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27 results for “Mean Absolute Error”

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 Comparison of Inverse Distance Weighting and Ordinary Kriging Methods for Meteorological Maps
Mustafa Hüsrevoğlu, Hüsrevoğlu M, İsmail Bülent Gündoğdu, Gündoğdu İ
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

Generally, it is limited to obtain all kinds of data for determining of variables which distributed points in any area. Estimates are made from this data for unsampled locations. Thus, the spatial properties of an examined variable are defined all over the are…

Research Article Open Access Comparison the forecasting performance of wavelet activation functions in wind speed prediction with wavelet neural networks
Mustafa Demir, Demir M, Turgut Özseven, Özseven T, Arzu Sarıgül, Sarıgül A, Serkan Şenkal, Şenkal S
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

The integration of increasing renewable energy-based energy production into the existing electricity grid has become of great importance. The biggest difficulty to integration into the power grid is variability and discontinuity of wind energy. To deal with th…

Research Article Open Access Chemical Activity Studies with Density Functional Theory
Zeynep Demircioğlu, Demircioğlu Z, Orhan Büyükgüngör, Büyükgüngör O, Cem Cüneyt Ersanlı, Ersanlı C
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Density functional theory (DFT) is a computational quantum mechanical modelling method used in physics, chemistry and materials science to investigate the electronic structure (principally the ground state) of many-body systems, in particular atoms, molecule…

Research Article Open Access Forecast of Daily Average Air Temperature by Artificial Neural Networks: Yozgat Province Case
Tolga Hayıt, Hayıt T, Ömer Dağıstanlı, Dağıstanlı Ö, Gökalp Çınarer, Çınarer G
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

Today, with the rapidly development of technology, artificial neural networks (ANN) usage as an alternative to statistical methods increase in many fields such as finance sector, medical science, defense industry, production, robot systems, image processing an…

Research Article Open Access The Relation Between Foreign Trade Deficit and Budget Deficit Before and After Customs Union in Turkey
İmdat Köksal, Köksal İ, Emine Ateş, Ateş E, Ali Çiçek, Çiçek A, Muhammed Sait Işıldak, Işıldak M
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

To investigate how foreign trade deficits and budget deficits of Turkey navigated pre and post customs union (CU) with European Union. In the study, for the budget deficits (BD), General Directorate of Budget and Fiscal Control (BUMKO) and also for the foreign…

Research Article Open Access Error Control of Cylindrical Objects with Image Processing
Kürşad Uçar, Uçar K, Hasan Erdinç Koçer, Koçer H
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

Image processing methods have been widely used for detection of product faults in recent years. Images of industrial products that made of various materials are taken with different types of cameras and by using different lenses. Working on images of metallic …

Research Article Open Access Cauchy Multiplication by Nörlund Summability Generalized Nörlund Summability
Şaban Yılmaz, Yılmaz Ş
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

The definition set is called arrays of functions consisting of natural numbers. The sequence of the arrays is called a convergent sequence to give a real number result, otherwise it is called a divergent array. In 1897, A. Tauber aimed to classify the condit…

Research Article Open Access Supervised Image Classification Methods For Extracting ManMade Objects From High Resolution Remotely Sensed Imagery
Serhat Şenses, Şenses S
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

Detecting objects meaningfully and correctly have been challenged problem for years. Several algorithms and techniques have been developed for the extraction of man-made objects from high resolution remote sensing imagery. This paper describes and comparison t…

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 Otel Çalışanlarının İş Becerikliliği ve Polikronisite Eğilimlerinin İşten Ayrılma Niyetleri Üzerine Etkisi
Ali Dalgıç, Dalgıç A, Nuray Türkoğlu, Türkoğlu N
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Otel işletmelerinde çalışanların kişisel özellikleri bireysel ve örgütsel çıktılarını doğrudan etkilemektedir. Çalışanların işlerini kendi özelliklerine göre şekillendirmesi ve aynı zaman diliminde birden fazla iş yapma özelliklerinin olması iş performanslar…

Research Article Open Access Computational studies on the vanadocene dithiocarbamate complexes
Sultan Erkan, Erkan S
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

[Cp2V{S2CN(CH2)4O}]+ and [(η5-C5H4Me)2V{S2CN(CH2)4O}]+ complexes are optimized B3LYP/GEN level (GEN keyword is mean that LANL2DZ basis set for metal atom and 6-31G(d) basis set for S, O, N, C and H atoms) in gas phase. The aim in this study, the molecular st…

Research Article Open Access Innovative Trend Analysis of Annual Precipitation in Southeastern Anatolia Region, Turkey
Barış Yılmaz, Yılmaz B, Umut Okkan, Okkan U
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Trend analysis of precipitation play a significant role in the efficient water resources management, especially in arid and semi-arid regions. In this study, 48 years-long (1970-2017) annual precipitation data monitored at nine selected stations (Mardin, Adı…

Research Article Open Access BİLGİ TEKNOLOJİLERİNİN BİREY ÖZGÜRLÜĞÜNE ETKİSİ: MOBİL UYGULAMALAR ÖRNEĞİ
Gülsüm Çalışır, Çalışır G, Fatih Aksoy, Aksoy F
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Bilgi teknolojilerinin gelişimi ile birlikte dünya McLuhan’ın belirttiği gibi bir ‘küresel köy’ olmuştur. Bilgi teknolojilerinin gelişimi sayesinde hızlı, kolay haber alma ve ulaştırma gerçekleştirilmektedir. Bilgi teknolojilerinin gelişiminin insanlık için …

Research Article Open Access Effects of Pigmentation on Some Physical and Mechanical Properties in Merino Wool Fibers
Rıza Atav, Atav R, Pelin Gürkan Ünal, Gürkan Ünal P
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

In this study, fiber fineness (µm), fiber strength (cN) and elongation (%) values of white and pigmented wool samples taken from female Merino sheeps between the ages of 0-2 years were compared. The results showed that both the fiber strength (cN) and elonga…

Research Article Open Access The Role of Transformational Leadership and Business Culture in Creating Innovation Climate: A Research in Automotive Companies
Saadet Ela Pelenk, Pelenk S
2nd International Symposium on Innovative Approaches in Scientific Studies 2018

Leadership is to orient and promote individuals for a specific purpose. Transformational leadership is the one who initiates change that makes employees believe in innovation and change. The transformation of the transformative leader in the formation of inn…

Research Article Open Access Investigation of Anxiety Levels of Surgical Patients by Using Trait Anxiety Scale Method
Nuket Ekici, Ekici N
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

This study was carried out to determine pre-operative anxiety levels of day surgery patients. This descriptive study was conducted between june 2016 and october 2017 in the general surgery clinic of Yalova State hospital. The study population consisted of adul…

Research Article Open Access Combined Heat Transfer in Glass and Plastic Covered Solar Collector
Zerrin SERT , SERT  Z, Çisil TİMURALP, TİMURALP Ç, Mesut TEKKALMAZ , TEKKALMAZ  M
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

In this study, combined thermal radiation and natural convection heat transfer problem are investigated in glass and plastic covered flat solar collector. The bottom plate that absorbs the sunlight and the ambient temperature are kept constant. Solar collector…

Research Article Open Access THE FUNCTION OF METALLIZATION, PRIVATIZATION, OMMERCIALIZATION AND STANDARDS IN EDUCATION AS A RESULT OF GOVERNMENT’S SELF- LEVELING FROM THE FINANCE OF EDUCATION
Anıl Sağlam, Sağlam A
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

The capitalist system’s entry of a crisis from the 70s has facilitated the "meta" of education, which first led to changes in the provision of educational services. Presentation of the education service at a price does not mean that the education is used for t…

Research Article Open Access Comparison of Text Classification Performances in Balanced and Imbalanced Datasets
Mehmet Fatih Karaca, Karaca M, Şafak Bayır, Bayır Ş
Ist International Symposium on Innovative Approaches in Scientific Studies 2018

Text mining, which aims to derive unknown and useful information from available textual data, is one of the subfield of data mining. Text mining transforms unstructured textual data into structured form by utilizing various methods. Data mining techniques ca…

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