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623 results for “Functional Data Analysis”

Research Article Open Access Non-Magnetic Materials Assignment based on Artificial Neural Network
Umut Özkaya, Özkaya U, Şaban Öztürk, Öztürk Ş, Levent Seyfi, Seyfi L, Bayram Akdemir, Akdemir B
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

In this paper, signal recognition system is proposed for classification of soil types and buried object by using feature extraction and artificial neural networks. Using GprMax simulation program, 300 GPR A scan signals were obtained for different ground plane…

Research Article Open Access Numerical Simulation of A Cavitating Centrifugal Pump
Aydın Hacı Dönmez, Dönmez A, Zehra Yumurtacı, Yumurtacı Z, Levent Kavurmacıoğlu, Kavurmacıoğlu L
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

Current study is related with numerical simulation of a centrifugal pump impeller with the specific speed of nq=13. By the help of computational fluid dynamics (CFD) at different operating points, pump performance rsults (Head-Discharge graph) are obtained. Si…

Research Article Open Access 3B Süperiletken Tellerin Benzeşimi için Yeni ve Verimli Bir Sayısal Model
Fedai İnanır, İnanır F, Şükrü Yıldız, Yıldız Ş, Fedor Gömöry, Gömöry F
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

Maxwell denkleminin AV formülasyonu esas alınarak, zamana bağlı bir akım altında süperiletken telin elektromanyetik özelliklerini çözmek için yeni bir sayısal model geliştirilmiştir. Farklı akım genlikleri için alternatif akım (AA) kayıpları hesaplanmış ve iki…

Research Article Open Access Mobil Vinç Bomlarındaki Sehim Kontrolünün ANSYS ve Alternatif Metotlarla Karşılaştırılması
Emrah Sert, Sert E
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

Günümüzde, endüstri ve ticaret alanında, ağır yüklerin çeşitli yöntemlerle kaldırılıp bir yerden başka bir yere taşınması gerekir. Bu işlerin üstesinden gelme amacıyla mobil vinçler yaygın kullanıma sahiptir. Mobil vinçlerin güvenli ve uzun ömürlü çalışmasını …

Research Article Open Access Web Based AIS31 Test Software For Random Number Generators
Erdinç Avaroğlu, Avaroğlu E, Recai Sinekli, Sinekli R, Veli Yıldız, Yıldız V, Hakan Gülcan, Gülcan H
International Symposium on Multidisciplinary Studies and Innovative Technologies 2017

Several test suites have been developed to test the statistical properties of random numbers generated from pseudotrue random number generators. Some of these are Crypt-X, Diehard, FIPS 140, NIST 800-22 AIS31 test suites. In this study, web based application o…

Research Article Open Access Effect of paper waste reinforced clay bricks on building energy cost
Abid Ustaoğlu, Ustaoğlu A, Kübra Kurtoğlu, Kurtoğlu K, Osman Gençel, Gençel O, Ertuğrul Erdoğmuş, Erdoğmuş E, M. Sabri Gök, Gök M
International Symposium on Multidisciplinary Studies and Innovative Technologies 2017

In this article, the influence of the use of three different bricks on the building heat performance is compared for use on wall surfaces as a building construction element. At the beginning of the analysis, the thermal analysis of the building was carried out…

Research Article Open Access Curating Urban Identity in Space: The Bursa State Fine Arts Gallery
Nazlı Taraz Varışlıaslan, Varışlıaslan N
7th International Symposium on Innovation in Architecture, Planning and Design 2025 https://doi.org/10.36287/setsci.23.16.001

This study proposes a multi-layered reading of the Bursa State Fine Arts Gallery by handling the building as a cultural heritage of the Republican period, symbolizing the government's modernization reforms in the late 1950s. This period corresponds to the firs…

Research Article Open Access Optimizing Accuracy and Efficiency in Ship Detection from Satellite Images through a Comparative Analysis of Object Detection Models
Nesli S. Azdavay, Azdavay N, Zofia G. Zajac, Zajac Z, Hakan M.  Didis, Didis H, Ilayda Boz, Boz I
International Trend of Tech Symposium 2024 https://doi.org/10.36287/setsci.21.2.006

This study evaluates the performance of Faster R-CNN and YOLOv7 object detectors for dynamic ship detection in maritime applications. Both algorithms are tested under challenging conditions, including poor image quality due to cloud and dust obscuration, varyi…

Research Article Open Access Integration of Wabi-Sabi Aesthetic Theory Principles in Heritage Building Restoration
Nastaran Deljavan, Deljavan N, Halime Büşra Koçak, Koçak H
6th International Symposium on Innovation in Architecture, Planning and Design 2024 https://doi.org/10.36287/setsci.20.17.133

Architectural restoration involves the preservation and conservation of heritage buildings that embody the characteristics of their respective eras and possess their unique historical significance. The process adheres to the original construction techniques, m…

Research Article Open Access Hyperparameter Optimization for A Hybrid CNN-LSTM-based Intrusion Detection System
Pınar Ayyıldız, Ayyıldız P, Oğuzhan Karahan, Karahan O
Proceeding of the Cognitive Models and Artificial Intelligence Conference 2024 https://doi.org/10.36287/setsci.17.1.007

Network security is becoming more and more important as a result of the growing use of the internet and technological developments. Intrusion Detection Systems (IDS) are utilized to detect attacks, preferably by monitoring real-time events. Therefore, they hol…

Research Article Open Access Disaster Shelters: A Comparative Analysis of Tents, Containers, and Prefabricated Shelters
Seyedehbita Rezazadehbaee, Rezazadehbaee S, Süleyman Balyemez, Balyemez S
6th International Symposium on Innovations in Scientific Areas 2024 https://doi.org/10.36287/setsci.18.1.0078

Disaster shelters are a critical component of emergency response and recovery efforts, providing temporary housing for displaced populations. This paper presents a comprehensive analysis of disaster shelters, comparing the advantages, disadvantages, and suitab…

Research Article Open Access İleri Beslemeli Yapay Sinir Ağları için Donanım Uygulamasına Yatkın Çevrimiçi ELM Tabanlı Eğitim Algoritması
Önder Polat, Polat Ö, Sema Koç Kayhan, Koç Kayhan S
Cognitive Models and Artificial Intelligence Conference 2023 https://doi.org/10.36287/setsci.6.1.013

Bu bildiride, ileri beslemeli tek gizli katmanlı yapay sinir ağları için donanım uygulamasına uyumlu olan ve seyrek düzenlileştirilmiş bir aşırı öğrenme makinası (ELM) algoritması sunulmaktadır. Önerilen algoritma, düzenlileştirme için genelleştirilmiş minimak…

Research Article Open Access Variable Step-Size Modified P&O-based MPPT Algorithm for the Photovoltaic Systems
Onur Tarık Özdemir, Özdemir O, Emre Hasan Dursun, Dursun E
Proceedings of the 6th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.2.012

The utilization of renewable energy sources is being enlarged daily to meet the escalating energy needs around the world. Solar energy, like other renewable energy sources, occupies an important place in the energy generation sector. Since it is important to i…

Research Article Open Access Bidirectional Active Rectifier Phase Lock Loop Software Design for More Electric Aircraft
İ. Ethem Demiralay, Demiralay İ, A. Faruk Bakan, Bakan A
Proceeding of the 5th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.1.004

The next generation aircraft will be operated first with hybrid technology and then with purely electric technology, just like in the automobile industry. More electric aircraft concepts today have brought about a reorganization of the generation, transmission…

Research Article Open Access Göreli Yüz Genişliği ile Saldırganlık Arasındaki İlişkiler
Fırat Koç, Koç F, Vahdet Özkoçak, Özkoçak V
4th International Symposium on Innovative Approaches in Social, Human and Administrative Sciences 2019 https://doi.org/10.36287/setsci.4.8.065

Yüzün iki uç noktası olan zygon noktalarının arasındaki mesafenin ölçülmesiyle "yüz genişliği" elde edilir. Burun kemiğinin başlangıcında bulunan nasion noktası ile dudakların ve dişlerin birleştiği stomion noktası arasındaki mesafenin ölçülmesiyle de yüz uzun…

Research Article Open Access Çocuklarda İdrar Kültürlerinden İzole Edilen Escherichia coli Suşlarında Antibiyotik Direnci
Erhan Karaaslan, Karaaslan E, Meryem Çetin, Çetin M
4th International Symposium on Innovative Approaches in Health and Sports Sciences 2019 https://doi.org/10.36287/setsci.4.9.062

Antibiyotik direncinin artışı güncel endişe kaynaklarından biri olmuştur, bu yüzden çoğu enfeksiyonun tedavisi zorlaşmaktadır. Bu çalışmanın amacı çocukluk çağı idrar yolu enfeksiyonlarında (İYE) en sık karşılaşılan bakterial ajan etkeni Esherichia coli’ye kar…

Research Article Open Access Açık Uçlu Soruların Çok Yüzeyli Rasch Modeli ile Analizi
Şirin Çetin, Çetin Ş
4th International Symposium on Innovative Approaches in Health and Sports Sciences 2019 https://doi.org/10.36287/setsci.4.9.067

Sınavlarda ölçme aracı olarak kullanılan açık uçlu sorulardan oluşan sınavlarda yansız puanlama önemlidir. Açık uçlu sorular, öğrencilere kendilerini özgür bir biçimde ifade etme olanağı sunmakta ve çeşitli becerilerin farkındalığına imkân sunmaktadır. Ayrıca …

Research Article Open Access TRIZ Yaklaşımı Kullanılarak Hava Araçlarındaki Mühimmat Bırakma Sistemlerinde Yenilikçi Çözüm Üretilmesi
Faik Fatih Korkmaz, Korkmaz F, Mert Subran, Subran M, Ayşenur Hatipoğlu, Hatipoğlu A, Metin Orhan Kaya, Kaya M, Kemal Fidanboylu, Fidanboylu K
4th International Symposium on Innovative Approaches in Engineering and Natural Sciences 2019 https://doi.org/10.36287/setsci.4.6.018

TRIZ, geçmiş problemlerin çözümlerini özetleyen ve gelecekteki problemlerin sistematik bir yöntem ile çözülmesine yardımcı olan, inovatif problem çözme tekniğidir. Günümüzde şirketlerin rekabet ortamında daha verimli, üretken olabilmeleri ve piyasada varlıklar…

Research Article Open Access Design of Operating Routes of Wave Energy Powered Electric Cargo Ships in Red Sea
Mahmoud Hassan Onsa, Onsa M, Mohammed Osman Elsadig, Elsadig M
4th International Symposium on Innovative Approaches in Engineering and Natural Sciences 2019 https://doi.org/10.36287/setsci.4.6.049

A theoretical design assessment performed here to evaluate the idea of utilizing wave energy in the Red sea to power electric-cargo ships, in the route between Port Sudan and Jeddah Islamic port. The calculated mean wave power in 2018 was (1.4 MW), five wave p…

Research Article Open Access Analytic Hierarchy Process and Topsis Methods of Construction Site Selection
Seher Arslankaya, Arslankaya S, Ömer Baştürk, Baştürk Ö
4th International Symposium on Innovative Approaches in Engineering and Natural Sciences 2019 https://doi.org/10.36287/setsci.4.6.067

Decision making is a mental process in which one of the different options is chosen. All decision-making processes end with a decision. In this thesis, site selection for a new project was examined. Investments requiring very high budgets, such as the construc…

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