Güncel Gönderiler: Mühendislik Fakültesi / Faculty of Engineering
Toplam kayıt 459, listelenen: 1-20
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A Novel Solution Approach Based on Dominance Evaluation Measure for Project Scheduling in Multi-Project Environments
(MDPI, 2024)The widely recognized measure for resources called resource strength (RS) does not fully capture the resources complexity of a project. Therefore, it cannot be used as a standalone measure to distinguish the complexity ... -
Analysis of Code Similarity with Triplet Loss-Based Deep Learning System
(Springer, 2024)Nowadays, several plagiarism detection tools based on static code features are available for code similarity detection. The application of deep learning in this domain represents an emerging area of research. This research ... -
BioNAS: Neural Architecture Search for Multiple Data Modalities in Biomedical Image Classification
(Springer, 2024)Neural Architecture Search (NAS) for biomedical image classification has the potential to design highly efficient and accurate networks automatically for tasks from different modalities. This paper presents BioNAS, a ... -
Wideband Compact 3-dB Microstrip Power Dividerfor L- and S-Band Applications
(IOP Science, 2024)This paper presents the analysis, design, built and testing of a new compact 3 dB power divideroperating across a wideband frequency range, with a 2.56 GHz center frequency. The proposed divider,consisting of three ports, ... -
MedSegBench: A Comprehensive Benchmark for Medical İmage Segmentation in Diverse Data Modalities
(Nature, 2024)MedSegBench is a comprehensive benchmark designed to evaluate deep learning models for medical image segmentation across a wide range of modalities. It covers a wide range of modalities, including 35 datasets with over ... -
Trend Stability Assessment for Hydrological Drought in Euphrates Basin (Türkiye) Using TripleWilcoxon Test and Innovative Trend Analysis Methods
(MDPI, 2024)This study investigates the stability of hydrological drought trends in the Euphrates Basin from 1960 to 2020 using three-dimensional (3D) graphical representations based on innovative trend analysis (ITA) and triple ... -
Green Synthesis of Silver Nanoparticles from Thymus Vulgaris and Sambucus Nigra Extracts in Poly (Vinyl Alcohol) Nanofiber Matrix: In Vitro Evaluation
(Elsevier, 2024)In the current study, silver nanoparticles (AgNPs) green synthesized from Thymus vulgaris (Thyme) and Sambucus nigra (black elderberry) (BE) extracts and added into poly (vinyl alcohol) (PVA) solution to achieve ... -
An Investigation on Seismic Behaviours of Vertical and Horizontal Cylindrical Liquid Storage Tanks
(Springer, 2024)Storage tanks are structures widely used in industrial facilities for storing products such as oil, petroleum, and chemical liquids. Ensuring the protection of flammable and hazardous materials in these tanks during events ... -
Branch and End Points Detection in Cerebral Vessels Images Using Deep Learning Object Detection Techniques
(Gazi Üniversitesi, 2024)In this study, we introduce a cutting-edge methodology for detecting branching and endpoints in two-dimensional brain vessel images, employing deep learning-based object detection techniques. While conventional image ... -
Virtual Birefringence Imaging and Histological Staining of Amyloid Deposits in Label-Free Tissue Using Autofluorescence Microscopy and Deep Learning
(Nature, 2024)Systemic amyloidosis involves the deposition of misfolded proteins in organs/ tissues, leading to progressive organ dysfunction and failure. Congo red is the gold-standard chemical stain for visualizing amyloid deposits ... -
Recent Advances in Machine Learning Based Advanced Driver Assistance System Applications
(Elsevier, 2024)In recent years, the rise of traffic in modern cities has demanded novel technology to support the drivers and protect the passengers and other third parties involved in transportation. Thanks to rapid technological progress ... -
Energy Efficiency Assessment in Advanced Driver Assistance Systems with Real‑Time Image Processing on Custom Xilinx DPUs
(Springer, 2024)The rapid advancement in embedded AI, driven by integrating deep neural networks (DNNs) into embedded systems for real-time image and video processing, has been notably pushed by AI-specific platforms like the AMD Xilinx ... -
Forced Vibrations of an Elastic Triangular Plate Supported Around its Perimeter by a Unilateral Support Via the Chebyshev Polynomial Expansion
(Taylor & Francis, 2024)The present study introduces static and dynamic analysis of an elastic triangular plate on unilateral edge supports, including forced vibrations due to loading and unloading excitation. The plate is assumed to be subjected ... -
Antibacterial, Mechanical, and Thermal Properties of Ag, ZnO, TiO2 Reinforced PVA Nanocomposite Fibers
(Chemistry Europe, 2024)This study investigated the effects of concentration and electrospinning parameters on the production of poly (vinyl alcohol) (PVA) nanofibers and examined the impact of reinforcing additives like nano-sized silver (Ag), ... -
Çok Sınıflı Hücre Bölütleme için Derin Sinir Ağlarında Sınıf Ağırlıklı Cezalandırmanın Etkisi
(IEEE, 2024)Derin öğrenme ağları, birçok alanda başarılı sonuçlar vermekle birlikte karmaşıklıları sebebiyle aşırı uyum gibi problemlere sebep olmaktadır. Bu sorunu çözmek için birçok yaklaşım önerilmiş ve sınıf bazlı cezalandırma ... -
PBC-NAS: Periferik Kan Hücrelerinin Sınıflandırılması İçin Sinir Mimarisi Arama
(IEEE, 2024)Periferik kan hucresi (PBC) sınıflandırması, kanın bileşenlerini tanımlamak ve insan sağlığını etkileyen karmaşık ilişkilerini anlamak için temel bir araçtır. PBC’ler, eritrositler, lokositler ve trombositler gibi çeşitli ... -
EEG Verilerinden CEEMD Algoritması Kullanılarak Epileptik Nöbetlerin Tespiti
(IEEE, 2024)Epilepsi, beynin ani elektriksel deşarjları ile karakterize edilen Dünya Sağlık Örgütü'ne göre inmeden sonra en yaygın ikinci nörolojik bozukluktur. Absans epilepsi ise sık görülen epilepsi türlerinden biridir ve büyük ... -
Dikkat Eksikliği Hiperaktivite Bozukluğunda Beynin Değişimi: Hacimsel MRG Çalışması
(IEEE, 2024)Bu çalışmanın amacı, Dikkat Eksikliği ve Hiperaktivite Bozukluğu (DEHB) hastalığında noninvaziv bir yöntem olan MRG kullanılarak beyin hacim değişimleri analizi gerçekleştirerek hastalığın tespit edilmesinde doktorlara ... -
Enhancing GPS Accuracy with Machine Learning: A Comparative Analysis of Algorithms
(IIETA, 2024)In the realm of wireless communications, the Global Positioning System (GPS), integral to Global Navigation Satellite Systems (GNSS), finds extensive applications ranging from vehicle navigation to military operations, ... -
Gürültülü Dünya Bizi Hasta Ediyor!
(Nasıl Bir Ekonomi Medya Haber Basın A.Ş., 2024)Gürültü; "Harmonik olmayan titreşimlerin bir araya gelmesine bağlı bir akustik olay" olup, genellikle istenmeyen rahatsız edici seslerden oluşur. Bazı araştırmacılar gürültüyü günlük terör olarak nitelerler. Gürültü, duyma ...
