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93 results for “Self organizing Map”

Research Article Open Access The Use of a Robust-Adaptive Self Organizing Map to Enhance the Prediction Performance of Clinical Datasets
Naim Ajlouni, Ajlouni N, Alaa Ali Hameed, Hameed A, Ali Güneş, Güneş A, Adem Özyavaş, Özyavaş A, Zeynep Orman, Orman Z
International Congress on Human-Computer Interaction, Optimization and Robotic Applications 2019 https://doi.org/10.36287/setsci.4.5.031

Prediction in the medical field is a challenging problem and as a result many researchers have used different artificial intelligent methods including conventional Self Organizing Map (SOM) to achieve this task. SOM is a specialized clustering technique that h…

Research Article Open Access Heutagogy in the Era of Industry 4.0: Teachers as Student Coaches and Learning Leaders
Figen Karaferye, Karaferye F
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Education systems are facing many challenges today. Information technologies and the nature of work have been changing rapidly and redefining the concepts of training and workforce. Professions will evolve and some of the jobs we know today will disappear in…

Research Article Open Access A New Method for Diagnostics of Faults of Three-phase Squirrel Cage Asynchronous Motor
Osman Zeki Erbahan, Erbahan O, İbrahim Aliskan, Aliskan İ, Rıdvan Keskin, Keskin R
4th International Symposium on Innovative Approaches in Engineering and Natural Sciences 2019 https://doi.org/10.36287/setsci.4.6.058

Asenkron motorlar, endüstrideki en yaygın kullanılan motorlardır. Çok avantajlı bir yapıda olduklarından üretim hatlarının her noktasında bulunurlar. Bu motorların arızalarını hızlı ve kolay bir şekilde tespit etmek arzu edilir. Bu makalede, asenkron motorları…

Research Article Open Access Göksu Deltası Özel Çevre Koruma Bölgesi’nde Ekoturizme Açılabilecek Alanların Belirlenmesi
Sude Gül Yel, Yel S, Hüseyin Zahit Selvi, Selvi H
4th International Symposium on Innovative Approaches in Engineering and Natural Sciences 2019 https://doi.org/10.36287/setsci.4.6.062

Sulak alanlar dünyanın her yerinde olduğu gibi ülkemizde de hem ekolojik hem de ekonomik değere sahiptir. Bulunduğu bölgede doğal dengeyi sağlayan sulak alanlar aynı zamanda içerisinde barındırdığı güzel manzara, hassas kuş türleri, endemik bitkiler sayesinde …

Research Article Open Access Tourist Behavior as a Search for Experience and the Potential Role of Cinema
Doğan AYDOĞAN, AYDOĞAN D
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

Touristic behavior is a modern behavior that develops against modern urban life. At the core of this behavior exists search and demand for diversity which is developed to the narrative for the people who are left behind. The increasingly bureaucratic and indus…

Research Article Open Access Detection of Apnea Event with ANN Using Acceleration Data
Harun Sümbül, Sümbül H, A. Hayrettin Yüzer, Yüzer A
International Symposium on Multidisciplinary Studies and Innovative Technologies 2017

In this study, the accelerations caused by the diaphragm movements during respiration were monitored with a 3-axis accelerometer and the measured accelerations were recorded on an SD card. A measurement system for this purpose was developed. The moments in whi…

Research Article Open Access Otel Çalışanlarının Sahip Oldukları Ruminatif Düşünce Tarzı ve Örgütsel Dışlanmalarının İşten Ayrılma Niyetleri Üzerine Etkisi
Nuray Türkoğlu, Türkoğlu N, Ali Dalgıç, Dalgıç A
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Otel işletmelerinde hizmet alan ve verenin insan olmasından dolayı etkin iletişim ve etkileşim önemlidir. Otel çalışanlarının kaliteli hizmet sunabilmeleri için psikolojik açıdan iyi oluş halleri önemli unsurlardan birisidir. Çalışanların hizmet odaklı çalış…

Research Article Open Access Integrating UAVs and YOLO Deep Learning for Early-Stage Forest Fire Detection
Hakan Mert Didis, Didis H, Firuze  Adibeli, Adibeli F, Ilayda  Boz, Boz I, Nesli S.  Azdavay, Azdavay N
International Trend of Tech Symposium 2024 https://doi.org/10.36287/setsci.21.3.012

The uncontrolled spread of forest fires, driven by climate change and increasing human activities, poses a significant global challenge, disrupting the delicate balance of ecosystems. These fires, whether caused by natural disasters or human factors, have seve…

Research Article Open Access Comparative Analysis of YOLOv5, YOLOv4, and SSD for Aircraft Detection in Airport Environments Using Remote Sensing Data
Hana Marie  Marek, Marek H, Kvetoslav J. Kostelnikova, Kostelnikova K, Melis Duhter, Duhter M, Akif Mert  Korol, Korol A, Hilal Kuzu, Kuzu H
International Trend of Tech Symposium 2024 https://doi.org/10.36287/setsci.21.4.018

Accurate and efficient detection of aircraft at airports is crucial for enhancing airport security, ensuring safe operations, and improving overall air traffic management. As airports grow in complexity and traffic density increases, automated object detection…

Research Article Open Access User Experience Analytics for Android Platforms
İlkan Yıldırım, Yıldırım İ
3rd International Symposium on Innovative Approaches in Scientific Studies (Engineering and Natural Sciences) 2019

For every function of an application almost in every page, there major and minor tasks of user. As an example, for the weather application, major task of user is checking weather degree, the minor one is humidity or wind. How many times did you checked wind? H…

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 Colorization of 1-D photonic crystals with Rare-earth element doping
O. Yasin Keskin, Keskin O, N. Funda Ak Azem, Ak Azem N, Isil Birlik, Birlik I, Ramazan Dalmış, Dalmış R
4th International Symposium on Innovative Approaches in Engineering and Natural Sciences 2019 https://doi.org/10.36287/setsci.4.6.109

Nowadays, nature-inspired structural colorization takes increasing attention due to its exceptional optical properties. One-dimensional (1-D) photonic crystals are new kind of optical materials which can be used to obtain structural colorization. In recent yea…

Research Article Open Access OKUL ÖNCESİ DÖNEM ÇOCUKLARIN AKRAN ZORBALIĞINA MARUZ KALMA DURUMLARI İLE DUYGULARINI YÖNETME BECERİLERİ ARASINDAKİ İLİŞKİNİN İNCELENMESİ
Gülümser Gültekin Akduman, Gültekin Akduman G, Hatice Özaslan, Özaslan H
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Çocuğun sosyal ve duygusal gelişiminin en kritik noktalarından biri olan arkadaşlık ilişkileri toplumsal ilişkilerine öncülük eder ve çocukların doğru davranışlarda bulunması açısından çok önemlidir. Akran zorbalığı; saldırgan pozisyonda olan bir birey ile b…

Research Article Open Access Superhyrophobic Surface, Theory, Applications and Technological Importance
Selçuk Özcan, Özcan S, Gökhan   Açıkbaş  , Açıkbaş   G, Nurcan  Çalış Açıkbaş, Çalış Açıkbaş N
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

Superhydrophobic surfaces and materials received great attention of scientists and engineers due to their unwetting, self cleaning and antimicrobial properties. Hydrophobic surfaces are defined as having sessile water drop contact angle greater than 90°, while…

Review Open Access Seismic Data Analysis with Deep Learning Models: Methods, Applications, and Future Perspectives
Betül Ağaoğlu, Ağaoğlu B, İman Askerzade, Askerzade İ, Gazi Erkan Bostancı, Bostancı G, İhsan Tolga Medeni, Medeni İ
6th International Symposium on Innovations in Scientific Areas 2024 https://doi.org/10.36287/setsci.18.1.00120

Seismic data is a critical source for examining and understanding subsurface structures. It is used in various fields such as oil exploration, geological research, mining, underground infrastructure planning, environmental monitoring, and conservation. The ana…

Review Open Access Advancements in Radar Performance through Generative AI: A Sector-Wide Survey
Selin Sevcan Çakan, Çakan S, Niyazi Ahmet Metin, Metin N, Ali Berkol, Berkol A
6th International Symposium on Innovations in Scientific Areas 2024 https://doi.org/10.36287/setsci.18.1.0095

This article presents a comprehensive survey on the integration of Generative Artificial Intelligence (AI) technologies in radar applications, with a focus on enhancing radar data processing and system capabilities. Generative AI techniques, particularly Gener…

Research Article Open Access Coercive Solvability of Many-Interval Sturm-Liouville Problems
O. Sh.  Mukhtarov , Mukhtarov  O, Kadriye Aydemir, Aydemir K, Hayati Olgar, Olgar H
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

It is well-known that the Sturm-Liouville type boundary value problems appears in solving many important problems in physics. For example, some problems of theory of elasticity in a half-strip ,the problems of theory of vibrations of an elastic cylinder redu…

Research Article Open Access Completeness of the Weak Eigenfunctions of one Boundary-Value-Transmission Problem
Hayati Olgar, Olgar H, O. Sh.   Mukhtarov  , Mukhtarov   O, F. S. Muhtarov, Muhtarov F, Kadriye Aydemir, Aydemir K
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Recently, the basis properties and eigenfunction expansions in various function spaces of the eigenfunction of the regular boundary value problems with spectral parameter in the boundary conditions have been investigated by many mathematicans. However in diff…

Research Article Open Access A Stochastic Binary Opinion Model
Serap Tay  Stamoulas, Tay  Stamoulas S, Muruhan  Rathinam , Rathinam  M
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

With the development of technology and growth of social networking among individuals, the quantitative study of social dynamics has attracted a great interest from researchers. In this study, we propose a stochastic binary opinion model where agents are consid…

Research Article Open Access Investigation Of Ferrımagnetic Core Effect on The Coils Under Alternative And Direct Current
Mehmet Ali Özçelik, Özçelik M, Ahmet Aycan, Aycan A
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

Coils are electrical-electronic circuit elements and they are obtained by winding conductive wires on top of one another on a core or space, when electrical current pass through the coils they bring a magnetic field around them. The electromotive force (emf) t…

Research Contributions (2019+)Peer reviewed by at least two reviewers
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