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Research Article Open Access AICrypto‑Assistant: A Multi‑Agent LLM Platform for Democratizing Crypto‑Asset Analysis
Mimoza Dimodugno, Dimodugno M, Mehdi Mammadov, Mammadov M
International Conference on Open Finance 2025 https://doi.org/10.36287/setsci.24.2.017

Market democratization through conversational AI represents a critical frontier in financial technology, yet cryptocurrency analysis remains dominated by institutional players with sophisticated toolchains. We introduce AICrypto-Assistant, …

Research Article Open Access Amasya Hatuniye Mahallesi ve Yalıboyu Evlerinin Biyofilik Şehir Göstergeleri Açısından Değerlendirilmesi
Sümeyra Şahin, Şahin S, Zeynep Özdemir, Özdemir Z
7th International Symposium on Innovation in Architecture, Planning and Design 2025 https://doi.org/10.36287/setsci.23.82.001

Günümüzde hızla artan kentleşme, doğal çevrenin geri plana itilmesine ve bireylerin doğayla olan bağlarının zayıflamasına neden olmaktadır. Bu durum, sadece yaşam kalitesini değil, aynı zamanda kültürel ve tarihî çevrelerle kurulan ilişkiyi…

Research Article Open Access Geçmişten Günümüze Bir Kamusal Mekân: Merzifon Cumhuriyet Meydanı Örneğinde Kentsel Açık Alan Değerlendirmesi
Enda Nur Demir, Demir E, Zeynep Özdemir, Özdemir Z
7th International Symposium on Innovation in Architecture, Planning and Design 2025 https://doi.org/10.36287/setsci.23.77.001

Kent meydanları, toplumsal hareketliliğin ve kamusal katılımın merkezinde yer alarak bireyler arası sosyal ilişkileri güçlendiren, çok işlevli etkinliklere ev sahipliği yapan kamusal mekânlardır. Kitlelerin kesişim noktasını oluşturan meyda…

Research Article Open Access Kent Mobilyalarının Ergonomi ve Antropometri Kriterleri Açısından İrdelenmesi: Selçuk Üniversitesi Örneği
Ruhugul Ozge Gemici, Gemici R
7th International Symposium on Innovation in Architecture, Planning and Design 2025 https://doi.org/10.36287/setsci.23.3.001

İnsan, ergonomik yaklaşımın temel bileşenlerinden biri durumundadır. Bu nedenle ergonomi, insanın yaşadığı ortamın ve onun kullandığı her türlü araç ve donanımın insana ve topluma uygun olmasını amaçlar. Bu amaçla, ergonominin dayandığı bil…

Research Article Open Access Simetrinin Gözlemci Davranişina Etkisinin Göz İzleme Tekniği İle İncelenmesi: Konya Kenti Örneği
Ruhugul Ozge Gemici, Gemici R, Sabriye Özer, Özer S, Ayça Hilal Dalgar, Dalgar A
7th International Symposium on Innovation in Architecture, Planning and Design 2025 https://doi.org/10.36287/setsci.23.2.001

Peyzaj mimarlığında simetri, kullanıcıların çevresel algısını ve etkileşimini yönlendiren bir tasarım ilkesidir. Bu bağlamda, simetrinin gözlemci davranışına etkisini incelemek amacıyla Konya kentinde bir çalışma yürütülmüştür. Çalışmada, g…

Review Open Access Comparative Review of Machine Learning Methods in Revenue Forecasting
Ali Taghiyev, Taghiyev A, Özkan İnik, İnik Ö
International Symposium on AI-Driven Engineering Systems 2025 https://doi.org/10.36287/setsci.22.54.001

In this study, a classification problem is discussed to predict whether individuals' annual income levels are above $50,000. The UCI Adult Income Dataset, which is derived from the 1994 US Census (Census) data and is widely used in the fiel…

Research Article Open Access Deep Learning Approaches for Lung Cancer Classification: A Comparative Study of Multiple Model Architectures
Ayşe Nur Durmaz, Durmaz A, Nihan Özbaltan, Özbaltan N
International Symposium on AI-Driven Engineering Systems 2025 https://doi.org/10.36287/setsci.22.41.001

Early detection of lung cancer remains a critical challenge in medical imaging, where accurate classification between benign and malignant pulmonary nodules can significantly impact patient outcomes. This study presents a comprehensive comp…

Research Article Open Access Comparative Analysis of Deep Learning Models for COVID-19 Detection in X-Ray Images
Ali Bayram, Bayram A, Nihan Özbaltan, Özbaltan N
International Symposium on AI-Driven Engineering Systems 2025 https://doi.org/10.36287/setsci.22.39.001

The COVID-19 pandemic has necessitated the development of rapid, accurate, and automated diagnostic tools to assist healthcare professionals in patient screening and management. This comprehensive study presents a detailed comparative analy…

Research Article Open Access Prediction of Recurrence of Differentiated Thyroid Cancer with Hybrid SMOTE-Stacking Model
Erkan Akkur, Akkur E, Serkan Cizmecioğulları, Cizmecioğulları S, Ahmet Cankat Öztürk, Öztürk A
International Trend of Tech Symposium 2024 https://doi.org/10.36287/setsci.21.6.033

Differentiated thyroid cancer (DTC) is the most frequent form of thyroid cancer. Although this type of cancer shows a favourable prognosis, the risk of recurrence remains a critical concern. Early and accurate prediction of the risk of recu…

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 huma…

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 dus…

Research Article Open Access Multilingual Sentiment Analysis for Mobile Gaming: A Comparative Study of Machine Learning and Hybrid Deep Learning Approaches
Erol Kına, Kına E, Recep Özdağ, Özdağ R
International Trend of Tech Symposium 2024 https://doi.org/10.36287/setsci.21.1.001

The rapid expansion of the mobile gaming industry has underscored the need to understand user sentiment, with social media platforms like X (Twitter) providing key insights. This study applied sentiment analysis to English and Turkish tweet…

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 c…

Research Article Open Access Bibliometric Analysis of the Concept of Walkability
Özlem Büyüktaş, Büyüktaş Ö, Hatice Günseli Demirkol, Demirkol H
6th International Symposium on Innovation in Architecture, Planning and Design 2024 https://doi.org/10.36287/setsci.20.23.182

Walkability is a concept that enhances urban quality by promoting pedestrian-friendly environments and providing individuals with better living spaces. Recently, it has become a systematic and interdisciplinary research area that is extensi…

Research Article Open Access Development of Cross-Laminated Timber and Current Standards in Türkiye
Nurbanu Şahin, Şahin N, Özlem Parlak Biçer, Parlak Biçer Ö
6th International Symposium on Innovation in Architecture, Planning and Design 2024 https://doi.org/10.36287/setsci.20.4.032

Cross-laminated timber (CLT) has gained prominence in the construction sector in recent years. In addition to eliminating most of the known disadvantages of wood, providing advantages such as earthquake resistance, lightness, fast applicati…

Research Article Open Access DC Energy Technologies: The Key to A Sustainable Tomorrow?
Hatice Aydın, Aydın H, Muciz Özcan, Özcan M
International Conference on Advances in Electrical-Electronics Engineering and Computer Science 2024 https://doi.org/10.36287/setsci.19.3.010

Development of semiconductor technology, the introduction of computers, smart devices and many household appliances into our lives, especially in the last 20 years, the increase in interest in renewable energy sources, the density of the po…

Research Article Open Access Güneş Enerji Santrallerinde Çevresel Faktörlerin Etkileri MEYSU Fabrikası Örneği
Fırat Özbay, Özbay F, Ali Durmuş, Durmuş A
International Conference on Advances in Electrical-Electronics Engineering and Computer Science 2024 https://doi.org/10.36287/setsci.19.2.007

Günümüzde, enerji ihtiyacının karşılanmasında fosil yakıtların kullanımı sınırlı kaynakları ve çevresel etkileri nedeniyle sürdürülemez hale gelmiştir. Bu durum, temiz, çevreci ve sürdürülebilir alternatiflerin, özellikle güneş, rüzgâr ve b…

Research Article Open Access Synthesis of Drug Microparticle with Hydrophilic Carrier and Its Characterization
Emine Ozen, Ozen E, Kader Poturcu, Poturcu K, Tayebeh Hashemi, Hashemi T, Melike Sozeri, Sozeri M, Serhat Yigit, Yigit S, Sevgi Demiroz, Demiroz S
6th International Symposium on Innovations in Scientific Areas 2024 https://doi.org/10.36287/setsci.18.1.00132

In the present study, a model drug, with its low permeable and low aqueous soluble properties, was selected to produce microparticles using an anti-solvent precipitation technique with two different drugs: polymer (0.5, 1.0, w/v %) ratios. …

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 i…

Research Article Open Access Yeniden İşlevlendirmenin Kent Kimliği ve Kentsel Bellek Üzerindeki Etkisi
Neslihan Demircan, Demircan N, Elif Esra Özgül, Özgül E
5th Symposium on Innovation in Architecture, Planning and Design 2023 https://doi.org/10.36287/setsci.6.2.0030

Kentler bulundukları yer, toplum, doğal koşullar, kültür gibi doğal ve beşeri faktörlerin etkisiyle şekillenir. Her kent kendi toplumunun ve doğal koşullarının gereksinimi doğrultusunda biçimlenir. Kentlerin farklı doğal özellikleri, toplum…

Research Contributions (2019+)Peer reviewed by at least two reviewers
Open AccessCC BY 4.0
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