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330 results for “Machine Learning Models”

Research Article Open Access Global Ağ Yapısına Dayalı Kuramoto Modelinde Senkronizasyonun Araştırılması
İrem Şenyer Yapıcı, Yapıcı İ, Rukiye Uzun, Uzun R
International Symposium on Multidisciplinary Studies and Innovative Technologies 2017

In the study synchronization was studied using an all-to-all network structure in a multiple system of Kuramoto oscillators. Synchronization performance was first investigated in a weakly connected system, and the effects of link strength and number of oscilla…

Research Article Open Access Numerical Modeling of the Dispersion of Vehicle Emissions in Street Canyons
Batuhan Oğuz, Oğuz B, Bahattin Topaloğlu, Topaloğlu B, Bilal Sungur, Sungur B
International Symposium on Multidisciplinary Studies and Innovative Technologies 2017

Exhaust gas distribution in street canyons is one of the important research subjects in urban air quality studies. Vehicle emissions are an important group of pollutants in urban areas. In this study, the dispersion of exhaust emissions from vehicles in canyon…

Research Article Open Access Estimation of Electricity Consumption by Regression and Artificial Neural Networks Approaches
Ümmü Gülsüm Eraslan, Eraslan Ü, Figen Balo, Balo F, Büşra Çetin, Çetin B, Ukbe Ü. Uçar, Uçar U
International Symposium on Multidisciplinary Studies and Innovative Technologies 2017

Aim of the study: It is important to be able to plan the production transmission and distribution necessary for uninterrupted electricity and to use the electricity more efficiently and to make demand forecasts. For this reason, it is aimed to estimate the ele…

Research Article Open Access Evrimsel Algoritma ile Parçacık Sürü Algoritmasının Simülasyon Tabanlı Karşılaştırılması ve Elde Edilen Sonuçların Analizi
Serkan Dereli, Dereli S, Raşit Köker, Köker R, İsmail Öylek, Öylek İ, Metin Varan, Varan M
International Symposium on Multidisciplinary Studies and Innovative Technologies 2017

Evrimsel algoritma ve parçacık sürü algoritması çok uzun zamandır ayrı ayrı çeşitli karmaşık problemlerin çözümünde yaygın olarak kullanılan sezgisel algoritmalardır. Evrimsel algoritma canlıların çoğalmasını ve hayatta kalmak için en iyilerin seçilmesi tekniğ…

Research Article Open Access Can We Stop the Backtest Yet? Anytime-Valid Promotion Tests for Adaptive Financial Research Agents
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.25.3.001

Adaptive research systems can generate, discard, revise, and monitor trading rules faster than their selection history can be audited. We ask when such a system may promote a frozen rule to governed forward evaluation. The proposed protocol assigns each candid…

Research Article Open Access Exploring Integrity in Javanese Islamic Sites Through Archival Study and the Lens of the HUL Paradigm
Karina Tucunan, Tucunan K
7th International Symposium on Innovation in Architecture, Planning and Design 2025 https://doi.org/10.36287/setsci.23.31.001

This paper explores the role of archival study in exploring site integrity within the Historic Urban Landscape (HUL) framework, using the case of Islamic heritage sites in Java, Indonesia. In contexts where material traces have been lost or obscured, archival …

Research Article Open Access Visualizing Pedestrian Perception: Eye-Tracking Analysis for Walkable Urban Environments
Mahzerin Sultana, Sultana M, Shuva Chowdhury, Chowdhury S, Balakrishna Gokaraju, Gokaraju B, Raymond C. Tesiero, Tesiero R, Md Fahim Shahriar, Shahriar M
7th International Symposium on Innovation in Architecture, Planning and Design 2025 https://doi.org/10.36287/setsci.23.36.001

Understanding pedestrian perception is essential for designing walkable and inclusive urban environments. This study employs real-world eye-tracking to investigate how pedestrians visually engage with urban streetscapes during everyday navigation. Using wearab…

Research Article Open Access A Comparative Evaluation of Blockchain Consensus Algorithms in Terms of Energy Efficiency and Performance Metrics
Doğukan Çatal, Çatal D, Mehtap Köse Ulukök, Köse Ulukök M
International Symposium on AI-Driven Engineering Systems 2025 https://doi.org/10.36287/setsci.22.33.001

This study presents a comparative evaluation of five widely adopted blockchain consensus algorithms—Proof of Work (PoW), Proof of Stake (PoS), Delegated Proof of Stake (DPoS), Practical Byzantine Fault Tolerance (PBFT), and Proof of Authority (PoA)—based on en…

Research Article Open Access Güç Elektroniği Elemanlarının Sağlamlık Kontrolü için Test Devresi Tasarımı
Muhammed Emin Gügenir, Gügenir M, Esra Arslan, Arslan E, Eyüp Emre Kasap, Kasap E, Emin Demirbaş, Demirbaş E, Nimet Korkmaz, Korkmaz N
International Trend of Tech Symposium 2024 https://doi.org/10.36287/setsci.21.7.038

Laboratuvar derslerinde öğrenci performansını etkileyen parametrelerden biri devrede kullanılan elemanların sağlam olup olmadığıdır. Devrede kullanılan elemanların işlevini yerine getiremez durumda olması öğrencilerin performans çıktılarını olumsuz etkilemekte…

Research Article Open Access Grid-Aware Electric Vehicle Charging Interface Design
Emir Alaca, Alaca E, Seçil Varbak Neşe, Neşe S
International Trend of Tech Symposium 2024 https://doi.org/10.36287/setsci.21.8.043

Fossil fuels used by traditional internal combustion vehicles today are quite damaging to environment. Because of these fuels, global warming has reached a very dangerous point. However, fossil fuels are gradually depleting. Therefore, it is inevitable that el…

Research Article Open Access Exploring Disaster Vulnerability of Children in Urban Informal Settlements: A Built Environment Perspective
Atiya Rahman Piya, Piya A, Afroza Parvin, Parvin A
6th International Symposium on Innovation in Architecture, Planning and Design 2024 https://doi.org/10.36287/setsci.20.24.187

This study investigates the heightened vulnerability of children residing in disaster-prone informal settlements in the southwestern coastal city of Khulna, Bangladesh. The study focuses on both social and physical factors contributing to children's vulnerabil…

Research Article Open Access Forces, Structures, and the Evolution of Natural and Artificial Forms
Saba Matin Aygören, Aygören S, Hilal Türkdoğdu, Türkdoğdu H
6th International Symposium on Innovations in Scientific Areas 2024 https://doi.org/10.36287/setsci.18.1.0050

The formation of architectural form is influenced by functional, economic, social, cultural, climatic, and environmental factors, along with construction and stability conditions. Stability is crucial in shaping form and ensuring durability against environment…

Research Article Open Access An Investigation on the Use of Virtual Reality Applications in Interior Architecture Design Studio
Selim Öztürk, Öztürk S, Dilek Yasar, Yasar D
6th International Symposium on Innovations in Scientific Areas 2024 https://doi.org/10.36287/setsci.18.1.009

Today, there is an ever-increasing use of digital tools in design processes. Markedly, Virtual Reality (VR) applications have secured a prominent place in the interior architecture industry. The potential use of digital tools in the scope interior architecture…

Research Article Open Access Öğrenci Bilgi Seviyesinin Veri Madenciliği Yöntemleri ile Belirlenmesi ve Tahmin Edilmesi
Sezer Seven, Seven S, Tolga Aydın, Aydın T, Güler Karaman, Karaman G
Cognitive Models and Artificial Intelligence Conference 2023 https://doi.org/10.36287/setsci.6.1.016

Öğretmenler açısından öğrencilerin herhangi bir konuda bilgi düzeylerinin bilinmesi oldukça önemlidir. Bu doğrultuda öğrencilerin bilgi düzeylerinin ölçülmesi veya belirlenmesine yönelik olarak çalışmalar literatürde mevcuttur. Yapılan çalışmalara genel olarak…

Research Article Open Access Soğuk İklim Bölgelerinde Çocuk Oyun Alanı Tasarım Kriterlerinin Belirlenmesi
Ali Can Kuzulugil, Kuzulugil A, Başak Aytatlı, Aytatlı B
5th Symposium on Innovation in Architecture, Planning and Design 2023 https://doi.org/10.36287/setsci.6.2.0036

Doğa her mevsim çocukların fiziksel aktivite, deney, keşfetme ve yönetme konusundaki temel ihtiyaçlarını teşvik etmektedir. İyi bir açık hava oyun alanı çocukların gelişim ihtiyacını karşılamalıdır. Çocuk oyun alanları tasarımlarında  farklı ihtiyaçlara, farkl…

Research Article Open Access Uçak Görüntülerinin Sınıflandırılmasında Farklı Yapay Zekâ Algoritmalarının Performansı
Özgün Devrim Kılıç, Kılıç Ö, Mustafa Emre Aydemir, Aydemir M, Pınar Öztürk Özdemir, Öztürk Özdemir P
Proceedings of the 6th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.2.018

Günümüzde yapay zekâ uygulamaları ile nesne tespiti birçok alanda kullanılmaktadır. Yapay zekâ ile görüntü işleme teknolojisinin ve veri setlerinin gelişmesiyle birlikte birçok matematiksel model ve algoritma nesne tespitinde kullanılmaktadır. Yapay zekâ algor…

Research Article Open Access Smart (V2G) Power Transfer on Scenario Based Strategies Trained Through Artificial Neural Networks for Maximum Tariff Saving and Energy Management in MATLAB Simulink
Shariq Ahmed Shamsi, Shamsi S, Omer Cihan Kivanc, Kivanc O
Proceedings of the 6th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.2.016

Although numerous amounts of research have been done to find alternate sources of energy consumption and its applications. But in times of energy crisis and global warming urgency, it is needed to pace towards methods of less dependency on fossil fuels in the …

Research Article Open Access Making Corporate Social Responsibility Sustainable in Supply Chains: Cases of Nigerian Pharmaceutical Companies
Yazid Aliyu, Aliyu Y
4th International Symposium on Innovative Approaches in Social, Human and Administrative Sciences 2019 https://doi.org/10.36287/setsci.4.8.045

Chronically, the Nigerian pharmaceutical arena has witnessed a series of scandals, perhaps unprecedented level of unethical behaviors, cruelty or of a kind. These events have seriously shaken people’s belief. In general, such activities have left a black-hole …

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 PID Parameter Optimization By Using Ant Colony And Cuckoo Algorithms For Boost Converter
Önder Civelek, Civelek Ö, Metin Tüysüz, Tüysüz M, Mustafa Şinasi Ayas, Ayas M
4th International Symposium on Innovative Approaches in Engineering and Natural Sciences 2019 https://doi.org/10.36287/setsci.4.6.069

One of the most well-known and easy-to-design converter of DC-DC converters is DC-DC Boost converter. DC-DC boost converters are widely utilized in industrial applications. Therefore, output voltage regulation of the boost converter is a popular issue that res…

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