Hybrid Ensemble Deep Learning Framework with Snake and EVO Optimization for Multiclass Classification of Alzheimer’s Disease Using MRI Neuroimaging Alhagi Arej Masod Rajab,ATA OĞUZ Electronics Cilt.14 Sayf.1-42 2025 https://doi.org/10.3390/electronics14214328
Integrative machine learning approaches for enhanced cardiovascular disease prediction: a comparative analysis of XGBoost and ANFIS algorithms Muhyi Diyar Fadhil,ATA OĞUZ JOURNAL OF SUPERCOMPUTING Cilt.81 Sayf.- 2025 https://doi.org/10.1007/s11227-025-07687-9
HawkFish Optimization Algorithm: A Gender-Bending Approach for Solving Complex Optimization Problems Alkharsan Ali,ATA OĞUZ Electronics Cilt.14 Sayf.611- 2025 https://doi.org/10.3390/electronics14030611
A comprehensive analysis and performance evaluation for osteoporosis prediction models Alden Zahraa Shams,ATA OĞUZ PeerJ Computer Science Cilt.10 Sayf.1-28 2024 https://doi.org/10.7717/peerj-cs.2338
Multisource Data Framework for Prehospital Emergency Triage in Real-Time IoMT-Based Telemedicine Systems Abdulrahman Ahmed Jasim,ATA OĞUZ,Salman Omar Hussein International Journal of Medical Informatics Cilt.192 Sayf.1-18 2024 https://doi.org/10.1016/j.ijmedinf.2024.105608
Diabetic retinopathy detection using developed hybrid cascaded multi-scale DCNN with hybrid heuristic strategy TABTABA AHLAM ASADIG ALI,ATA OĞUZ Biomedical Signal Processing and Control Cilt.89 Sayf.1-25 2024 https://doi.org/10.1016/j.bspc.2023.105718
Obstacle Avoidance Capability for Multi-Target Path Planning in Different Styles of Search Alhassow Mustafa Mohammed,ATA OĞUZ,ATİLLA DOĞU ÇAĞDAŞ Computers, Materials & Continua Cilt.81 Sayf.749-771 2024 https://doi.org/10.32604/cmc.2024.055592
ENHANCING IIOT SECURITY WITH MACHINE LEARNING AND DEEP LEARNING FOR INTRUSION DETECTION Awad Omer Fawzi,HAZIM LAYTH RAFEA,Jasim Abdulrahman Ahmed,ATA OĞUZ Malaysian Journal of Computer Science Cilt.37 Sayf.139-153 2024 https://doi.org/10.22452/mjcs.vol37no2.3
e-Diagnostic system for diabetes disease prediction on an IoMT environment-based hyper AdaBoost machine learning model Abdulrahman Ahmed Jasim,HAZIM LAYTH RAFEA,Qasim Hayder Mohammed,Mohammedqasem Roa'a,ATA OĞUZ,Salman Omar Hussein The Journal of Supercomputing Cilt.80 Sayf.15664-15689 2024 https://doi.org/10.1007/s11227-024-06082-0
ENHANCING PREDICTIVE PERFORMANCE IN COVID-19 HEALTHCARE DATASETS: A CASE STUDY BASED ON HYPER ADASYN OVER-SAMPLING AND GENETIC FEATURE SELECTION Qasim Hayder Mohammed,Abdulrahman Ahmed Jasim,Mohammedqasem Roa'a,ATA OĞUZ JOURNAL OF ENGINEERING SCIENCE AND TECHNOLOGY Cilt.19 Sayf.598-617 2024 https://www.webofscience.com/wos/woscc/full-record/WOS:001208135400008
Enhancing Self-Care Prediction in Children with Impairments: A Novel Framework for Addressing Imbalance and High Dimensionality Alyasin Eman Ibrahim,ATA OĞUZ,Qasim Hayder Mohammed,Mohammedqasem Roa'a APPLIED SCIENCES-BASEL Cilt.14 Sayf.356- 2023
Multi-objective deep learning framework for COVID-19 dataset problems Mohammedqasem Roa'a, Qasim Hayder Mohammed, Biabani Sardar Asad Ali, ATA OĞUZ, Alomary Mohammad N., Almehmadi Mazen, Alsairi Ahad Amer, Ansari Mohammad Azam Journal of King Saud University - Science Cilt.35 Sayf.1-1 2023 http://dx.doi.org/10.1016/j.jksus.2022.102527
Classification of melanonychia, Beau’s lines, and nail clubbing based on nail images and transfer learning techniques Coşar Soğukkuyu Derya Yeliz, ATA OĞUZ PeerJ Computer Science Cilt.9 Sayf.1-17 2023 http://dx.doi.org/10.7717/peerj-cs.1533
Targeting SARS-CoV-2 Nsp12/Nsp8 interaction interface with approved and investigational drugs: an in silico structure-based approach MUTLU ÖZAL,UĞUREL OSMAN MUTLUHAN,SARIYER EMRAH,ATA OĞUZ,İnci Tuğba Gül,Uğurel Erennur,KOÇER SİNEM,BALIK DİLEK Journal of Biomolecular Structure and Dynamics Cilt.40 Sayf.918-930 2020 http://dx.doi.org/10.1080/07391102.2020.1819882
Electronic Health Records System Using Blockchain Technology ALMUBARAK Hasan Qasim Hasan, ATA OĞUZ, Yassin Ali Adel Webology Cilt.18 Sayf.580-593 2021 https://www.scopus.com/record/display.uri?eid=2-s2.0-85119685386&origin=resultslist&sort=plf-f&src=s&st1=10.14704%2fWEB%2fV18SI05%2fWEB18248&sid=e436fd603ea461f06157a542ec719d60&sot=b&sdt=b&sl=34&s=DOI%2810.14704%2fWEB%2fV18SI05%2fWEB18248%29&relpos=0&citeCnt=0&searchTerm=
Veri Madenciliği ve Makine Öğrenimi ile Döviz Kuru Tahmini Uygulaması ERBUDAK Ahmet Ersin, ATA OĞUZ Fırat Üniversitesi Mühendislik Bilimleri Dergisi Cilt.34 Sayf.553-563 2022 http://dx.doi.org/10.35234/fumbd.1078207
Novel hybrid classification model for multi-class imbalanced lithology dataset Alyasin Eman Ibrahim, ATA OĞUZ, Qasim Hayder Mohammed Optik Cilt.270 Sayf.1-9 2022 http://dx.doi.org/10.1016/j.ijleo.2022.170047
Diagnosing Coronary Artery Disease on the Basis of Hard Ensemble Voting Optimization Qasim Hayder Mohammed, Mohammedqasem Roa'a, ATA OĞUZ, Alyasin Eman Ibrahim MEDICINA-LITHUANIA Cilt.58 Sayf.13- 2022 https://www.mdpi.com/1648-9144/58/12/1745
Feature Model Configuration Reuse Scheme for Self-Adaptive Systems Alkubaisi Sumaya, ATA OĞUZ, Ghoul Said CMC-Computers Materials & Continua Cilt.71 Sayf.1249-1262 2022 http://dx.doi.org/10.32604/cmc.2022.019434
Real-time data of COVID-19 detection with IoT sensor tracking using artificial neural network Mohammedqasem Roa'a, Qasim Hayder Mohammed, ATA OĞUZ COMPUTERS & ELECTRICAL ENGINEERING Cilt.100 Sayf.1-10 2022 http://dx.doi.org/10.1016/j.compeleceng.2022.107971
Optimized YOLOv4 Algorithm for Car Detection in Traffic Flow ALQARAGHULI Alzubair, ATA OĞUZ Turkish Journal of Science and Technology Cilt.17 Sayf.395-403 2022 http://dx.doi.org/10.55525/tjst.1123195
Enhancing the Process of AES: A Lightweight Cryptography Algorithm AES for Ad-hoc Environments Al-handhal Mustafa, Abdullah Alharith A., ATA OĞUZ, AYDIN ÇAĞATAY Çanakkale Onsekiz Mart University Journal of Advanced Research in Natural and Applied Sciences Cilt.8 Sayf.569-582 2022 https://dergipark.org.tr/en/download/article-file/2235328
Hybrid Feature Selection Framework for the Parkinson Imbalanced Dataset Prediction Problem Qasim Hayder Mohammed, ATA OĞUZ, Ansari Mohammad Azam, Alomary Mohammad N., Alghamdi Saad, Almehmadi Mazen Medicina-Lithuania Cilt.57 Sayf.1-13 2021 http://dx.doi.org/10.3390/medicina57111217
An updated analysis of variations in SARS-CoV-2 genome Ugurel Osman Mutluhan, ATA OĞUZ, BALIK DİLEK TURKISH JOURNAL OF BIOLOGY Cilt.44 Sayf.157-167 2020 https://journals.tubitak.gov.tr/biology/issues/biy-20-44-si-1/biy-44-si-1-4-2005-111.pdf
Evaluation of the potency of FDA-approved drugs on wild type and mutant SARS-CoV-2 helicase (Nsp13) UĞUREL OSMAN MUTLUHAN, MUTLU ÖZAL, SARIYER EMRAH, ATA OĞUZ, KOÇER SİNEM, Uğurel Erennur, Gül İnci Tuğba, BALIK DİLEK INTERNATIONAL JOURNAL OF BIOLOGICAL MACROMOLECULES Cilt.163 Sayf.1687-1696 2020 http://dx.doi.org/10.1016/j.ijbiomac.2020.09.138
Genomic chronicle of SARS-CoV-2: a mutational analysis with over 1 million genome sequences UĞUREL OSMAN MUTLUHAN, ATA OĞUZ, BALIK DİLEK TURKISH JOURNAL OF BIOLOGY Cilt.45 Sayf.425-435 2021 http://dx.doi.org/10.3906/biy-2106-8
Comparative Analysis of Different Distributions Dataset by Using Data Mining Techniques on Credit Card Fraud Detection ATA OĞUZ, Hazim Layth TEHNICKI VJESNIK-TECHNICAL GAZETTE Cilt.27 Sayf.618-626 2020 https://doi.org/10.17559/TV-20180427091048
Protocol Design for Secure Communication in WSN ATA OĞUZ,BALIK HASAN HÜSEYİN,UÇAR ERDEM TEM JOURNAL-TECHNOLOGY EDUCATION MANAGEMENT INFORMATICS Cilt.6 Sayf.192-204 2017 http://www.temjournal.com/content/62/TemJournalMay2017_192_204.pdf
Fast and Rigorous Assignment Algorithm for Multiple Reference and Calculation Ümit Çiftci,ATA OĞUZ,BALIK HASAN HÜSEYİN Turkish Journal of Computer and Mathematics Education Cilt.1 Sayf.187-199 2010
Makaleler (Ulusal)
Davranışsal Biyometrinin 5 Yılı: Kimlik Doğrulama ve Anomali Tespit Uygulamaları GÜMÜŞ FATMA,ATA OĞUZ,BALIK HASAN HÜSEYİN Fırat Üniversitesi Mühendislik Bilimleri Dergisi Cilt.30 Sayf.345-364 2018 http://dergipark.gov.tr/fumbd/issue/35837/400561
Kablosuz Algılarıcıların Güncel Kullanım Alanları ATA OĞUZ,UÇAR ERDEM,BALIK HASAN HÜSEYİN İstanbul Aydın Üniversitesi Fen Bilimleri Dergisi Cilt.1 Sayf.85-101 2011
A Novel Algorithm for Computer Based Assessment Ata O, Balık HH BEU Journal of Science and Technology Cilt.2 Sayf.57-59 2012
Bildiriler (Uluslararası)
Optimizing Deep Learning Models for Osteoporosis Detection: A Case Study on Knee X-Ray Images using Transfer Learning Alden Zahraa Shams,ATA OĞUZ 6th International Conference on Natural Language Processing, Information Retrieval and AI (NIAI 2025) Cilt.15 Sayf.- 25.01.2025 https://doi.org/10.5121/csit.2024.150207
Forensic Image Enhancement and Forgery Detection Using Advanced Image Processing Techniques and Convolutional Neural Networks Nofan Mohammed Waleed,ATA OĞUZ 2025 International Conference on Computer Sciences, Engineering, and Technology Innovation (ICoCSETI) Cilt. Sayf.548-553 21.01.2025 https://doi.org/10.1109/icocseti63724.2025.11020021
Textual Authenticity in the AI Era: Evaluating BERT and RoBERTa with Logistic Regression and Neural Networks for Text Classification HAZIM LAYTH RAFEA,ATA OĞUZ 2024 International Symposium on Electronics and Telecommunications (ISETC) Cilt. Sayf.1-6 20.12.2024 https://doi.org/10.1109/isetc63109.2024.10797291
AI-Driven Triage: A Graph Neural Network Approach for Prehospital Emergency Triage Patients in IoMT-Based Telemedicine Systems Abdulrahman Ahmed Jasim,ATA OĞUZ,Salman Omar Hussein 2024 International Symposium on Electronics and Telecommunications (ISETC) Cilt. Sayf.1-7 20.12.2024 https://doi.org/10.1109/isetc63109.2024.10797314
Efficient Energy and QoS Based Routing Algorithm for Wireless Body Area Network Ojelade Afolabi Kazem, IBRAHIM ABDULLAHI ABDU, ATA OĞUZ 5th International Symposium on Multidisciplinary Studies and Innovative Technologies Cilt. Sayf.110-115 20.07.2020 https://ieeexplore.ieee.org/document/9604714
Drug repositioning to identify SARS-CoV-2 Nsp12/Nsp8 interaction interface inhibitors. MUTLU ÖZAL,UĞUREL OSMAN MUTLUHAN,SARIYER EMRAH,ATA OĞUZ,İnci Tuğba Gül,Uğurel Erennur,KOÇER SİNEM,BALIK DİLEK FEMS 2020 ONLINE CONFERENCE Cilt. Sayf.- 28.10.2020
Diagnosing Cervical Cancer Using Machine Learning Methods Coşar Soğukkuyu Derya Yeliz, ATA OĞUZ 2022 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA) Cilt. Sayf.1-3 27.06.2022 http://dx.doi.org/10.1109/hora55278.2022.9800033
Automated Evaluation of the Virtual Assistant in Bleu and Rouge Scores Chatoui Hajar, ATA OĞUZ 2021 3rd International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA) Cilt. Sayf.1-6 13.06.2021 http://dx.doi.org/10.1109/hora52670.2021.9461351
Lightweight fog based solution for privacy-preserving in IoT using blockchain Alkhazaali Ali Haleem, ATA OĞUZ 2020 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA) Cilt. Sayf.- 30.07.2020 https://ieeexplore.ieee.org/document/9152923/
Nonholonomic path planning for a mobile robot based on Voronoi and Q-Learning algorithm Alhassow Mustafa Mohammed, ATA OĞUZ, ATİLLA DOĞU ÇAĞDAŞ 1st INTERNATIONAL CONFERENCE ON COMPUTING AND MACHINE INTELLIGENCE Cilt. Sayf.236-238 https://icmi.aiplustech.org/assets/docs/Proceedings.pdf
Car-Like Robot Path Planning Based on Voronoi and Q-Learning Algorithms Alhassow Mustafa Mohammed, ATA OĞUZ, ATİLLA DOĞU ÇAĞDAŞ 2021 International Conference on Engineering and Emerging Technologies (ICEET) Cilt. Sayf.- 11.06.2021 http://dx.doi.org/10.1109/iceet53442.2021.9659777
RCAM based maintenance plan of the power transformers using k-means clustering algorithm KÖKSAL HAVVA AYSUN,ÖZDEMİR AYDOĞAN,ATA OĞUZ 2017 19th International Conference on Intelligent System Application to Power Systems (ISAP) Cilt.19 Sayf.1-6 19.10.2017 http://ieeexplore.ieee.org/document/8071391/
Bildiriler (Ulusal)
Tek Nükleotit Farklılıklarına Dayalı Bir Mycoplasma Tanı Paneli Çalışması Uğurel Osman Mutluhan,ATA OĞUZ,BALIK DİLEK 19. ULUSLARARASI KATILIMLI ULUSAL BİYOTEKNOLOJİ KONGRESİ Cilt. Sayf.30-30 31.12.2017 http://www.biyoteknolojikongre.com/dipnotpanel/plugins/js/tinymce/plugins/fileman/Uploads/19.UKUBK20Bilimsel20Program/19.ukubk20bildiriler20kitabC4B120__.pdf
Yeni Nesil DNA Teknolojilerinin Biyoinformatik Araçlar ile Entegrasyonu ve Tanı Paneli Tasarımında Kullanılması Uğurel Osman Mutluhan,ATA OĞUZ,BALIK DİLEK Ulusal Moleküler Biyoloji ve Biyoteknoloji Kongresi Cilt. Sayf.- 24.08.2015
