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A New Model for The Multi-Objective Multiple Allocation Hub Network Design and Routing Problem 

Demir, İbrahim; Ergin Corut, Fatma; Kiraz, Berna (The Institute of Electrical and Electronics Engineers, 2019)
In this paper, we propose a new model for the multi-objective multiple allocation hub network design and routing problem which contains determining the location of hubs, the design of hub network, and the routing of ...
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Optosayısal Konfokal Mikroskop Tasarımı ve Kurulumu 

Zengin, Berk; Kurt, Adnan; Kiraz, Berna; Kiraz, Alper (Institute of Electrical and Electronics Engineers (IEEE), 2017)
Standart epifloresans mikroskopiye kıyasla sunduğu yüksek yanal ve eksenel çözünürlük nedeniyle konfokal mikroskopi yaşam bilim araştırmalarında hayati bir araç haline gelmiştir. Buna karşılık, konfokal mikroskoba erişim ...
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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 ...
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Multi-Scale Hierarchical Topology Optimization for Nanophotonic Design 

Daşdemir, Ahmet Onur; Koral, Ahmet Kağan; Kiraz, Berna; Kiraz, Alper; Mağden, Emir Salih (Optics InfoBase Conference Papers, 2020)
We develop a multi-scale method to rapidly design efficient and fabricationcompatible nanophotonic devices, and demonstrate it by designing a mode multiplexer with 98.1% efficiency in 104 iterations under 50 seconds using ...
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Dinamik Çok Amaçlı Eniyileme Problemleri için Hibrid Çerçevenin İncelenmesi 

Kiraz, Berna (Gazi Üniversitesi, 2018)
Çok amaçlı evrimsel algoritmalar ve sezgisel seçen üst-sezgiseller ortamda meydana gelebilecek farklı dinamizm tiplerini ele alan adaptif yöntemlerdir. Bu çalışmada, bu yöntemlerin birleştirildiği yapı, dinamik çok amaçlı ...
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Recommending Healthy Meal Plans by Optimising Nature-Inspired Many-Objective Diet Problem 

Türkmenoğlu, Cumali; Uyar, Ayşe Şima; Kiraz, Berna (SAGE, 2021)
Healthy eating is an important issue affecting a large part of the world population, so human diets are becoming increasingly popular, especially with the devastating consequences of Coronavirus Disease (Covid-19). A ...
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A Novel Collective Crossover Operator for Genetic Algorithms 

Kiraz, Berna; Bidgoli, Azam Asilian; Ebrahimpour-Komleh, Hossein; Rahnamayan, Shahryar (Institute of Electrical and Electronics Engineers (IEEE), 2020)
Crossover is the main genetic operator which influences the power of evolutionary algorithms. Among a variety of crossover operators, there has been a growing interest in multi-parent crossover operators in evolutionary ...
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A Deep Learning Model for Automated Segmentation of Fluorescence Cell images 

Aydın, Musa; Kiraz, Berna; Eren, Furkan; Uysallı, Yiğit; Morova, Berna; Özcan, Selahattin Can; Acılan, Ceyda; Kiraz, Alper (IOP Publishing Ltd, 2021)
Deep learning techniques bring together key advantages in biomedical image segmentation. They speed up the process, increase the reproducibility, and reduce the workload in segmentation and classification. Deep learning ...
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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 ...
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Az Örnekli Öğrenme ile Mikroskobik Görüntülerden Maya Hücresi Segmentasyonu 

Alkan, Muhammet; Kiraz, Berna; Eren, Furkan; Uysallı, Yiğit; Kiraz, Alper (IEEE, 2021)
Mikroskobik görüntülerden otomatik hücre segmentasyonu, derin sinir ağları veya görüntü işleme teknikleri kullanılarak yapılabilmektedir. Bu tekniklerin ayrı ayrı problemleri ve zorlukları bulunmakla birlikte özellikle ...
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