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44 results for “Machine Learning Models”

Research Article Open Access Fine-Tuning Models Comparisons on Garbage Classification for Recyclability
Umut Özkaya, Özkaya U, Levent Seyfi, Seyfi L
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

In this study, it is aimed to develop a deep learning application which detects types of garbage into trash in order to provide recyclability with vision system. Training and testing will be performed with image data consisting of several classes on differen…

Research Article Open Access Heutagogy in the Era of Industry 4.0: Teachers as Student Coaches and Learning Leaders
Figen Karaferye, Karaferye F
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Education systems are facing many challenges today. Information technologies and the nature of work have been changing rapidly and redefining the concepts of training and workforce. Professions will evolve and some of the jobs we know today will disappear in…

Research Article Open Access Vocabulary learning and teaching beliefs of preservice EFL teachers in Turkey
Arif Sarıçoban, Sarıçoban A, Özkan Kırmızı, Kırmızı Ö
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Based on the crucial role of vocabulary in language education, the present study set out to examine preservice EFL teachers views on learning and teaching vocabulary. The main aim in so doing is to enhance teacher education programs in terms of more effective…

Research Article Open Access Improving Hyperspectral Image Classification with Watershed Segmentation-Based Texture Features
Çiğdem Şerifoğlu Yılmaz, Şerifoğlu Yılmaz Ç, Volkan Yılmaz, Yılmaz V, Oğuz Güngör, Güngör O
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Hyperspectral images offer a good separability among land cover classes, owing to their advantages to provide spectral bands with narrow wavelength intervals. It is also possible to further increase classification accuracy of hyperspectral images by integrat…

Research Article Open Access Students’ Ideas about Anatomy 4D Program in Inquiry Based Learning Classroom
Aslı Yerlikaya, Yerlikaya A, M. Handan Güneş, Güneş M
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Inquiry-based learning is important for students to understand scientific knowledge and the working systems of scientists to develop their knowledge. For this, students should have some skills, and if they do not have, these skills need to be gained. Some of…

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 Endüstriyel Üretim Tesislerinde Yumurtaların Görsel Analizi Ve Sınıflandırılması İçin Raspberry Pi Tabanlı Gerçek Zamanlı Bir Uygulama
Murat Ozan, Ozan M, Murat Ceylan, Ceylan M
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Gelişen teknoloji ve artan talep nedeniyle yumurta üretim tesisleri büyümüş ve üretim miktarları artmış ve yumurta kalitesi ön plana çıkmıştır. Kusurlu (kirli-kırık) yumurtaların belirlenip ayrılması ve kalan yumurtaların belirli standartlarda sınıflandırılı…

Research Article Open Access Teachers’ Views on Interactive Web Apps
Zeynep Tatlı, Tatlı Z, Derya Altınışık, Altınışık D, Göksel Çelenk, Çelenk G
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

The study aims to analyze the views the teachers, who attended the training on study sheet preparation using interactive web apps, have about the process. The sample used for case study contains 26 teachers who attended the “Study Sheet Preparation Using Int…

Research Article Open Access A Gaussian Model for Dielectric Permittivity in Moisty Soils
Yusuf Karaca, Karaca Y, Özgür Tamer, Tamer Ö
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Complex permittivity of soil is connection with volumetric water content robustly. Especially, Dielectric constant rapidly varies with volumetric water content because of the robust connection between volumetric water content and dielectric constant, if volu…

Abstract Only Open Access Green Bond Market Efficiency Test and Forecasting of Green Bond Prices
Gülsüm Akarsu, Akarsu G
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Climate change and environmental concerns led the investors to search for environmentally sustainable and friendly investments. Green bonds market has emerged as a result of this need. This study aims to analyze this market focusing on market efficiency. Marke…

Research Article Open Access Deneyimsel Pazarlama Işığında Müze Tasarımı: Legion Of Honor ve Mısır Müzesi Örnek İncelemeleri
Ayşegül Durukan, Durukan A, Belma Altın, Altın B
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Müzeler kültürel veya tarihi değeri bulunan eserlerin yanı sıra bilim ve sanat eserlerinin de toparlanıp, korunduğu ve sergilendiği yapılardır. Müzelerin varoluş amaçları arasında topluma zevk, bilgi, bilinç aşılamak, farkındalık yaratmak, duyarlılık sağlama…

Research Article Open Access SANAYİ 4.0 ÇERÇEVESİNDE İŞLETMELERİN YÖNETİM YAKLAŞIMLARI
Naci Atalay Davutoğlu, Davutoğlu N, Erşan Yıldız, Yıldız E
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Sanayi 4.0 değer zincirine makinelerin ve mikrobilgisayar ağlarının bağlanmasını, sensörler ve gömülü akıllı makinelerle üretim için Siber Fiziksel Sistemlerin uygulanmasını, akıllı üretim kavramı olarak tanımlanır. Bu kavram ayrıca dijital ürünlerin gelişti…

Research Article Open Access Kesme Hızı ve İlerlemenin Al-35Zn Alaşımının İşlenebilirliğine Etkisinin İncelenmesi
Ali Paşa  Hekimoğlu, Hekimoğlu A, Şenol  Bayraktar , Bayraktar  Ş, Yakup  Turgut, Turgut Y
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Bu çalışmada yüksek ticari saflıkta (%99,8) alüminyum ve çinko elementleri kullanılarak bir adet ikili Al-35Zn alaşımı üretildi. Alaşım elementlerinin ergitilmesinde orta frekanslı bir indüksiyon ocağı kullanıldı. Ergimiş durumdaki sıvı metal oda sıcaklığınd…

Research Article Open Access Izhikevich Sinir Hücresi Modelinin Raspberry Pi Kullanılarak Gerçekleştirilmesi
Vedat Burak Yücedağ, Yücedağ V, İlker Dalkıran, Dalkıran İ
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Canlılar koşma, yürüme ve emekleme gibi temel hareketlerini gerçekleştirmek için Merkezi Desen Üreteçleri olarak isimlendirilen ritmik desenler üreten sinir hücreleri topluluğuna sahiptir. Merkezi Desen Üreteçleri, canlıların bu temel hareketlerine ek olarak…

Research Article Open Access Secondary School Students’ Expectations Regarding Their Parents’ and Teachers’ Use of Technology
Zeynep Tatlı, Tatlı Z, Göksel Çelenk, Çelenk G, Derya Altınışık, Altınışık D
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

The purpose of this study is to assess the secondary school students’ expectations regarding the daily use of technology on part of their parents and teachers. The sample used in the study organized around the case study model was composed of 30 students fro…

Review Open Access Madencilik Faaliyetlerinde İnsansız Hava Araçlarının (İHA) Kullanımı
Bilgehan Kekeç, Kekeç B, Niyazi Bilim, Bilim N, Sertaç Dündar, Dündar S, Dhikra Ghiloufi, Ghiloufi D
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Teknoloji günümüzde her alanda kullanılmaktadır. İnsansız Hava Araçlarının da çeşitli sektörlerde (İHA) kullanımı gün geçtikçe artmaktadır. İlk zamanlarda askeri amaçlar için kullanılan İHA teknolojisi, günümüzde jeodezi, tarım, meteroloji, iletişim, acil du…

Research Article Open Access Object Recognition System Based on Oriented FAST and Rotated BRIEF
Majeed A. Mohsin  ABDULMAJEED, ABDULMAJEED M, Levent Seyfi, Seyfi L
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Over the last few years, object recognition systems take the researchers' attention. The revolution in the artificial intelligence and computer vision systems and algorithms drives to numerous approaches. In this research, we are presenting an object recogni…

Research Article Open Access İlköğretim Matematik Öğretmeni Adaylarının Sayı Öğretme Bilgilerini Yordayan Değişkenler
Serhat Aydın, Aydın S
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Bu çalışmada 20 farklı Türk üniversitesinde okuyan birinci sınıf ilköğretim matematik öğretmeni adaylarının sayı öğretme bilgilerinin çeşitli demografik değişkenler tarafından nasıl yordandığı araştırılmıştır. Veriler birinci sınıfın hemen başında, Aydın [1]…

Research Article Open Access Best Practices and Policies Regarding Forestry in Response to Climate Change
Nuray Mısır, Mısır N, Mehmet Mısır, Mısır M, Cemile Çakır, Çakır C
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Forest functions traditionally included wood production, protection and forest recreation. The twofold role of forests as both sources and sinks of greenhouse gases makes their influence on the climate extremely significant. This fact has led to climate chan…

Research Article Open Access Otel Çalışanlarının Sahip Oldukları Ruminatif Düşünce Tarzı ve Örgütsel Dışlanmalarının İşten Ayrılma Niyetleri Üzerine Etkisi
Nuray Türkoğlu, Türkoğlu N, Ali Dalgıç, Dalgıç A
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Otel işletmelerinde hizmet alan ve verenin insan olmasından dolayı etkin iletişim ve etkileşim önemlidir. Otel çalışanlarının kaliteli hizmet sunabilmeleri için psikolojik açıdan iyi oluş halleri önemli unsurlardan birisidir. Çalışanların hizmet odaklı çalış…

Research Contributions (2019+)Peer reviewed by at least two reviewers
Open AccessCC BY 4.0
Open Discovery Metadata · DOI · OAI-PMH
Global Reachresearchers worldwide