113 results for “hyperparameter optimization”
Research Article
Open Access Investigation of Effect of Communication Bandwidth and Length of Coherence Block on Energy Efficiency and Area Throughput in Massive Multiple-Input and Multiple-Output Systems
Burak Kürşat Gül, Gül B, Necmi Taşpınar, Taşpınar N
4th International Symposium on Innovative Approaches in Engineering and Natural Sciences 2019 https://doi.org/10.36287/setsci.4.6.102
The popularity of wireless communication is increasing day by day. This has led to the fact that data transfers via GSM have reached very high levels. Data transfers via GSM, which are continuously growing, increase the density of data traffic, thus necessitat…
Research Article
Open Access Filyos Nehri’ndeki Askıda Katı Madde Miktarının Yapay Sinir Ağları İle Belirlenmesi
Berna Aksoy, Aksoy B, İsmail Hakkı Özölçer, Özölçer İ, Onur Dündar, Dündar O, Ahmet Sinan İlhan, İlhan A
4th International Symposium on Innovative Approaches in Engineering and Natural Sciences 2019 https://doi.org/10.36287/setsci.4.6.103
Canlı varlıklar yaşamlarını sürdürebilmek için suya ihtiyaç duyarlar. Su yeryüzünde sürekli olarak bir dolanım halinde bulunmaktadır. Bu dolanım sırasında çeşitli sebeplerden dolayı suya karışan maddeler suyun özelliklerinin değişmesine sebep olur. Gerek suyun…
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 Curvilinear Glass Technologies In The Historical Urban Environment. A New Approach To Rehabilitation Of The Urban Tissue And Its Elements - Selected Examples.
Marta Banachowicz, Banachowicz M, Krystyna Januszkiewicz, Januszkiewicz K
4th International Symposium on Innovative Approaches in Architecture, Planning and Design 2019 https://doi.org/10.36287/setsci.4.7.054
The paper is deals with Glass Structures, used as a component of nonlinear shaping architectural forms in historical urban environment. These forms are treated as a city-event per analogies to Bernard Tschumi's theory of „event cities”. In this theory, the ess…
Research Article
Open Access Auto Roll Foam Line Design and Optimization
Cihat Şahin, Şahin C, Emre Benzer, Benzer E, Şahin Yıldırım, Yıldırım Ş
International Congress on Human-Computer Interaction, Optimization and Robotic Applications 2019 https://doi.org/10.36287/setsci.4.5.011
With the impact of globalization, the competition dimensions among enterprises began to differentiate. Businesses should investigate to provide new production methods to adapt new competitive conditions. In order for the enterprises to respond quickly and in t…
Research Article
Open Access Real-time Pedestrian Attribute Detection from Surveillance Cameras
Betül Ay, Ay B, Galip Aydin, Aydin G
International Congress on Human-Computer Interaction, Optimization and Robotic Applications 2019 https://doi.org/10.36287/setsci.4.5.002
In recent years, computer vision has taken great strides in understanding and recognition the visual scenes together with deep learning technologies. Object recognition is one of the key areas of the computer vision applications. It is mainly concerned with re…
Research Article
Open Access Mechanical and Solubility Behavior of Chitosan Coated Hydroxyapatite Foams
Rasul Dadaev, Dadaev R, Mevlüt Gürbüz, Gürbüz M
3rd International Symposium on Innovative Approaches in Scientific Studies (Engineering and Natural Sciences) 2019
In this study highly porous hydroxyapatite foam fabricated by powder metallurgy method for various sintering
temperatures and coated with chitosan after sintering. The solubility of the samples were in Lactated Ringer's solutions for
various day. From the re…
Research Article
Open Access Inverse Kinematic Analysis of IRB120 Robot Arm
Oğuz Faik Seven , Seven O, Arif Ankaralı , Ankaralı A
3rd International Symposium on Innovative Approaches in Scientific Studies (Engineering and Natural Sciences) 2019
Robot algorithms require faster and more efficient computing due to increasing integration of robot arms to automation systems and expanding capabilities of robotic systems. Inverse kinematics calculations used in trajectory generation is one of these algorith…
Research Article
Open Access Kompleks Değerli Yapay Sinir Ağları ile Kardiotokogram Verisinde Morfolojik Örüntü Sınıflandırma
Eda Çapa Kızıltaş , Çapa Kızıltaş E, Ayşenur Uzun , Uzun A, Ersen Yılmaz , Yılmaz E
3rd International Symposium on Innovative Approaches in Scientific Studies (Engineering and Natural Sciences) 2019
Bu çalışmada UCI Makine Öğrenmesi havuzundan alınan kardiotokogram verisinde morfolojik örüntü sınıflandırması yapılmıştır. Sınıflandırıcı olarak kompleks değerli yapay sinir ağları kullanılmıştır. Sınıflandırıcının performansı 10-katlı çapraz doğrulama yaklaş…
Review
Open Access A Review Study on the Using of Diethyl Ether in Diesel Engines: Effects on PM and Smoke Emissions
İsmet Sezer, Sezer İ
2nd International Symposium on Innovative Approaches in Scientific Studies 2018
This study was compiled from the results of various researches performed on using diethyl ether as a fuel or fuel
additive in diesel engines. Three different techniques are used the reduction of the harmful exhaust emissions of diesel engines.
The first tech…
Abstract Only
Open Access A Review Study on the Using of Diethyl Ether in Diesel Engines: Effects on NOx Emissions
İsmet Sezer, Sezer İ
2nd International Symposium on Innovative Approaches in Scientific Studies 2018
This study was compiled from the results of various researches performed on using diethyl ether as a fuel or fuel additive in diesel engines. Three different techniques are used the reduction of the harmful exhaust emissions of diesel engines. The first techni…
Research Article
Open Access Engine performance and exhaust gas temperature modeling in a diesel engine with butanol-diesel fuel blends: Comparison of artificial neural networks and regression analysis
Samet Gürgen, Gürgen S, İsmail Altın, Altın İ
2nd International Symposium on Innovative Approaches in Scientific Studies 2018
In this study, the effect of using a mixture of butanol and diesel fuel in a small diesel engine on engine performance
and exhaust emissions is modeled. A comparison has been made with artificial neural networks, which is an up-to-date method,
and multiple l…
Research Article
Open Access OYUKSUZ TÜP LİNEER JENERATÖRLERİN TEMEL PARMETRELERİNİN ETKİSİ VE PROTOTİP ÜRETİMİ
Haluk Güneş, Güneş H, Mehmet Akif Kunt, Kunt M, Serdal Arslan, Arslan S
2nd International Symposium on Innovative Approaches in Scientific Studies 2018
Taşıtların elektrik ihtiyacı taşıtın cinsine göre her geçen gün artarak devam etmektedir. Bu ihtiyacı
karşılamak taşıtlarda bulunan geleneksel elektrik üretim ve depolama yöntemi dışında egzoz ısının geri kazanımı,
güneş enerjisi uygulamaları yanı sıra süspa…
Research Article
Open Access Tek Fazlı Şebeke Kalkışlı Sabit Mıknatıslı Senkron Motor Tasarımı
Enver Anıl Gülçin, Gülçin E, Mehmet Akar, Akar M
2nd International Symposium on Innovative Approaches in Scientific Studies 2018
Tek Fazlı Şebeke Kalkışlı Sabit Mıknatıslı Senkron motorlar (TF-ŞKSM) günümüz endüstrisinde kullanılan standart
indüksiyon motorlarına göre özellikle küçük boyutlarda daha yüksek verimlilik sunabilmektedirler. Verimliliğin artması çevre
üzerindeki olumsuz et…
Research Article
Open Access Human Hair Fiber as a Reinforcement Material in Composite Structures
Hande Zengin, Zengin H, İpek Yalçın Enis, Yalçın Enis İ
2nd International Symposium on Innovative Approaches in Scientific Studies 2018
In the last century, there has been an ever-increasing demand for novel materials namely known as composites.
Biological fibers are reinforcement materials of composite structures owing to their economic and ecological advantages. Among
these fibers, plant f…
Research Article
Open Access A New Dimension in Energy Saving: Passive House Enerji Tasarrufunda Yeni Bir Boyut: Pasif Ev
Veysel Yılmaz, Yılmaz V
2nd International Symposium on Innovative Approaches in Scientific Studies 2018
Energy demand in the 21st century is increasing continually. This increase in energy demand is one of the factors
affecting the increase in universal problems. Energy is produced using both renewable and non-renewable resources.
Therefore, energy consumption…
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 SLR as Non-Orthogonal Multiple Access in 5G Systems
Cebrail Çiftlikli, Çiftlikli C, Musaab Al-Obaidi, Al-Obaidi M, Waeal Al-Obaidi, Al-Obaidi W
2nd International Symposium on Innovative Approaches in Scientific Studies 2018
In the fifth generation (5G), the traditional restrictions that limit the capacity of wireless communication must be
overcome. Non-orthogonal multiple access (NOMA) is a promising solution capable of overcoming these constraints to meet
the requirements of 5…
Research Article
Open Access Evaluation of Job Applications by Moora Method
Alparslan Serhat DEMİR , DEMİR A, Mine Büşra GELEN , GELEN M
Ist International Symposium on Innovative Approaches in Scientific Studies 2018
Determination of Qualified personnel is one of the most basic tasks of the human resources department of enterprises. Increasing industrialization and population increase the alternatives at the point of finding suitable workers. This makes it difficult to ass…
Research Article
Open Access Optimization of Deadweights Caused by the Design of Industrial Robot Arms
Mustafa Buğday, Buğday M, Mehmet Karalı, Karalı M
Ist International Symposium on Innovative Approaches in Scientific Studies 2018
In industrial robots, projected torque is increasing depending on the extending reach length and payload. This requires selection of powerful engines particularly on the second axis. Since arm's rigidity becomes more important as the expected positioning preci…