2-DERGİLER: Recent submissions
Now showing items 141-160 of 2076
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An Investigation of the Fresh and Hardened Properties of Nano Zinc Oxide Reinforced 3D Printed Geopolymer Mortars
(Bitlis Eren Üniversitesi, 2024)It is well known that even small amounts of nanomaterials can improve the mortar structure and enhance its fresh state and hardened properties. This paper investigates the fresh state and hardened properties of nano zinc ... -
Exploring Radiation Shielding Properties of Lanthanide Elements
(Bitlis Eren Üniversitesi, 2024)In this work, the radiation shielding properties of Lanthanide elements were studied using the EpiXS program and GATE simulation, which agreed well with each other, based on some key parameters such as MAC, LAC, HVL, MFP, ... -
SimCLR-based Self-Supervised Learning Approach for Limited Brain MRI and Unlabeled Images
(Bitlis Eren Üniversitesi, 2024)In this study, a SimCLR-based model is proposed for the classification of unlabeled brain tumor images in medical imaging using a self-supervised learning (SSL) technique. Additionally, the performances of different SSL ... -
Assessing the Effectiveness of Machine Learning Techniques for Silver Price Prediction: A Comparative Study
(Bitlis Eren Üniversitesi, 2024)Silver is considered an important asset in terms of economic indicators and a valuable investment asset in terms of the markets. Therefore, determining silver prices is critically important for both national economies and ... -
Exploring Antioxidant and Genotoxic Activities of Silver Nanoparticles Synthesized from Karaerik Grape Leaves: A Green Approach
(Bitlis Eren Üniversitesi, 2024)Nowadays, plant extract-mediated biosynthesis of nanoparticles has gained prominence as a pivotal research domain. Silver nanoparticles are traditionally synthesized using highly toxic and ecologically hazardous chemical ... -
Assessing Exposure Levels of Different Groups to Respirable Dust from Building Collapses During the 2023 Kahramanmaraş Earthquakes
(Bitlis Eren Üniversitesi, 2024)In addition to the immediate destruction caused by earthquakes, significant long-term issues arise, including health problems resulting from dust produced during building demolitions. This study aimed to analyze the ... -
Deep Learning Based Offline Handwritten Signature Recognition
(Bitlis Eren Üniversitesi, 2024)In our digitalized world, the need for reliable authentication methods is steadily increasing. Biometric authentication methods are divided into two main categories: physiological and behavioral. While physiological ... -
Optimisation of Warehouse Location and Inventory Management for an Industrial Textile Manufacturer Company in Türkiye
(Bitlis Eren Üniversitesi, 2024)In this study, we consider the demand forecasting, facility location, and inventory management problems of an industrial textile manufacturer company in Türkiye. First, we begin with the demand forecasting problem for ... -
A Machine Learning Prediction Model for Myelitis and Multiple Sclerosis Based on Fourier Transform Features from MRI Images
(Bitlis Eren Üniversitesi, 2024)Abstract Myelitis is a neurodegenerative disease positioned in the spinal cord, with multiple sclerosis (MS) being a common subtype. Radiological indicators enable the diagnosis of these diseases. This study proposes a ... -
On The Construction of the Laplace Transform via Gamma Function
(Bitlis Eren Üniversitesi, 2024)The Laplace transform can be applied to integrable and exponential-type functions on the half-line [0,∞) by the formula 𝐿�{𝑓�} = ∫ 𝑓�(𝑥�)𝑒�−𝑠�𝑥�𝑑�𝑥� ∞ 0 . This transform reduces differential equations to algebraic ... -
Determining the Suction Capacity of Compacted Clays with Fuzzy-Set Theory
(Bitlis Eren Üniversitesi, 2024)Abstract Water suction capacity is an important parameter affecting soil's swelling properties and volumetric change. The water suction capacity is determined through timeconsuming laboratory experiments. However, this has ... -
Computational Fluid Dynamics (CFD) Analysis of 3D Printer Nozzle Designs
(Bitlis Eren Üniversitesi, 2024)Additive manufacturing, particularly 3D printing, has gained significant attention recently due to its flexibility, precision, and sustainability. Among the various 3D printing technologies, Fused Deposition Modeling (FDM) ... -
Automatic Classification of Melanoma Skin Cancer Images with Vision Transform Model and Transfer Learning
(Bitlis Eren Üniversitesi, 2024)Melanoma is one of the most aggressive and lethal forms of skin cancer. Therefore, early diagnosis and correct diagnosis are very important for the health of the patient. Cancer diagnosis is made by field experts and this ... -
A Novel Approach for Arrhythmia Classification Using CI- 1D-LBP with LSTM, 1D-CNN and GRU Models
(Bitlis Eren Üniversitesi, 2024)Atrial arrhythmias (ARR) are known as the most encountered cardiac disorders in today's world that have direct or indirect detrimental effect on human health. Therefore, Computer-Assisted Diagnosis (CAD) systems are ... -
Environmental Problems in Mining Quarries and Theoretical and Practical Comparison of Dust Emissions
(Bitlis Eren Üniversitesi, 2024)This study reveals that the development of the country is only possible through meticulous analysis of regional potentials and sustainable use of natural resources. The aim of this study is to evaluate the environmental ... -
DentaGAN: GAN-Based Synthetic Individual Dental Data Generation in Radiographic Images
(Bitlis Eren Üniversitesi, 2024)Panoramic radiographs are a low radiation exposure type often used as a data source for many deep learning algorithms. On the other hand, the operational structure of a traditional deep learning algorithm requires a large ... -
Multi-Region Detection of eye Conjunctiva Images Using DNCNN and YOLOv8 Algorithms
(Bitlis Eren Üniversitesi, 2024)Artificial intelligence is encountered in many areas today. It makes our lives easier with its use in our daily lives. With the advancement of medical big data and artificial intelligence, eye images have begun to be used ... -
Detection of Stroke (Cerebrovascular Accident) Using Machine Learning Methods
(Bitlis Eren Üniversitesi, 2024)Stroke occurs when the blood flow to the brain is suddenly interrupted. This interruption can lead to the loss of function in the affected area of the brain and cause permanent damage to the corresponding part of the body. ... -
Classification of ECG Signals Using GAN, SMOTE, and VAE Data Augmentation Methods: Synthetic vs. Real
(Bitlis Eren Üniversitesi, 2024)Classification is separating data into predefined categories by obtaining descriptive features. In the classification process, machine and deep learning algorithms assume that the class samples are evenly distributed. In ... -
Performance Evaluation of the Time-Frequency Transformation Methods on Electrical Machinery Fault Detection
(Bitlis Eren Üniversitesi, 2024)Detecting faults in electrical machine systems is crucial for developing maintenance strategies. Modern technology enables personalized maintenance planning for system components by continuously or periodically monitoring ...
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