Search Results - "Bostancı, Gazi Erkan"

Evolutionary feature selection for machine learning based malware classification by Kale, Gülsade, Bostancı, Gazi Erkan, Çelebi, Fatih Vehbi

“…Conducting thorough research, analysis, and detection of cyber-threatening malware with the right parameters is crucial for safeguarding a country’s security…”
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RF ANTENNA DESIGN FOR BUTTON-TYPE BEAM POSITION MONITORS USING BIO-INSPIRED OPTIMIZATION METHODS by AYDIN, Ayhan, BOSTANCI, Gazi Erkan

“…Accelerator based facilities are in a leading position for crafting many scientific and technical innovations for a wide range of application from aviation to…”
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Common Thorax Diseases Recognition Using Zero-Shot Learning With Ontology In the Multi-Labelled ChestX-ray14 Data Set by Soysal, Omurhan Avni, Guzel, Mehmet Serdar, Dikmen, Mehmet, Bostanci, Gazi Erkan

“…Disease detection/recognition with limited data sets and labels in the medical image domain is a very costly and greatest challenge. Although open image data…”
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Interpretation of Magnetic Resonance Images of Temporomandibular Joint Disorders by Using Deep Learning by Ozsari, Sifa, Yapicioglu, Fatima Rabia, Yilmaz, Dilek, Kamburoglu, Kivanc, Guzel, Mehmet Serdar, Bostanci, Gazi Erkan, Acici, Koray, Asuroglu, Tunc

“…In recent years, Machine Learning (ML), especially Deep Learning (DL) approaches, has attracted great attention in medical field. In this study, we proposed a…”
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Machine Learning Applications in Dentistry by SENİRKENTLİ, Güler Burcu, BOSTANCI, Gazi Erkan, GÜZEL, Mehmet Serdar, UNAL, Metehan

“…Artificial Intelligence has emerged as a breakthrough in many fields including medicine and dentistry where new approaches can be employed to solve challenging…”
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Saldırı tespiti için metasezgisel tabanlı özellik seçim yöntemi kullanan evrişimli sinir ağı modelleri by Salati, Maryam, Askerzade, İman, Bostancı, Gazi Erkan

“…Bu çalışma, Evrişimsel sinir ağları (CNN'ler) ile birleştirilmiş bir meta-sezgisel tabanlı özellik seçim yöntemi kullanarak izinsiz giriş tespiti için yeni bir…”
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Cloudy/clear weather classification using deep learning techniques with cloud images by Kalkan, Mürüvvet, Bostancı, Gazi Erkan, Güzel, Mehmet Serdar, Kalkan, Buğrahan, Özsarı, Şifa, Soysal, Ömürhan, Köse, Güven

“…In recent years, the accessibility of weather forecasts has reached a point that checking it up on a smart device, like a smartphone, only takes a few seconds…”
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GENERATING TURKISH LYRICS WITH LONG SHORT TERM MEMORY by GÜZEL, Mehmet, ERTEN, Hakan, BOSTANCİ, Erkan

“…     Long Short Term Memory (LSTM) has gained a serious achievement on sequential data which have been used generally videos, text and time-series. In this…”
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MODERN LEARNING TECHNIQUES AND PLANT IMAGE CLASSIFICATION by ÜNAL, Metehan, BOSTANCİ, Erkan, GUZEL, Mehmet Serdar, AYDIN, Ayhan

“…The intelligent machines concept is born in sci-fi scenarios. Today it seems to be we are much closer to realizing this idea than ever before. By imitating the…”
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Analysis of Bragg curve parameters and lateral straggle for proton and carbon beams by EKİNCİ, Fatih, BOSTANCI, Gazi Erkan, DAĞLI, Özlem, GÜZEL, Mehmet Serdar

“…Heavy ions have varying effects on the target. The most important factor in comparing this effect is Linear Energy Transfer (LET). Protons and carbons are…”
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Geant4 based dosimetry evaluation for gamma knife using different phantom materials by DAĞLI, Özlem, BOSTANCI, Gazi Erkan, EMMEZ, Hakan, KURT, Gökhan, EKİNCİ, Fatih, GÜZEL, Mehmet Serdar

“…This study examines the dose difference for a variety of phantom materials that can be employed for “Leksell Gamma” Knifes. These materials resemble human…”
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Adaptation of metaheuristic algorithms to improve training performance of an ESZSL model by ÖZSARI, ŞİFA, GÜZEL, MEHMET SERDAR, BOSTANCI, GAZİ ERKAN, AYDIN, AYHAN

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Askeri savaş alanlarının gerçek zamanda 3-boyutlu sanal simülasyonu by Bostancı, Gazi Erkan

“…Bu tez çalışması kapsamında askeri savaş alanlarının gerçek zamanlı 3 boyutlu sanal benzetiminin yapıldığı bir yazılım geliştirilmiştir. Geliştirilen Sandbox…”
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Comparative analysis of the MPPT methods employed in the PV system, involving incremental conductance control and sliding mode control by Tahiri, Fadila, Harrouz, Abdelkader, Bostanci, Gazi Erkan, Hartani, Mohamed Amine, Badoud, Abdessalam, Zemitte, Seddik, Yaichi, Ibrahim, Maatallah, Elabbes

“…The objective of this research paper is to investigate diverse strategies for achieving optimal maximum power point tracking (MPPT) in photovoltaic (PV)…”
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Evaluation of YOLO Models with Sliced Inference for Small Object Detection by Keles, Muhammed Can, Salmanoglu, Batuhan, Guzel, Mehmet Serdar, Gursoy, Baran, Bostanci, Gazi Erkan

“…Small object detection has major applications in the fields of UAVs, surveillance, farming and many others. In this work we investigate the performance of…”
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Development of a hybrid system based on ABC algorithm for selection of appropriate parameters for disease diagnosis from ECG signals by ERSOY, ERSİN, BOSTANCI, GAZİ ERKAN, GÜZEL, MEHMET SERDAR

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Genetic Hyperparameter Optimization Library Development and Its Application on Plant Disease Detection Problem by Soylu, Kazim, Guzel, Mehmet Serdar, Emek Soylu, Busra, Bostanci, Gazi Erkan

“…Hyperparameters have a direct contribution to the training success in deep learning models. Most of the time, hyperparameters are tried to be determined by…”
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Blockchain Based Network Access Control (NAC) Management Solution and Architecture by Korkuc, Cagatay, Dogantuna, ve Tuncay, Afacan, Erkan, Bostanci, ve Doc Gazi Erkan

“…There are many advantages of managing services and products in the cyber security sector through a central system, but this can sometimes be a disadvantage…”
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