665 results for “Functional Data Analysis”
Research Article
Open Access PREDICTION OF HIGH-TEMPERATURE PERFORMANCE OF GEOPOLYMER MODIFIED ASPHALT BINDER USING ARTIFICIAL NEURAL NETWORKS
Mustafa Alas, Alas M, Shaban Ismael Albrka Ali , Albrka Ali S
2nd International Symposium on Innovative Approaches in Scientific Studies 2018
Complexity in the behavior of asphalt binders are further escalated with geopolymer (fly ash and the
alkali liquid) modification thus, making it difficult to predict the performance of the binder accurately. This study
employs artificial neural network model…
Research Article
Open Access Community Detection in Social Media Network with Maximum Modularity Using Girvan-Newman Algorithm
Ali Fatih Gündüz, Gündüz A, Ahmet Karadoğan, Karadoğan A
International Symposium on Multidisciplinary Studies and Innovative Technologies 2017
Social networks are formed from interactions of peoples. Measuring the degree of those relationships requires interpreting connectivity of vertices and extracting information from it. Generally individuals form smaller sub-communities in those networks. Identi…
Research Article
Open Access Signal Collision in Open Finance: An Auditable Common-Trade Penalty for Learned Portfolios
Eric Benhamou, Benhamou E, Jean-Jacques Ohana, Ohana J, Beatrice Guez, Guez B, Thomas Jacquot, Jacquot T, Ethan Setrouk, Setrouk E, Chamyl Saadi, Saadi C
Proceedings of the International Conference on Open Finance (ICOF 2026) 2026 https://doi.org/10.36287/setsci.25.4.001
Open-finance platforms can combine models from different vendors while still concentrating capital in the same trade. Shared data, objectives, and representations make decision diversity the relevant object, rather than diversity of model names. We call loadin…
Research Article
Open Access Comparative Political and Economic Vulnerability: A Composite-Index Approach
Madhu Thota, Thota M, Sri Ram Uppugalla, Uppugalla S, Chaitanya Basava, Basava C
Proceedings of the International Conference on Open Finance (ICOF 2026) 2026 https://doi.org/10.36287/setsci.25.6.001
This study develops the Political and Economic Vulnerability Score (PAVS), a composite index for assessing cross-country differences in macro-financial and institutional vulnerability. Drawing on publicly available World Bank data, the index combines 13 indica…
Research Article
Open Access Blockchain Powered Interaction for Gamification of Smart Cities
Yasin Celik, Celik Y
7th International Symposium on Innovation in Architecture, Planning and Design 2025 https://doi.org/10.36287/setsci.23.8.001
The rapid growth of city populations and the increasing complexity of managing city infrastructure have led to the emergence of smart cities, which rely on advanced technologies to optimise urban services. However, one of the key challenges facing smart cities…
Research Article
Open Access Preserving the past: Capturing heritage with 3D laser scanning technology
Jasna Grujoska-Kuneska, Grujoska-Kuneska J, Veronika Shendova, Shendova V
7th International Symposium on Innovation in Architecture, Planning and Design 2025 https://doi.org/10.36287/setsci.23.9.001
Heritage buildings are valuable cultural and historical assets that create tangible connection to our past and provide many social and economic benefits. These buildings are often threatened by various environmental and human factors, which impose the need for…
Research Article
Open Access Climate-Adaptive Modular Micro-Living for Urban Regeneration: A Passive Design and Low-Carbon Construction Framework
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.23.62.001
This study proposes a climate-adaptive framework for modular micro-living units as a construction-based response to growing urban challenges related to climate resilience, densification, and housing affordability. The design integrates prefabricated cross-lami…
Research Article
Open Access Energy Loss and Panel Fault Detection in Solar photovoltaic Systems Using Extreme Gradient Boosting algorithm
Fatma Zehra Kardas, Kardas F, Adem Atmaca, Atmaca A
International Symposium on AI-Driven Engineering Systems 2025 https://doi.org/10.36287/setsci.22.59.001
Solar photovoltaic (PV) systems are widely adopted for sustainable energy production; however, physical defects such as glass breakage significantly reduce panel efficiency and system output. In this study, a real-world case analysis was conducted on a 1003 kW…
Research Article
Open Access Development of Machine Learning-Based Sales Cancellation/Return Forecasting Models for the E-Commerce Industry
Zehra Sude Sarı, Sarı Z, Batuhan Taşkapı, Taşkapı B, Gökay Dağdaş, Dağdaş G, Mehmet Fatih Akay, Akay M
International Conference on Advances in Electrical-Electronics Engineering and Computer Science 2024 https://doi.org/10.36287/setsci.19.5.022
E-commerce is evolving rapidly, creating a more competitive market environment. With this development, gaining a competitive advantage has become even more crucial. Companies implement various strategic moves to maintain their position in this competitive mark…
Research Article
Open Access Performance Comparison of Carotid Artery Intima Media Thickness Classification by Deep Learning Methods
Serkan Savaş, Savaş S, Nurettin Topaloğlu, Topaloğlu N, Ömer Kazcı, Kazcı Ö, Pınar Nercis Koşar, Koşar P
International Congress on Human-Computer Interaction, Optimization and Robotic Applications 2019 https://doi.org/10.36287/setsci.4.5.025
Deep learning is a machine learning sub-field that uses deep neural networks. Instead of customized algorithms for each study in this field, it is aimed to cover the wider data set of solutions based on learning the data. Deep learning is a promising approach …
Research Article
Open Access Derslerde Yardımcı Kaynak Kullanılmasının Öğretmen, Veli ve Öğrenci Görüşlerine Göre Değerlendirilmesi
Halil Taş, Taş H, Muhammed Baki Minaz, Minaz M
2nd International Symposium on Innovative Approaches in Scientific Studies 2018
Derslerde yardımcı kaynak kullanılmasının öğretmen, veli ve öğrenci görüşlerine göre değerlendirilmesini amaçlayan bu
araştırma, nicel ve nitel araştırma tekniklerine uygun olarak tasarlanmış tarama modeli niteliğinde bir araştırmadır. Araştırmanın
çalışma g…
Research Article
Open Access Türkiye için Güneşlenme Süresinin Mekansal Analizi
Mine Tülin Zateroğlu, Zateroğlu M, H. Mustafa Kandırmaz, Kandırmaz H
2nd International Symposium on Innovative Approaches in Scientific Studies 2018
Güneşlenme süresi, çok sayıda uygulama için temel veridir. Esas olarak güneş enerjisi tahmininde kullanılmaktadır,
ancak aynı zamanda özellikle iklim tabanlı uygulamalar için önemli bir veri kaynağıdır. Bu nedenle, güneşlenme süresinin
mekansal ve zamansal d…
Research Article
Open Access Türkiye’deki Bisiklet Paylaşım Programları
Ezgi Eren, Eren E, Burak Yiğit Katanalp, Katanalp B, Zeynel Baran Yıldırım, Yıldırım Z, Volkan Emre Uz, Uz V
2nd International Symposium on Innovative Approaches in Scientific Studies 2018
Bu çalışma Türkiye’de bulunan altı farklı şehirdeki: İSBİKE, BİSİM, ANTBİS, NEXTBİKE, KOBİS, KAYBİS bisiklet
paylaşım programlarının(BPP) SWOT analizi yapılarak güçlü ve zayıf yönleri ile fırsat ve tehditlerini incelemiştir. Bu çalışmada,
bisiklet paylaşım p…
Research Article
Open Access Analysis of Real and Simulation Production Values of Kayseri OIZ Solar Power Plant
Ali Durmuş, Durmuş A, Abdülkadir Dağlı, Dağlı A, Tahir Karakoç, Karakoç T, H. Nuh Sarp, Sarp H
Ist International Symposium on Innovative Approaches in Scientific Studies 2018
The majority of the resources used in the production of electricity in our country are imported. In order to meet the ever-increasing need for energy, it has started to turn to different and new generation energy sources. In this context, especially the use of…
Research Article
Open Access Determination of Optimal Maintenance Period by Data Analysis Method
Hasan C. Öteyaka, Öteyaka H, Ramazan Köse, Köse R
Ist International Symposium on Innovative Approaches in Scientific Studies 2018
The performance and competitiveness of manufacturing companies depend on the production system and depend on the sustainability, productivity, reliability and protection of the expected functions of machinery and equipment in these systems. Their sustainable s…
Research Article
Open Access Effect of R&D Expenditures on Employment
Selahattin Kaynak, Kaynak S, Sinan Çağrı Öztekin, Öztekin S
International Symposium on Multidisciplinary Studies and Innovative Technologies 2017
Innovations, which are one of the most important identifiers of pass to information society, have caused socio-economic transformations on global level. Especially labour factor, which companies use in production, have been affected by innovations. On the grou…
Research Article
Open Access Energy and exergy analysis of an absorption refrigeration system
Abid Ustaoğlu, Ustaoğlu A, Mustafa Alptekin, Alptekin M, Bertan Parıltı, Parıltı B
International Symposium on Multidisciplinary Studies and Innovative Technologies 2017
In the present study, energy and exergy analyses of a solar powered absorption refrigeration system are corried out by terms of the first and second laws of thermodynamics. NH3-H2O fluid couple is used in the system. The analyses are performed with the help of…
Research Article
Open Access A Singular-Feed Circularly Polarized Metasurface Antennas Using Characteristic Mode Analysis
M. Dilruba Geyikoglu, Geyikoglu M, Hilal Koc Polat, Koc Polat H
Proceeding of the 5th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.1.010
In this paper, a singular-feed circularly polarized (CP) metasurface antenna with broad impedance bandwidth is presented. The antenna consists of modified slots with a lattice of 3 × 3 square conductive patches. Modes are selected and excited by modified slot …
Review
Open Access A Review Study on the Using of Diethyl Ether in Diesel Engines: Effects on PM and Smoke Emissions
İsmet Sezer, Sezer İ
2nd International Symposium on Innovative Approaches in Scientific Studies 2018
This study was compiled from the results of various researches performed on using diethyl ether as a fuel or fuel
additive in diesel engines. Three different techniques are used the reduction of the harmful exhaust emissions of diesel engines.
The first tech…
Abstract Only
Open Access A Review Study on the Using of Diethyl Ether in Diesel Engines: Effects on NOx Emissions
İsmet Sezer, Sezer İ
2nd International Symposium on Innovative Approaches in Scientific Studies 2018
This study was compiled from the results of various researches performed on using diethyl ether as a fuel or fuel additive in diesel engines. Three different techniques are used the reduction of the harmful exhaust emissions of diesel engines. The first techni…