Yazar "FSM Vakıf Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü" için WOS İndeksli Yayınlar / WOS Indexed Publications listeleme
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Differential Evolution-Based Neural Architecture Search for Brain Vessel Segmentation
Kuş, Zeki; Kiraz, Berna; Göksu, Tuğçe Koçak; Aydın, Musa; Özkan, Esra; Vural, Atay; Kiraz, Alper; Can, Burhanettin (Elsevier, 2024)Brain vasculature analysis is critical in developing novel treatment targets for neurodegenerative diseases. Such an accurate analysis cannot be performed manually but requires a semi-automated or fully-automated approach. ... -
Digital Holograms Obtained Using Advanced Evolution Strategies
Aydın, Musa; Kiraz, Berna; Kiraz, Alper; Doğan, Buket (Institute of Electrical and Electronics Engineers (IEEE), 2018)By changing the amplitude and phase of optical beams digital holography allows for the generation of desired target images at the focus of a lens. It is an important research challenge to determine the digital hologram ... -
Dynamic Multi-Objective Evolutionary Algorithms in Noisy Environments
Sahmoud, Shaaban; Topcuoğlu, Haluk Rahmi (Elsevier, 2023)Real-world multi-objective optimization problems encounter different types of uncertainty that may affect the quality of solutions. One common type is the stochastic noise that contaminates the objective functions. Another ... -
Enhancing Nearest Centroid with Coverage Principle for Classification Problem
Asrul, Harun Ismail; Zeybek, Sultan; Ignatius, Hargyo T.N. (Institute of Electrical and Electronics Engineers Inc., 2021)Motivated by the network coverage of the trans- mitter, this research proposes a novel coverage-based method to improve the Nearest Centroid’s class prediction by replacing the centroid with radius coverage as the ... -
Enhancing Resolution and Contrast in Fibre Bundle-Based Fluorescence Microscopy Using Generative Adversarial Network
Ketabchi, Amir Mohammad; Morova, Berna; Uysallı, Yiğit; Aydın, Musa; Eren, Furkan; Bavili, Nima; Pysz, Dariusz; Buczynski, Ryszard; Kiraz, Alper (Wiley, 2024)Fibre bundle (FB)-based endoscopes are indispensable in biology and medical science due to their minimally invasive nature. However, resolution and contrast for fluorescence imaging are limited due to characteristic ... -
Evaluation and Improvement of the Credit Transfer Models in the Student Exchange Process
Nizam, Ali (Emerald, 2019)Purpose – Increasing flexibility and student mobility are among the most important objectives of today’s universities. The purpose of this paper is to discuss the effects of student exchange process (SEP) on a campus management ... -
Evolutionary Architecture Optimization for Retinal Vessel Segmentation
Kuş, Zeki; Kiraz, Berna (IEEE, 2023)Retinal vessel segmentation (RVS) is crucial in medical image analysis as it helps identify and monitor retinal diseases. Deep learning approaches have shown promising results for RVS, but designing optimal neural network ... -
Existence of a Unique Solution and the Hyers–Ulam-H-Fox Stability of the Conformable Fractional Differential Equation by Matrix-Valued Fuzzy Controllers
Eidinejad, Zahra; Saadati, Reza; Allahviranloo, Tofgh; Kiani, Farzad; Noeiaghdam, Samad; Gamiz, Unai Fernandez (Wıley-Hındawıadam House, 2022)In this paper, we consider a conformable fractional diferential equation with a constant coefcient and obtain an approximation for this equation using the Radu–Mihet method, which is derived from the alternative fxed- ... -
Experimental Analysis of A Statistical Multiploid Genetic Algorithm for Dynamic Environments
Gazioğlu, Emrullah; Uyar, A. Sima Ataner (Elsevier, 2022)Dynamic environments are still a big challenge for optimization algorithms. In this paper, a Genetic Algorithm using both Multiploid representation and the Bayesian Decision method is proposed. By Multiploid representation, ... -
Experimental Evaluation of Meta-Heuristics for Multi-Objective Capacitated Multiple Allocation Hub Location Problem
Demir, İbrahim; Kiraz, Berna; Ergin, Fatma Corut (Elsevier, 2022)Multi-objective capacitated multiple allocation hub location problem (MOCMAHLP) is a variation of classic hub location problem, which deals with network design, considering both the number and the location of the hubs ... -
Fabrication and Characterization of Large Numerical Aperture, High-Resolution Optical Fiber Bundles Based on High-Contrast Pairs of Soft Glasses for Fluorescence Imaging
Morova, Berna; Bavili, Nima; Yaman, Onur; Yiğit, B.; Zeybel, Müjdat; Aydın, Musa; Doğan, B.; Kasztelanic, R.; Pysz, Dariusz; Buczynski, Ryszard; Kiraz, Alper (The Optical Society, 2019)Fabrication and characterization of flexible optical fiber bundles (FBs) with inhouse synthesized high-index and low-index thermally matched glasses are presented. The FBs composed of around 15000 single-core fibers with ... -
A Fast Algorithm for Hunting State-Backed Twitter Trolls
Sahmoud, Shaaban; Abdellatif, Abdelrahman; Ragheb, Youssof (Springer, 2022)In recent years, state-backed troll accounts have been adopted extensively by many political parties, organizations, and governments to negatively influence political systems, persecute perceived opponents, and exacerbate ... -
Finding Smoothness Area on the Topographic Maps for the Unmanned Aerial Vehicle's Landing Site Estimation
Aydın, Musa; Kugu, Emin (Institute of Electrical and Electronics Engineers (IEEE), 2016)In this study, determining of the suitable landing areas on the topographical maps were determined for emergency landing of the Unmanned Air Vehicles (UAVs) during flight. In order to reach desired goals of this work, ... -
Formation Control of Multiple Autonomous Mobile Robots Using Turkish Natural Language Processing
Aram, Kadir; Erdemir, Gökhan; Can, Burhanettin (MDPI, 2024)People use natural language to express their thoughts and wishes. As robots reside in various human environments, such as homes, offices, and hospitals, the need for human–robot communication is increasing. One of the ... -
Gerçek Türkiye Verileri Kullanılarak Yol Bulma Algoritmalarının Simülasyonu ve Karşılaştırılması
Alkan, Muhammed; Aydın, Musa (IEEE, 2018)Yol bulma algoritmaları, sayısal olarak elde edilen konum bilgilerini kullanarak, istenen kaynak noktasından varış noktasına olası rotaları bulmayı sağlamaktadır. Bir kaynak noktasından hedefe olan en kısa yolun ... -
Hücre Canlılığı Tespitinde Yapay Öğrenme Yaklaşımları
Kaya, Zeliha; Kuş, Zeki; Kiraz, Berna; Uludağ, Gönül (IEEE, 2023)Hücre canlılığı, kök hücre tedavileri, kanser tedavileri, estetik ve kozmetik gibi klinik araştırmalarda önemli yer tutmaktadır. Doğru tedavi ve yaklaşımın uygulanabilmesi için alınan örnekteki toplam hücre canlılık oranı ... -
Hyper-Parameter Selection in Convolutional Neural Networks Using Microcanonical Optimization Algorithm
Gülcü, Ayla; Kuş, Zeki (The Institute of Electrical and Electronics Engineers, 2020)The success of Convolutional Neural Networks is highly dependent on the selected architecture and the hyper-parameters. The need for the automatic design of the networks is especially important for complex architectures ... -
An Improved Bees Algorithm for Training Deep Recurrent Networks for Sentiment Classification
Zeybek, Sultan; Pham, Duc Truong; Koç, Ebubekir; Seçer, Aydın (MDPI, 2021)Recurrent neural networks (RNNs) are powerful tools for learning information from temporal sequences. Designing an optimum deep RNN is difficult due to configuration and training issues, such as vanishing and exploding ... -
An Improved Clustering Algorithm for Text Mining: Multi-Cluster Spherical K-Means
Tunalı, Volkan; Bilgin, Turgay; Çamurcu, Ali Yılmaz (Zarqa University, 2016)Thanks to advances in information and communication technologies, there is a prominent increase in the amount of information produced specifically in the form of text documents. In order to, effectively deal with this ... -
An Improved Vantage Point Bees Algorithm to Solve Combinatorial Optimization Problems from TSPLIB
Zeybek, Sultan; Ismail, Asrul Harun; Hartono, Natalia; Caterino, Mario; Jiang, Kaiwen (Wiley, 2021)This paper presents an improved version of the Vantage Point Bees Algorithm (VPBA-II), which is implemented to solve the Travelling Salesman Problem. The Vantage Point Tree has been used to produce initial tour solutions ...