Fatih Ertam

Most-cited papers

Machine learning methods for cyber security intrusion detection: Datasets and comparative study
Ilhan Firat Kilincer, Fatih Ertam, Abdulkadir Şengür
2021Comput. Networks344 citations Open access
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Data classification with deep learning using Tensorflow
Fatih Ertam, G. Aydin
20172017 International Conference on Computer Science and Engineering (UBMK)189 citations Open access
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Automated detection of cybersecurity attacks in healthcare systems with recursive feature elimination and multilayer perceptron optimization
Ilhan Firat Kilincer, Fatih Ertam, Abdulkadir Sengur, Ru-Yan Tan +1 more
2022Biocybernetics and Biomedical Engineering135 citations Open access
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An effective gender recognition approach using voice data via deeper LSTM networks
Fatih Ertam
201983 citations Open access
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Automated Parkinson's disease recognition based on statistical pooling method using acoustic features.
Orhan Yaman, Fatih Ertam, Türker Tuncer
2019Medical Hypotheses81 citations Open access
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A dynamic center and multi threshold point based stable feature extraction network for driver fatigue detection utilizing EEG signals
T. Tuncer, M. Kutlu Sengul, Fatih Ertam, A. Subasi
2020Cognitive Neurodynamics70 citations Open access
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A new approach for internet traffic classification: GA-WK-ELM
Fatih Ertam, E. Avci
201766 citations Open access
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A comprehensive intrusion detection framework using boosting algorithms
Ilhan Firat Kilincer, Fatih Ertam, Abdulkadir Şengür
2022Computers & electrical engineering63 citations Open access
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Ensemble residual network-based gender and activity recognition method with signals
T. Tuncer, Fatih Ertam, M. Kutlu Sengul, Emrah Aydemir +1 more
2020Journal of Supercomputing53 citations Open access
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Analysis of bioconvection and oxytactic microorganisms in a porous cavity with nano-enhanced phase change materials and quadrant heater: Application of support vector regression based model
S. Hussain, Fatih Ertam, M. Ben Hamida, H. Oztop +1 more
2023Journal of Energy Storage51 citations Open access
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An Automated Daily Sports Activities and Gender Recognition Method Based on Novel Multikernel Local Diamond Pattern Using Sensor Signals
T. Tuncer, Fatih Ertam, M. Kutlu Sengul, A. Subasi
2020IEEE Transactions on Instrumentation and Measurement48 citations Open access
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Neighborhood component analysis and reliefF based survival recognition methods for Hepatocellular carcinoma
Türker Tuncer, Fatih Ertam
202046 citations Open access
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A novel ensemble local graph structure based feature extraction network for EEG signal analysis
T. Tuncer, M. Kutlu Sengul, Fatih Ertam, A. Subasi
2020Biomedical Signal Processing and Control37 citations Open access
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Turkish abstractive text document summarization using text to text transfer transformer
Betul Ay, Fatih Ertam, Guven Fidan, G. Aydin
2023Alexandria Engineering Journal34 citations Open access
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An intelligent approach to investigate the effects of container orientation for PCM melting based on an XGBoost regression model
Burak Kıyak, H. Öztop, Fatih Ertam, I. Aksoy
2024Engineering analysis with boundary elements32 citations Open access
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Classification of firewall log files with multiclass support vector machine
Fatih Ertam, M. Kaya
2018International Symposium on Digital Forensics and Security32 citations Open access
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Passive control of, energy storage of NePCM, heat and mass transfer with gamma-shaped baffle in a thermo-bioconvection system using CFD and artificial intelligence
S. Hussain, Fatih Ertam, M. Ben Hamida, H. Oztop +1 more
2023International Communications in Heat and Mass Transfer30 citations Open access
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Automatic voice based disease detection method using one dimensional local binary pattern feature extraction network
T. Tuncer, M. Kutlu Sengul, Fatih Ertam
201922 citations Open access
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Intrusion detection in computer networks via machine learning algorithms
Fatih Ertam, Orhan Yaman
20172017 International Artificial Intelligence and Data Processing Symposium (IDAP)22 citations Open access
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Effects of an inclined heated fin in a lid-driven cavity with non-Newtonian bioconvection: A computational fluid dynamics and artificial intelligence analysis
S. Hussain, H. Öztop, M. Aldhabani, Fatih Ertam
2025The Physics of Fluids20 citations Open access
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A New IoT Application for Dynamic WiFi based Wireless Sensor Network
Fatih Ertam, Ilhan Firat Kilincer, Orhan Yaman, Abdulkadir Sengur
20202020 International Conference on Electrical Engineering (ICEE)18 citations Open access
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Mixed bioconvection of nanofluid of oxytactic bacteria through a porous cavity with inlet and outlet under periodic magnetic field using artificial intelligence based on LightGBM algorithm
S. Hussain, H. Öztop, A. Alsharif, Fatih Ertam
2024Thermal Science and Engineering Progress17 citations Open access
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In-vehicle communication cyber security: A comprehensive review of challenges and solutions
Batuhan Gül, Fatih Ertam
2024Vehicular Communications15 citations Open access
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Abstractive text summarization using deep learning with a new Turkish summarization benchmark dataset
Fatih Ertam, G. Aydin
2021Concurrency and Computation15 citations Open access
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A novel spiral pattern and 2D M4 pooling based environmental sound classification method
T. Tuncer, A. Subasi, Fatih Ertam, M. Kutlu Sengul
202015 citations Open access
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A novel neural network based image descriptor for texture classification
T. Tuncer, M. Kutlu Sengul, Fatih Ertam
2019Physica A: Statistical Mechanics and its Applications15 citations Open access
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Automated malware recognition method based on local neighborhood binary pattern
T. Tuncer, Fatih Ertam, M. Kutlu Sengul
2020Multimedia tools and applications14 citations Open access
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Automated malware identification method using image descriptors and singular value decomposition
T. Tuncer, Fatih Ertam, M. Kutlu Sengul
2021Multimedia tools and applications13 citations Open access
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Near Real-Time Ethereum Fraud Detection Using Explainable AI in Blockchain Networks
Fatih Ertam
2025Applied Sciences11 citations Open access
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An efficient hybrid deep learning approach for internet security
Fatih Ertam
2019Physica A: Statistical Mechanics and its Applications11 citations Open access
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Deep learning based text classification with Web Scraping methods
Fatih Ertam
20182018 International Conference on Artificial Intelligence and Data Processing (IDAP)11 citations
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A survival classification method for hepatocellular carcinoma patients with chaotic Darcy optimization method based feature selection.
Fahrettin Burak Demir, Türker Tuncer, A. F. Kocamaz, Fatih Ertam
2020Medical Hypotheses9 citations Open access
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An automated crack detection method for underwater structures based on multilevel DWT and LPQ feature generation
Orhan Yaman, Türker Tuncer, Fatih Ertam
2023Multimedia tools and applications8 citations Open access
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SPA-IDS: An intelligent intrusion detection system based on vertical mode decomposition and iterative feature selection in computer networks
Ilhan Firat Kilincer, Türker Tuncer, Fatih Ertam, Abdulkadir Şengür
2022Microprocessors and microsystems8 citations
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Classification with Intelligent Systems for Internet Traffic in Enterprise Networks
Fatih Ertam, Engin Avci
8 citations Open access
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A Conceptual Framework for Database Anti-forensics Impact Mitigation
Bashir Zak Adamu, M. Karabatak, Fatih Ertam
2020International Symposium on Digital Forensics and Security6 citations Open access
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Automated Fake Access Point Attack Detection and Prevention System with IoT Devices
Ilhan Firat Kilincer, Fatih Ertam, Abdulkadir Şengür
2020Balkan Journal of Electrical and Computer Engineering5 citations Open access
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Automated UHF RFID‐based book positioning and monitoring method in smart libraries
Orhan Yaman, Fatih Ertam, Türker Tuncer, Ilhan Firat Kilincer
2020IET Smart Cities5 citations Open access
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Pattern lock screen detection method based on lightweight deep feature extraction
Fatih Ertam, Ömer Faruk Yakut, Türker Tuncer
2022Neural computing & applications (Print)4 citations Open access
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A Digital Forensics Analysis for Detection of The Modified COVID-19 Mobile Application
Ömer Faruk Yakut, Fatih Ertam
20202020 5th International Conference on Computer Science and Engineering (UBMK)4 citations Open access
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Network Traffic Classification via Kernel Based Extreme Learning Machine
Fatih Ertam, E. Avci
20164 citations Open access
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A Watermarking Application for Authentication of Holy Quran
T. Tuncer, Fatih Ertam, E. Avci
20132013 Taibah University International Conference on Advances in Information Technology for the Holy Quran and Its Sciences4 citations Open access
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A Digital Forensics Approach for Lost Secondary Partition Analysis using Master Boot Record Structured Hard Disk Drives
Erhan Akbal, Ömer Faruk Yakut, M. Kutlu Sengul, T. Tuncer +1 more
2021Sakarya University Journal of Computer and Information Sciences3 citations Open access
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Automatic fault detection with Bayes method in university campus network
Ilhan Firat Kilincer, Fatih Ertam, Orhan Yaman, Ayhan Akbal
20172017 International Artificial Intelligence and Data Processing Symposium (IDAP)3 citations Open access
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Analysis of data using machine learning approaches in social networks
Fatih Ertam
20172017 International Conference on Computer Science and Engineering (UBMK)3 citations Open access
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A Novel Feature Extraction and Detection Model for Phishing Scam on Ethereum Using Machine Learning
Fatih Ertam, Düzgün Küçük, Ilhan Firat Kilincer
2025Concurrency and Computation2 citations Open access
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Automated book location and classification method using RFID tags for smart libraries
Orhan Yaman, Türker Tuncer, Fatih Ertam
2021Microprocessors and microsystems2 citations Open access
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An automated internet of behavior detection method based on feature selection and multiple pooling using network data
Ilhan Firat Kilincer, Türker Tuncer, Fatih Ertam, Abdulkadir Sengur
2023Multimedia tools and applications1 citations Open access
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Data Manipulation and Digital Forensics Analysis on WhatsApp Application
Düzgün Küçük, Ömer Faruk Yakut, Barış Cevız, Emre Çakar +1 more
20222022 15th International Conference on Information Security and Cryptography (ISCTURKEY)1 citations Open access
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Computational intelligence in surface electromyogram signal classification
T. Tuncer, M. Kutlu Sengul, Fatih Ertam, A. Subasi
2021High Performance Computing for Intelligent Medical Systems1 citations
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