Yazar "FSM Vakıf Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü" için WOS İndeksli Yayınlar / WOS Indexed Publications listeleme
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Novel Surrogate Measures Based on a Similarity Network for Neural Architecture Search
Kuş, Zeki; Akkan, Can; Gülcü, Ayla (IEEE, 2023)We propose two novel surrogate measures to predict the validation accuracy of the classification produced by a given neural architecture, thus eliminating the need to train it, in order to speed up neural architecture ... -
On Power Series Subspaces of Certain Nuclear Fréchet Spaces
Doğan, Nazlı (Springer, 2024)Abstract. The diametral dimension, (E), and the approximate diametral dimension, (E) of an element E of a large class of nuclear Fréchet spaces are set theoretically between the corresponding invariant of power series ... -
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 ... -
Parallel Molecular Alteration Between Alzheimer’s Disease and Major Depressive Disorder in the Human Brain Dorsolateral Prefrontal Cortex: An İnsight From Gene Expression and Methylation Profile Analyses
Rastad, Saber; Barjaste, Nadia; Lanjanian, Hossein; Moein, Ali; Kiani, Farzad; Masoudi-Nejad, Ali (The Genetics Society of Japan, 2023)Alzheimer’s disease (AD) and major depressive disorder (MDD) are comorbid neuropsychiatric disorders that are among the leading causes of long-term disability worldwide. Recent research has indicated the existence of ... -
Protecting Android Devices from Malware Attacks: A State-of-the-Art Report of Concepts, Modern Learning Models and Challenges
Bayazıt, Esra Çalık; Şahingöz, Özgür Koray; Doğan, Buket (IEEE, 2023)Advancements in microelectronics have increased the popularity of mobile devices like cellphones, tablets, e-readers, and PDAs. Android, with its open-source platform, broad device support, customizability, and integration ... -
Radar Placement Optimization Based on Adaptive Multi-Objective Meta-Heuristics
Tema, Emrah Y.; Sahmoud, Shaaban; Kiraz, Berna (Elsevier, 2024)Airspace surveillance is a significant issue for many countries to control and manage their airspace. The number of radars used and their coverage rate are the main issues to consider in this case. Therefore, this paper ... -
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 ... -
Robust University Course Timetabling Problem Subject to Single and Multiple Disruptions
Gülcü, Ayla; Akkan, Can (Elsevier, 2020)University course timetables are often finalized in stages, in between which, changes in the data make the earlier version infeasible. As each version is announced to the community, it is desirable to have a robust initial ... -
Sahand: A Software Fault-Prediction Method Using Autoencoder Neural Network and K-Means Algorithm
Arasteh, Bahman; Golshan, Sahar; Shami, Shlva; Kiani, Farzad (Springer, 2024)Software is playing a growing role in many safety-critical applications, and software systems dependability is a major concern. Predicting faulty modules of software before the testing phase is one method for enhancing ... -
Search Space Sampling by Simulated Annealing for Identifying Robust Solutions in Course Timetabling
Akkan, Can; Gülcü, Ayla; Kuş, Zeki (Institute of Electrical and Electronics Engineers Inc., 2020)For many combinatorial optimization problems, it is important to identify solutions that can be repaired without degrading solution quality in case changes in the data associated with the constraints make the initial ... -
Sinüzoidal Aydınlatma Desenleri Kullanılarak Frekans Uzayında Görüntü Yeniden Yapılandırma
Aydın, Musa; Kiraz, Alper; Uysallı, Yiğit; Özgönül, Ekin; Morova, Berna (IEEE, 2021)Yapılandırılmış Aydınlatma Desenleri (Structured Illumination Patterns) mikroskobik görüntülemede, kırımın limitinin (diffraction limit) aşılarak süper çözünürlüklü görüntünün elde edilmesini sağlamak için kullanılan ... -
Veri Madenciliği Teknikleriyle Türkçe Web Sayfalarının Kategorize Edilmesi
Şekerci Hüsem, Seçil; Gülcü, Ayla (IEEE, 2017)Günümüzde artan veri miktarıyla başa çıkabilmek için tek başına insan gücünün kullanılması mümkün görünmemektedir. Bu sebeple benzer dokümanları bir araya gruplayabilecek ya da dokümanları, önceden tanımlı kategorilere ...