Erkan Bostancı

Ankara University — Turkey

Engineering · Physical Sciences

21h-index1.4kcitations152works3.12yr avg
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Research Topics

Robotics and Sensor-Based Localization(31), Advanced Image and Video Retrieval Techniques(21), Augmented Reality Applications(12), 3D Surveying and Cultural Heritage(9), Advanced Vision and Imaging(8)

Publications152 total

TrVLM: A Turkish Vision-Language Model for Captioning and Visual Question Answering
2025
Tumor-Targeted Nanoparticle Delivery Prediction Using Machine Learning
2025
Subcellular Localization with Machine Learning Methods
2025
APD-FFNet: a novel explainable deep feature fusion network for automated periodontitis diagnosis on dental panoramic radiography
Dentomaxillofacial Radiology·2025· 2 cited
Impact of Modules on the UNet System for Seismic Image Analysis
Traitement du signal·2025Open Access
A wearable self-learning expert system for dental trauma diagnosis process
Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering·2025Open Access
Genetic Algorithms-Based Spot Size Optimization for a Synchrotron Beamline Comprising of Focusing Lenses and KB-Mirrors
Lecture notes in networks and systems·2025
Development of a New Non-Destructive Analysis Method in Cultural Heritage with Artificial Intelligence
Electronics·2024· 2 citedOpen Access
Effect of Data Augmentation Method in Applied Science Data-Based Salt Area Estimation with U-Net
Türkiye teknoloji ve uygulamalı bilimler dergisi.·2024Open Access
Heuristic algorithm for an optimal solution of fully fuzzy transportation problem
Computing·2024· 9 cited
Evolutionary feature selection for machine learning based malware classification
Engineering Science and Technology an International Journal·2024· 12 citedOpen Access
A comprehensive comparison of the two MPPT techniques (P&O, SMC) for photovoltaic systems
Algerian Journal of Signals and Systems·2024· 1 citedOpen Access
Optimization of synchrotron radiation parameters using swarm intelligence and evolutionary algorithms
Journal of Synchrotron Radiation·2024· 5 citedOpen Access
Cloud type classification using deep learning with cloud images
PeerJ Computer Science·2024· 13 citedOpen Access
Saldırı tespiti için metasezgisel tabanlı özellik seçim yöntemi kullanan evrişimli sinir ağı modelleri
Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi·2023· 2 citedOpen Access
Comparative analysis of the MPPT methods employed in the PV system, involving incremental conductance control and sliding mode control
2023· 2 cited
Development of a Simulator for UAV Swarm Operation Planning using Evolutionary Algorithms
2023Open Access
A dedicated application of evolutionary algorithms: synchrotron X-ray radiation optimization based on an in-vacuum undulator
Canadian Journal of Physics·2023· 2 cited
Crohn’s Disease Prediction Using Sequence Based Machine Learning Analysis of Human Microbiome
Diagnostics·2023· 11 citedOpen Access
ML based prediction of COVID-19 diagnosis using statistical tests
Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering·2023· 1 citedOpen Access
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Frequent Co-authors

Mehmet Serdar Güzel(28), Nadia Kanwal(10), Koray Açıcı(9), Tunç Aşuroğlu(8), Adrian F. Clark(8), Metehan Ünal(5), Fatih Ekinci(4), Güler Burcu Senirkentli(4), Berna Seref(4), Betul Bostanci(3), Esra Sivari(3), Alok Mishra(3), Özlem Dağlı(3), Abdullah Asım Yılmaz(2), I. N. Askerzade(2), Evren Sertalp(2), Mürüvvet Kalkan(2), Omurhan Avni Soysal(2), Büşra Emek Soylu(1), Yilmaz Ar(1)