623 results for “Functional Data Analysis”
Research Article
Open Access Akut Lenfoblastik Löseminin Makine Öğrenimi ile Sınıflandırılması
Ayşe Berika Varol Malkoçoğlu , Varol Malkoçoğlu A, İsmail İşeri, İşeri İ
4th International Symposium on Innovative Approaches in Engineering and Natural Sciences 2019 https://doi.org/10.36287/setsci.4.6.139
Akut Lenfoblastik Lösemi (ALL) genellikle 2-5 yaş arasındaki çocuklarda görülen, kemik iliğindeki beyaz kan hücrelerinin hızlı artışından ve şekilsel bozukluklarından kaynaklanan bir kanser türüdür. Tespit edilip tedavi sürecinin başlatılmadığı takdirde ölümle…
Research Article
Open Access Word Vector Space for Text Classification and Prediction According to Author
İlknur Dönmez, Dönmez İ, Elnaz Pashaei , Pashaei E, Elham Pashaei
International Congress on Human-Computer Interaction, Optimization and Robotic Applications 2019 https://doi.org/10.36287/setsci.4.5.021
Word embedings are intense vector representations of words. They capture the semantic order between words. In our study, we propose a new method for classifying text by author, using word embeds and author vector space. Using each author's books, we trained th…
Research Article
Open Access Modified Synthetic Variable Ratio Pansharpening Method
Volkan Yılmaz, Yılmaz V, Çiğdem Şerifoğlu Yılmaz, Şerifoğlu Yılmaz Ç, Oğuz Güngör, Güngör O
2nd International Symposium on Innovative Approaches in Scientific Studies 2018
Pansharpening, which is transferring the spatial content of a high-resolution panchromatic (PAN) band into a lowerresolution multispectral (MS) image to produce a spatially enhanced MS image, has always been one of the hottest topics of
image processing. Nume…
Research Article
Open Access A Deep Learning Framework for the Identification of Distinct Stages in Diabetic Retinopathy through Retinal Image Analysis
A.D.P. Rupasinghe, Rupasinghe A, K.G. Samarawickrama, Samarawickrama K
International Symposium on AI-Driven Engineering Systems 2025 https://doi.org/10.36287/setsci.22.3.001
Diabetic retinopathy is the leading cause of blindness among diabetic patients. It occurs when the light-sensitive tissue in the retina is damaged. According to WHO statistics, the current global prevalence of diabetic retinopathy is approximately 103 million …
Research Article
Open Access Türkiye Eğitim Verisinin OECD Ülkeleri ile Karşılaştırılması
İzzet Aydın, Aydın İ, Bülent Tuğrul, Tuğrul B
Proceedings of the 6th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.2.001
Bu makalede OECD veri tabanından alınan eğitim verilerin, Python[1] programlama dili kullanılarak karşılaştırılması ve görselleştirilmesi gerçekleştirilmiştir. Bu grafikler uygun oldukları alt başlıklar altında incelenmiş, Türkiye'deki eğitim sistemi [2] üzeri…
Research Article
Open Access Gait Recognition using RGB-D Camera for Player Labeling
Yilmaz Atay, Atay Y, Agusta Wicaksono, Wicaksono A, Ahmet Arslan , Arslan A
3rd International Symposium on Innovative Approaches in Scientific Studies (Engineering and Natural Sciences) 2019
The identification of the 3-dimensional physical properties of humans has recently become a very important field of study. In this respect, today's applications and research use depth cameras such as Kinect as an input tool for identification of quantitative c…
Research Article
Open Access Determination of The Best-Fit Copula Family for Air Temperature Data of Ankara
Ferhan Baş Kaman, Baş Kaman F, Hülya Olmuş, Olmuş H
Ist International Symposium on Innovative Approaches in Scientific Studies 2018
In order to investigate the relationship between variables, it is necessary to reveal the dependency structure between variables and because of this reason, the concept of “copula” is being used in statistics literature in recent years. The main purpose of the…
Research Article
Open Access THE EFFECT OF GLOBAL CLIMATE CHANGE ON WEST ANATOLIA STREAMFLOWS
Cahit Yerdelen, Yerdelen C, Selim Altun, Altun S, Cansu Özyaman, Özyaman C, Perviz Ahmetzade, Ahmetzade P
Ist International Symposium on Innovative Approaches in Scientific Studies 2018
The continuity of life and the development of civilization are directly related to the correct and careful use of resources in the world. The 19th and 20th centuries are the centuries which involve greatest changes in the history of mankind. The industrial era…
Research Article
Open Access Disaster Governance and Recovery Efficiency in Türkiye and Japan: A Comparative Analysis of Post-Earthquake Reconstruction
Aydın Oğuz, Oğuz A, Osman Hansu, Hansu O
7th International Symposium on Innovation in Architecture, Planning and Design 2025 https://doi.org/10.36287/setsci.23.56.001
This study presents a comparative analysis of post-earthquake recovery governance in Türkiye and Japan, focusing on the 1999 Kocaeli, 2011 Tōhoku, and 2023 Kahramanmaraş earthquakes. Employing qualitative document analysis and cross-case timeline mapping, it e…
Research Article
Open Access Mobil Manipülatörler için Derin Öğrenme Tabanlı Arıza Teşhis Sistemi
Zekican Yılmaz, Yılmaz Z, Tolga Yüksel, Yüksel T
Cognitive Models and Artificial Intelligence Conference 2023 https://doi.org/10.36287/setsci.6.1.011
Özetçe - Mobil manipülatörler, çeşitli endüstrilerde önemli bir rol oynamakta olup, üretim ve lojistikten sağlık hizmetleri ve felaket müdahalesine kadar birçok göreve katkı sağlamaktadır. Bu nedenle dünya genelinde çeşitli endüstriler büyüdükçe mobil manipüla…
Research Article
Open Access The New Activation Function for Complex Valued Neural Networks: Complex Swish Function
Mehmet Çelebi, Çelebi M, Murat Ceylan, Ceylan M
4th International Symposium on Innovative Approaches in Engineering and Natural Sciences 2019 https://doi.org/10.36287/setsci.4.6.050
Complex-valued artificial neural network (CVANN) has been developed to process data with complex numbers directly. In a CVANN the weights, threshold, inputs and outputs are all complex numbers. The convergence of the CVANN back propagation algorithm depending …
Research Article
Open Access Multilevel controlling of Informative systems by QR-codes
Zaza Davitadze, Davitadze Z, Gregory Kakhiani, Kakhiani G, Zurab Meskhidze, Meskhidze Z
International Congress on Human-Computer Interaction, Optimization and Robotic Applications 2019 https://doi.org/10.36287/setsci.4.5.014
Any modern information system in its architecture implies the need to provide multilevel access to data. Existing mechanisms of customer interaction are oriented to users working with desktop computers and it is quite inconvenient to distribute mobile devices.…
Research Article
Open Access Bilgi Merkezli Ağların Mevcut Ağ Mimarisine Adapte Edilmesi
Bilal BABAYİĞİT , BABAYİĞİT B, Fatma DOĞAN , DOĞAN F
3rd International Symposium on Innovative Approaches in Scientific Studies (Engineering and Natural Sciences) 2019
Bu çalışma gelecek nesil ağ teknolojisi olan bilgi merkezli ağların (Information Centric Networking, ICN) var olan ağ yapısıyla entegre (bütünleşmiş) bir şekilde nasıl çalışacağı üzerinedir. Kullanımda olan Internet ağı yapısında köklü bir değişikliğe gitmek o…
Research Article
Open Access Estimation of Tectonic Structure of Eastern Anatolia Region using Gravity Data
Ali Elmas, Elmas A
2nd International Symposium on Innovative Approaches in Scientific Studies 2018
It was aimed to find the structural discontinuities of the Eastern Anatolia Region by using horizontal gradient
magnitude technique. When determining the structural discontinuities of the region, the maximum amplitudes of the horizontal
gradient magnitude we…
Research Article
Open Access Effect Of Different Resolution DEM Data Generated By UAVs In Determining Drainage Networks
Mehmet Akif Günen, Günen M, Ümit Haluk Atasever, Atasever Ü, Talha Taşkanat, Taşkanat T, Erkan Beşdok, Beşdok E
Ist International Symposium on Innovative Approaches in Scientific Studies 2018
The rapid increase in the world population and climate change due to industrialization require the preservation and sustainability of existing water resources. The calculation of drainage networks that are directly related to watershed management is very impor…
Research Article
Open Access Comparing the Performance of Encryption Algorithms in ZigBee Based Wireless Sensor Networks
Cebrail Çiftlikli, Çiftlikli C, Kadir Aba, Aba K
Ist International Symposium on Innovative Approaches in Scientific Studies 2018
Wireless Sensor Networks, used widely nowadays, are likely to be unprotected against a variety of external attacks because they are often used in outdoor applications. Protecting the network against attack and ensuring the safety of the data has always been im…
Research Article
Open Access DETERMINATION OF INFORMATION LEVEL ABOUT ANTIOXIDANCE OF VOCATIONAL SCHOOL OF HEALTH SERVICES STUDENTS
Sümeyya Kaya Budak, Kaya Budak S, Meltem Şahin, Şahin M
Ist International Symposium on Innovative Approaches in Scientific Studies 2018
Oxidation process is the electrons transfer between two atoms and stands for a required part of aerobic life and our metabolism. Although problems may occur when the electron flow becomes disconnect, generating free radicals and reactive oxygen species. Free r…
Research Article
Open Access Innovative Trend Analysis of Annual Precipitation in Southeastern Anatolia Region, Turkey
Barış Yılmaz, Yılmaz B, Umut Okkan, Okkan U
2nd International Symposium on Innovative Approaches in Scientific Studies 2018
Trend analysis of precipitation play a significant role in the efficient water resources management, especially in arid
and semi-arid regions. In this study, 48 years-long (1970-2017) annual precipitation data monitored at nine selected stations
(Mardin, Adı…
Research Article
Open Access The Malmquist Production Index in determining and improving healthcare productivity in Turkey
Serpil Aydın, Aydın S
4th International Symposium on Innovative Approaches in Engineering and Natural Sciences 2019 https://doi.org/10.36287/setsci.4.6.124
It is a fact that countries with robust and inclusive health services have a longer life expectancy at birth. Health services aim to improve and maintain health. In order to achieve these objectives, an integrated combination of various activities in which the…
Research Article
Open Access Analysis of Internet Dependency of Health Services Vocational High School Students in Terms of Different Variables
Sümeyya Kaya Budak, Kaya Budak S, Meltem Şahin, Şahin M
Ist International Symposium on Innovative Approaches in Scientific Studies 2018
Nowadays, rapid developments in the field of information technology and the use of the internet are becoming widespread depending on the living conditions we are in. The young population has become an important part of the lives of university students in parti…