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104 results for “Self organizing Map”

Research Article Open Access Turgut Cansever'in Mimari Tasarım Yaklaşımı Bölgeselcilik Kavramı: Antalya Karakaş Camii Örneği
Setenay  Uçar  , Uçar   S
3rd International Symposium on Innovative Approaches in Scientific Studies (Fine Arts, Design and Architecture) 2019

Mimarlığın bir süreç ile birlikte değişimi ve yıllar içerisinde o dönemi yaşayan insanların kültürleri ile değişim gösterdiği görülmektedir. Bu yaklaşımı ile hem kültürü ve hem de tarihsel süreci bir araya getirerek mimariye uygulayan Turgut Cansever 20. yüzyı…

Research Article Open Access Ankara - Çankaya District Evciler Neighborhood Landscape Character Analysis
Yekta Köse, Köse Y, Şükran Şahin, Şahin Ş
3rd International Symposium on Innovative Approaches in Scientific Studies (Fine Arts, Design and Architecture) 2019

Kırsal yerleşimler farklı uygarlıkların kültürel izleri ve çeşitli doğal kaynaklar ile biçimlenerek farklı peyzaj karakterlerine ve özgün kimliklere sahip olmaktadır. Günümüzde kentsel alanlardaki insanların turizm isteği, yeni yerleşim alanları arayışı ve doğ…

Research Article Open Access Effect of Fault Distance on Landslide
Seda Çellek, Çellek S
3rd International Symposium on Innovative Approaches in Scientific Studies (Engineering and Natural Sciences) 2019

For many years, the biggest problem in the preparation of landslide susceptibility maps has been experienced in the selection of parameters. Each parameter gives different results in different fields. Some of these parameters can be generally evaluated while o…

Abstract Only Open Access Effect of Road Distance on Landslide
Seda Çellek, Çellek S
3rd International Symposium on Innovative Approaches in Scientific Studies (Engineering and Natural Sciences) 2019

For many years, biggest problem in the preparation of landslide susceptibility maps has been experienced in the selection of parameters. Each parameter gives different results in different fields. Some of these parameters can be generally evaluated while other…

Research Article Open Access Multi Criteria Decision Making Based Model For Supplier Selection
M. Fatih Ak, Ak M
3rd International Symposium on Innovative Approaches in Scientific Studies (Engineering and Natural Sciences) 2019

Supplier selection and measurement of supplier performance are multiple criteria decision making (MCDM) problems and have a strategic importance for all industries. Supplier performance measures is a tool to determine whether suppliers are doing their job as e…

Research Article Open Access Effect of Stream Distance on Landslide
Seda Çellek, Çellek S
3rd International Symposium on Innovative Approaches in Scientific Studies (Engineering and Natural Sciences) 2019

For many years, the biggest problem in the preparation of landslide susceptibility maps has been experienced in the selection of parameters. Each parameter gives different results in different fields. Some of these parameters can be generally evaluated while o…

Research Article Open Access A Performance Analysis of Extreme Learning Machine on Skin Segmentation Dataset
Ayşenur  Uzun  , Uzun   A, Eda Çapa  Kızıltaş  , Kızıltaş   E, Ersen  Yılmaz  , Yılmaz   E
3rd International Symposium on Innovative Approaches in Scientific Studies (Engineering and Natural Sciences) 2019

Digital image processing has become popular research area recently because of its widespread application compatibility such as security, robotics, quality control, face authentication. Skin segmentation methodology, which is a tool of digital image processing,…

Research Article Open Access FIXED POINTS FOR WEAKLY CONTRACTIVE MAPS ON N-NORMED SPACES
Nurcan Bilgili Güngör, Bilgili Güngör N
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

In 1964 Gahler introduced the theory of 2-normed spaces and then 1989 n-normed spaces was first defined by Misiak. Then some researcher found new results on n-inner product spaces and n-metric spaces. In 2001 Gunawan and Mashadi studied converges and complet…

Research Article Open Access Analysis Of Server Logs To Determine The Right Timing For Server Maintenance Using A Single Node And Multi-Node Hadoop Environment
Ferhat Oflezer, Oflezer F, Turgay Tugay Bilgin, Bilgin T
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

The log files that are continuously recorded are one of the most important information generated by web servers.Hadoop is an open source application platform that works on large amounts of data using hardware clusters. Web server logs are large-volume plain …

Research Article Open Access En Ağır Risk Kimin Omzunda? Afet Algısında Toplumsal Eşitsizlikleri Anlamak
Elif Bal, Bal E, Aslı Altanlar, Altanlar A
7th International Symposium on Innovation in Architecture, Planning and Design 2025 https://doi.org/10.36287/setsci.23.71.001

Bu çalışma, afet risk algısının kırılgan gruplar üzerindeki belirleyici etkilerini irdeleyerek, toplumsal eşitsizliklerin afet yönetimi süreçlerindeki rolünü görünür kılmayı amaçlamaktadır. Nitel içerik analizine dayalı olarak yürütülen araştırmada, kadınlar, …

Research Article Open Access Study of FPGA – Based Spiking Neural Networks: Classification Implementation
Mehmet Sinan Çınaroğlu, Çınaroğlu M, Erol Seke, Seke E
International Symposium on AI-Driven Engineering Systems 2025 https://doi.org/10.36287/setsci.22.26.001

With the help of ability to imitate the biological nervous system, Spiking Neural Networks (SNNs) architectures have become popular recently. In order to benefit at the maximum level from the low power consumption, event-based structure and parallelization fea…

Research Article Open Access Explainable Multi-Task Deep Learning for Blood Glucose Forecasting: A Lightweight, Interpretability Focused Approach
Sarmad Maqsood, Maqsood S, Muhammad Abdullah Sarwar, Sarwar M, Egle Belousoviene, Belousoviene E, Rytis Maskeliünas , Maskeliünas  R
International Symposium on AI-Driven Engineering Systems 2025 https://doi.org/10.36287/setsci.22.4.001

Accurate and transparent blood glucose forecasting is crucial for effective diabetes management. This paper presents an interpretable deep learning (DL) framework based on multi-task learning (MTL) for forecasting glucose levels at multiple prediction horizons…

Research Article Open Access Bir Yüzme Merkezi Desen Üreteci için Basit Bir Kontrolör Mekanizmasının Nümerik Analizi
Yavuz Cura, Cura Y, Nimet Korkmaz, Korkmaz N
International Symposium on AI-Driven Engineering Systems 2025 https://doi.org/10.36287/setsci.22.40.001

Bu çalışma, en ilkel omurgalı canlılardan biri olan taşemen balığının yüzme deseninin oluşturulması amacıyla, bir sinüzoidal osilatör ve birkaç birinci dereceden alçak geçiren filtre ile oluşturulan basit bir merkezi desen üreteci (Central Pattern Generator-CP…

Research Article Open Access XAI-Powered Comparative Diabetes Prediction with XGBoost, SVM and Artificial Neural Networks
Furkan Sefa Demirci, Demirci F, Remzi Yıldırım, Yıldırım R
International Symposium on AI-Driven Engineering Systems 2025 https://doi.org/10.36287/setsci.22.30.001

In this study, diabetes prediction was conducted using XGBoost, Support Vector Machines (SVM), and a Multilayer Artificial Neural Network (ANN). Attributes that cannot be biologically ‘0’ (e.g. glucose, BMI) were first marked as NaN. After filling the missing …

Review Open Access AI-Driven Approaches to Enhance Energy Efficiency in Heritage Architecture: A Review
Ali Berkay Avci, Avci A
6th International Symposium on Innovation in Architecture, Planning and Design 2024 https://doi.org/10.36287/setsci.20.5.037

This review explores the role of artificial intelligence (AI) in enhancing energy efficiency within heritage buildings, focusing on balancing sustainability goals with the preservation of historical and architectural integrity. AI technologies such as Building…

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 Mobil Manipülatörler için Derin Öğrenme Tabanlı Arıza Teşhis Sistemi
Zekican Yılmaz, Yılmaz Z, Tolga Yüksel, Yüksel T
Cognitive Models and Artificial Intelligence Conference 2023 https://doi.org/10.36287/setsci.6.1.011

Özetçe - Mobil manipülatörler, çeşitli endüstrilerde önemli bir rol oynamakta olup, üretim ve lojistikten sağlık hizmetleri ve felaket müdahalesine kadar birçok göreve katkı sağlamaktadır. Bu nedenle dünya genelinde çeşitli endüstriler büyüdükçe mobil manipüla…

Research Article Open Access Görme Engelli Bireylerin Erişilebilir Turizm Deneyimlerini Kolaylaştırıcı Teknolojilerin İncelenmesi
Fatih Ercan, Ercan F
4th International Symposium on Innovative Approaches in Social, Human and Administrative Sciences 2019 https://doi.org/10.36287/setsci.4.8.022

Turizm, dünya genelinde en hızlı gelişen ve büyüyen endüstrilerden biri olarak dikkat çekmektedir. Teknolojide yaşanan gelişmeler insanların seyahatlerini kolaylaştırmakta, turizme daha fazla kişinin katılımını sağlamaktadır. Bununla birlikte, engelli bireyler…

Research Article Open Access Finansal Tutum ve Yaşam Tatmini Arasındaki İlişki: Örnek Olay İncelemesi
Seyfettin Ünal, Ünal S, Sezgin Koyun, Koyun S
4th International Symposium on Innovative Approaches in Social, Human and Administrative Sciences 2019 https://doi.org/10.36287/setsci.4.8.051

Bu çalışmanın temel amacı finansal tutum ile yaşam tatmini arasında bir ilişki olup olmadığının ampirik olarak tespit edilmesidir. Bununla birlikte, finansal tutum ve yaşam tatmini ölçeklerinin, yaş, cinsiyet ve eğitim durumu gibi demografik faktörler üzerinde…

Research Article Open Access Hemşirelik Öğrencilerinin Yetişkin Eğitimi Deneyimleri
Mesiya Aydın, Aydın M, Emel Güven, Güven E, İlknur Aydın Avcı, Aydın Avcı İ
4th International Symposium on Innovative Approaches in Health and Sports Sciences 2019 https://doi.org/10.36287/setsci.4.9.036

Yetişkin eğitimi, yetişkin olarak düşünülen kişilerin yeteneklerini geliştirmelerine, bilgilerini artırmalarına, tutum ve davranışlarını hem kişisel gelişme bakımından, hem de dengeli ve bağımsız bir toplumsal, ekonomik ve kültürel gelişmeye katılma bakımından…

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