vehicular Ad Hoc Networks (VANETs)(5)

Publications76 total

Advanced deep reinforcement learning for optimizing 3D printing toolpaths: A framework with enhanced agent architectures, Count-Prioritized Replay, and curriculum learning
Engineering Science and Technology an International Journal·2025Open Access
A review on software defined networking (SDN) process for corporate security and forensics compliances
AIP conference proceedings·2025Open Access
Decoding pulsatile patterns of cerebrospinal fluid dynamics through enhancing interpretability in machine learning
Scientific Reports·2024· 1 citedOpen Access
Evolutionary feature selection for machine learning based malware classification
Engineering Science and Technology an International Journal·2024· 12 citedOpen Access
The Evaluation of the Pain-Relief Effect of Mechanical Vibration in Conventional Fixed and Clear Aligner Treatments
Acta Scientific Dental Scienecs·2024Open Access
Developing Healthcare using Internet of Things (IoT): A Survey of Applications, Challenges and Future Directions
BIO Web of Conferences·2024Open Access
An Approach Using in Communication Network Apply in Healthcare System Based on the Deep Learning Autoencoder Classification Optimization Metaheuristic Method
Wireless Personal Communications·2023
SEGMENTATION OF SPINAL SUBARACHNOID LUMEN WITH 3D ATTENTION U-NET
Journal of Mechanics in Medicine and Biology·2022· 3 cited
A Combined Method for Object Detection under Rain Conditions Using Deep Learning
2022 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA)·2022· 5 cited
Imputation by feature importance (IBFI): A methodology to envelop machine learning method for imputing missing patterns in time series data
PLoS ONE·2022· 23 citedOpen Access
An Improved Imputation Method for Accurate Prediction of Imputed Dataset Based Radon Time Series
IEEE Access·2022· 13 citedOpen Access
Anomalies Prediction in Radon Time Series for Earthquake Likelihood Using Machine Learning-Based Ensemble Model
IEEE Access·2022· 42 citedOpen Access
A novel method to ensure the security of the shared medical data using smart contracts: Organ transplantation sample
Concurrency and Computation Practice and Experience·2021· 9 cited
Correction to: Anomaly Classification for Earthquake Prediction in Radon Time Series Data Using Stacking and Automatic Anomaly Indication Function
Pure and Applied Geophysics·2021· 3 citedOpen Access
Anomaly Classification for Earthquake Prediction in Radon Time Series Data Using Stacking and Automatic Anomaly Indication Function
Pure and Applied Geophysics·2021· 14 cited
Interpolated binary search: An efficient hybrid search algorithm on ordered datasets
Engineering Science and Technology an International Journal·2021· 9 citedOpen Access
A Novel Framework Using Deep Auto-Encoders Based Linear Model for Data Classification
Sensors·2020· 22 citedOpen Access
Widely triple Brillouin frequency shift multiwavelength Brillouin erbium fiber laser
Optical and Quantum Electronics·2020· 10 cited
The World of Defacers: Looking Through the Lens of Their Activities on Twitter
IEEE Access·2020· 9 citedOpen Access
Parkinson’s Disease Based on Artificial Neural Network and Support Vector Machine
AYBU AVESIS·2019
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Frequent Co-authors

Murat Yücel(8), H. Haldun Göktaş(7), Baha Şen(5), Adil Aslam Mir(5), Muhammad Rafique(5), Mohammed Joudah Zaiter(5), Suat Özdemır(5), Kenan Danışman(4), Şahin Emrah Amrahov(4), Muntaser A. Salman(4), Remzi Yıldırım(4), Musa Peker(3), Hilal Kaya(3), Hande Arslan(3), Kimberlee J. Kearfott(3), Ilker Dalkiran(2), Ahmad Karim(2), Mehmet Serdar Güzel(2), Mehmet R. Tolun(2), Abdülkadir But(2)