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338 results for “Regression Model”

Research Article Open Access Hyperparameter Optimization of a Faster R-CNN Model For Fault Detection In Quality Control
Abdullah Yüksel, Yüksel A, Oğuzhan Karahan, Karahan O
International Trend of Tech Symposium 2024 https://doi.org/10.36287/setsci.21.5.023

Quality control in the industry is becoming increasingly important as a result of increasing market competition and the need for quality products. The increasing complexity of industrial processes and the increase in the amount of data available have promoted …

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 Process Model and its Use in Architecture: An Assessment on the Documentation of Stone Building Elements Production Processes
Muhammed Çuha, Çuha M, Serdar Aydin, Aydin S
5th Symposium on Innovation in Architecture, Planning and Design 2023 https://doi.org/10.36287/setsci.6.2.0048

This research formulates guidelines for documenting stone building element production in contemporary crafting technologies, focusing on semi-automatic processes. Conducting a comprehensive examination of prevalent architecture process models, such as Business…

Research Article Open Access Classification of Induction Motors by Fault Type with bidirectional Long-Short Term Memory Method
Ahmet Ali Süzen, Süzen A, Kıyas Kayaalp, Kayaalp K
4th International Symposium on Innovative Approaches in Engineering and Natural Sciences 2019 https://doi.org/10.36287/setsci.4.6.074

It is important to determine the initial level of failures of induction motors used in many industrial applications. The sudden stops of the system can be prevented with the pre-detection of the fault. The experiment mechanism was established to detect mechani…

Research Article Open Access Evaluation of Current Accessibility Implementations in Public Spaces in Turkey from Intellectual, Architectural, and Legal Aspects
İlkay Dinç Uyaroğlu, Dinç Uyaroğlu İ
3rd International Symposium on Innovative Approaches in Scientific Studies (Fine Arts, Design and Architecture) 2019

Accessibility is among the central issues in national and international policies aimed at catering for a more democratic social life, since its achievement promotes the right to full participation in all public services and community life, to a significant ext…

Research Article Open Access A Data Analysis and Behavior Model for Study of Consumer Service in the Financial Sector
Sultan  Tatlılıoğlu  , Tatlılıoğlu   S, Dionysis  Goularas  , Goularas   D
3rd International Symposium on Innovative Approaches in Scientific Studies (Engineering and Natural Sciences) 2019

In recent years, the financial sector has been considerably developed, especially in electronic banking. As individual users in the financial sector use e-banking and e-finance systems, the concept of loyalty in the banking sector has shifted from traditional …

Research Article Open Access Termal Otellerin Web Siteleri İçerik Analizi
Seher Ceylan, Ceylan S
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Sağlık turizmi, bireylerin, koruyucu, tedavi edici, rehabilite edici ve sağlığı geliştirici hizmetleri almak için yaşadıkları ülke dışındaki bir ülkeye gerçekleştirdikleri ziyaretler olarak tanımlanabilir. Bu anlamda sağlık turizmi; medikal turizm, termal tu…

Research Article Open Access Mathematical Model on the Temporal and Spatial Structure for Predator-Prey System
Yadigar Şekerci Fırat, Şekerci Fırat Y
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

In this talk, we work on a model of the prey-predator system to see the effect of system components on species distribution for both temporal and spatial structure. In some cases, changing environmental conditions results in extinction or leads the survival …

Research Article Open Access Modeling of Micro Turning Process with Finite Elements Method and Selection of Suitable Material Model
Ahmet Hasçelik, Hasçelik A, Kubilay Aslantaş, Aslantaş K
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

Developing technology in the manufacturing industry and the requirement of high precision parts reveals micro machining. It is possible to produce workpieces both at high speed and with high precision by means of micro-mechanical machining.The finite element m…

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, the first open-sourc…

Research Article Open Access BIM Cost Management: ROI on BIM Implemented Projects in the Construction Industry
Mustafa Nabi Kocakaya, Kocakaya M, Yasin Celik, Celik Y, Omer Giran, Giran O, Osman Hurol Turkakin, Turkakin O
7th International Symposium on Innovation in Architecture, Planning and Design 2025 https://doi.org/10.36287/setsci.23.54.001

This study investigates the return on investment (ROI) of Building Information Modelling (BIM) in the construction industry and addresses common barriers to its adoption such as high start-up costs and lack of familiarity with the technology. Despite its prove…

Research Article Open Access Kentsel Sit Alanında Bulunan Kemerli Yapı Kalıntılarının Sonlu Elemanlar Yöntemi ile Analizi: Talas Örneği
Fatma Güler, Güler F, Ali İhsan Çelik, Çelik A, Leyla Kaderli, Kaderli L
7th International Symposium on Innovation in Architecture, Planning and Design 2025 https://doi.org/10.36287/setsci.23.58.001

Kayseri’nin Talas ilçesi, yüzyıllar boyunca pek çok medeniyete ev sahipliği yapmış, bu süreçte önemli kültürel izler bırakan tarihi yapılarla zenginleşmiştir. Ancak bu yapılardan bazıları, çeşitli doğal ve insan kaynaklı etkenler nedeniyle ciddi ölçüde tahrip …

Research Article Open Access Afetle Kopan Bağlar: 6 Şubat Depremi Sonrası Diyarbakır’da Zorunlu Yerinden Edilmenin Sosyal ve Mekânsal Yansımaları
Meryem Bakır, Bakır M, Aslı Altanlar, Altanlar A
7th International Symposium on Innovation in Architecture, Planning and Design 2025 https://doi.org/10.36287/setsci.23.76.001

6 Şubat 2023 tarihli Kahramanmaraş merkezli depremler, Diyarbakır’da ciddi fiziksel yıkımların yanı sıra toplumsal ve mekânsal düzeyde derin dönüşümlere neden olmuştur. Bu çalışma, Diyarbakır’da afet sonrası TOKİ konutlarına zorunlu olarak yerleştirilen bireyl…

Research Article Open Access 3D Ağız İçi Taramalarına ait Nokta Bulutu Verileri ile Derin Öğrenme Kullanılarak Diş Tipi Sınıflandırması
Furkan Şenyurt, Şenyurt F, İsmail İşeri, İşeri İ
Proceeding of the 5th International Symposium on Innovative Approaches in Smart Technologies 2022 https://doi.org/10.36287/setsci.5.1.014

Son yıllarda üretim teknolojilerindeki gelişmeler, daha düşük maliyetli gelişmiş ağız içi tarayıcıların ortaya çıkmasını ve kısa sürede diş hekimliğinde kullanılmasına neden olmuştur Literatüre bakıldığında ağız içi taramalarından elde edilen ham verinin doğru…

Research Article Open Access Development of a Dual Response Optimization Model under Non-standard Experimental Design Situations
Akın Özdemir, Özdemir A
4th International Symposium on Innovative Approaches in Engineering and Natural Sciences 2019 https://doi.org/10.36287/setsci.4.6.081

The design of experiments is a highly effective offline quality improvement method to optimize the existing and new processes or products. In the literature, standard experimental situations have been paid a lot of attention. In a number of non-standard experi…

Research Article Open Access Yol Taşıtlarının Dinamik Davranışlarının İncelenmesi için MATLAB® Tabanlı Bir Simülasyon Uygulaması
Mehmet Murat Topaç, Topaç M, Nusret Sefa Kuralay, Kuralay N
4th International Symposium on Innovative Approaches in Engineering and Natural Sciences 2019 https://doi.org/10.36287/setsci.4.6.100

Bu çalışmada, motorlu kara taşıtlarının seyir dinamiği karakteristiklerinin sanal ortamda değerlendirilebilmesi amacıyla geliştirilmiş MATLAB® tabanlı bir taşıt simülasyonu uygulaması tanıtılmıştır. Uygulama, taşıt gövdesinin ve tekerleklerin uzaysal hareketle…

Research Article Open Access THE SIMULATION OF MATHAMETICAL MODEL OF OUTER ROTOR BLDC MOTOR
M. Mustafa Kelek, Kelek M, İbrahim Çelik, Çelik İ, Uğur Fidan, Fidan U, Yüksel Oğuz, Oğuz Y
4th International Symposium on Innovative Approaches in Engineering and Natural Sciences 2019 https://doi.org/10.36287/setsci.4.6.106

In this study, mathematical modeling of outer rotor brushless direct current motor (BLCD) is performed. Brushless direct current motor is highly preferred in industrial applications when compared the other motor types with considering advantages and disadvanta…

Research Article Open Access The Use of New Approaches in Civil Engineering Decisions for Disaster Risk Reduction
Gaioz Partskhaladze, Partskhaladze G, Elguja Medzmariashvili, Medzmariashvili E, Guram Gabrichidze, Gabrichidze G, Teimuraz Melkadze, Melkadze T, Merab Khalvashi, Khalvashi M
4th International Symposium on Innovative Approaches in Architecture, Planning and Design 2019 https://doi.org/10.36287/setsci.4.7.048

Many structures, machinery, equipment, heritages, also socio-cultural systems may be subjected to the unfavourable impact caused by various disaster risks, such as flooding, heavy snow, earthquakes, landslides, hurricanes etc. For prevention and reduction of d…

Research Article Open Access Dinamik Modeli Bilinen Diferansiyel Mobil Robotun Pure Pursuit Algoritması İle Pozisyon Kontrolünün Yapılması
Gürkan Gürgüze, Gürgüze G, İbrahim Türkoğlu, Türkoğlu İ
International Congress on Human-Computer Interaction, Optimization and Robotic Applications 2019 https://doi.org/10.36287/setsci.4.5.039

Diferansiyel sürüşlü otonom mobil robotlarda yörüngesi belirlenmiş bir hareket planlamada ortaya çıkan bir başka problem de robotun yörüngeyi en iyi şekilde takip edebilmesini sağlamaktır. Çeşitli iç ve dış etkenler, matematiksel hesaplamalarla elde edilmiş yo…

Research Article Open Access The Effects of BİLZÖS Intelligent Tutoring System on The Student’s Success
Yılmaz  Öztürk  , Öztürk   Y, Yavuz  Ünal  , Ünal   Y, Recep  Çakır  , Çakır   R
3rd International Symposium on Innovative Approaches in Scientific Studies (Engineering and Natural Sciences) 2019

Artificial intelligence is used at the many fields of our lives in a successful way. The education is the one of these fields. Intelligent Tutoring System is the one of the Artificial intelligence using methods at the education fields. Intelligent Tutoring Sys…

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