549 results for “Hadoop; Mapreduce; File System;Bigdata;Data Processing”
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 Article
Open Access Applications of Data Envelopment Analysis in Textile Sector
A.Aslı İlleez, İlleez A, Mücella Güner, Güner M
Ist International Symposium on Innovative Approaches in Scientific Studies 2018
Interest in Data Envelopment Analysis (DEA) has grown in recent years. This is not surprising since DEA can be used to explore efficiency in organizations whose outputs and inputs cannot be reduce to monetary terms. In a relatively short period of time Data En…
Research Article
Open Access Design and Implementation of a Wireless Sensor Node for Real-time Monitoring Applications
Selçuk Ökdem, Ökdem S, Omar Ibrahim Al-Azzawi, Al-Azzawi O
International Symposium on Multidisciplinary Studies and Innovative Technologies 2017
Wireless Sensor Networks have many application fields including both industrial and military usages. They are used for monitoring temperature, distance, light, and motion in laboratories and/or application specific environments. This paper focuses on developin…
Research Article
Open Access DEVELOPMENT AND APPLICATION OF DEALER-BASED CUSTOMER DENSITY MEASUREMENT SYSTEM
Cihat Şahin , Şahin C, Emre Benzer , Benzer E, Hüseyin Ünal , Ünal H
3rd International Symposium on Innovative Approaches in Scientific Studies (Engineering and Natural Sciences) 2019
Today, the most important analysis is to get correct data about the number of customer in businesses like stores, shopping centers, banks and public enterprises. Especially, the most important outcome of the R & D and Designs made within the enterprises is the…
Research Article
Open Access Forecasting Banking Desert Risk Using Branch Level and Merger Signals
Malavika Polanki, Polanki M
Proceedings of the International Conference on Open Finance (ICOF 2026) 2026 https://doi.org/10.36287/setsci.25.5.001
In the United States, banking desert status is classified annually from that same year’s branch data, producing a contemporaneous snapshot of current access rather than a forecast of which communities are likely to change status next. This study tests whether …
Research Article
Open Access The Malmquist Production Index in determining and improving healthcare productivity in Turkey
Serpil Aydın, Aydın S
4th International Symposium on Innovative Approaches in Engineering and Natural Sciences 2019 https://doi.org/10.36287/setsci.4.6.124
It is a fact that countries with robust and inclusive health services have a longer life expectancy at birth. Health services aim to improve and maintain health. In order to achieve these objectives, an integrated combination of various activities in which the…
Research Article
Open Access Energy Loss and Panel Fault Detection in Solar photovoltaic Systems Using Extreme Gradient Boosting algorithm
Fatma Zehra Kardas, Kardas F, Adem Atmaca, Atmaca A
International Symposium on AI-Driven Engineering Systems 2025 https://doi.org/10.36287/setsci.22.59.001
Solar photovoltaic (PV) systems are widely adopted for sustainable energy production; however, physical defects such as glass breakage significantly reduce panel efficiency and system output. In this study, a real-world case analysis was conducted on a 1003 kW…
Research Article
Open Access Analysis of Premium System Applied in Turkey and Evaluation from The Producer Aspect (Sample of Osmaniye/Kadirli)
Gülistan Erdal, Erdal G, Hilmi Erdal, Erdal H, Tuçe Ünlü, Ünlü T
4th International Symposium on Innovative Approaches in Social, Human and Administrative Sciences 2019 https://doi.org/10.36287/setsci.4.8.016
This study was carried out to determine the status of Turkey's agricultural support, premium system and the effect of premium payment on the producer. Firstly, in this study was examined the effect of premium system application on cotton, sunflower, soy and co…
Research Article
Open Access Analysis Of Housing Rental Values With Artificial Neural Networks
Mahmut İbiş, İbiş M, Hasan Erbay, Erbay H
3rd International Symposium on Innovative Approaches in Scientific Studies (Engineering and Natural Sciences) 2019
Today, artificial intelligence, which has been used in all areas of life, has been used effectively in real estate housing market researches. Artificial intelligence, one of the techniques of artificial intelligence, inspired by the working principle of human …
Research Article
Open Access Experimental Investigation of the Effect of Using Passive Cooler and Reflective at Solar Heating Thermoelectric Generator System
Engin Özbaş, Özbaş E
2nd International Symposium on Innovative Approaches in Scientific Studies 2018
In this study, a thermoelectric generator (TEG) system is designed for the generation of electricity from solar
energy. A temperature difference between surfaces of TEG must be achieved for electricity generation. Heating is provided by
a solar-powered two-p…
Research Article
Open Access Modular Wireless Sensor for Intelligent Transportation Systems
Sofiane Aouchal, Aouchal S, Cherif Tolba, Tolba C
Ist International Symposium on Innovative Approaches in Scientific Studies 2018
The monitoring of emissions caused by congested road traffic requires the deployment of a complex measurement system. The use of Wireless Sensor Networks (WSN) can be very useful. In this work we propose the architecture of sensors (devices) which are envisage…
Research Article
Open Access Prioritization of Quality Risks in Digital Quality Systems by Failure Mode and Effects Analysis: Bus Manufacturing Case
Tülay Korkusuz Polat, Korkusuz Polat T, Mehmet Eren Gürdrama, Gürdrama M
4th International Symposium on Innovative Approaches in Engineering and Natural Sciences 2019 https://doi.org/10.36287/setsci.4.6.019
Failure Mode and Effects Analysis (FMEA) is a technique that evaluates and classifies the errors/risks that may occur at different stages in the enterprises according to their types and prioritizes the errors. Because it is an easy and effective technique to a…
Research Article
Open Access The Effects on Energy Efficiency of Industry 4.0
Ali Durmuş, Durmuş A, Tahir Karakoç, Karakoç T, Abdülkadir Dağlı, Dağlı A
Ist International Symposium on Innovative Approaches in Scientific Studies 2018
The collective system, which includes the automation system, data exchanges and production technologies is referred to as Industry 4.0. This system has two main components. The first is the new generation of software and hardware, and the second is the cyber p…
Research Article
Open Access Time-Dependent Neutronic and Burn-up Analyses of in a Thorium-Based ADS cooled with Various Coolants
Gizem Bakır, Bakır G, Hüseyin Yapıcı, Yapıcı H
International Symposium on Multidisciplinary Studies and Innovative Technologies 2017
This study presents the investigation of thorium utilization in an ADS with Lead-Bismuth Eutectic (LBE) target. To effectively burn thorium, the ThO2 fuel rods cylindrically prepared, and cladded with SiC, are mixed with 233UO2 at volumetric ratio of 1%. These…
Research Article
Open Access A Quadratic Cascade DC/DC Boost Converter Design
Kemal Kaya, Kaya K, Yakup Hameş, Hameş Y
International Congress on Human-Computer Interaction, Optimization and Robotic Applications 2019 https://doi.org/10.36287/setsci.4.5.023
This study includes the design of quadratic cascade DC/DC boost converter with PI controller. Two or more cascade boost converters have been used to increase system efficiency. Advantages of the proposed converter compared to the conventional boost converter a…
Research Article
Open Access Fotovoltaik Sistemler için Bozkurt Optimizasyonu Tabanlı MPPT Yöntemi Tasarımı
Koray Atıcı, Atıcı K, Necmi Altın, Altın N, İbrahim Sefa, Sefa İ
3rd International Symposium on Innovative Approaches in Scientific Studies (Engineering and Natural Sciences) 2019
Fotovoltaik (FV) sistemler birkaç W’dan, MW’a kadar ölçeklendirilebilmesi gibi özelliklerinden dolayı en çok yaygınlaşan yenilenebilir enerji kaynağı türüdür. Bu enerji kaynağından en yüksek oranda yararlanılabilmesi maksimum güç noktasını izleyen (MPPT) dönüş…
Research Article
Open Access Güç Sisteminde Triplen Harmoniklerin Eliminasyonu
Süleyman Adak, Adak S
2nd International Symposium on Innovative Approaches in Scientific Studies 2018
Elektrik sistemlerinin arızasız ve güvenli bir şekilde çalışabilmesi, akım ve gerilim gibi devre büyüklüklerin 50 Hz
frekansta ve sinüsoidal formda olmasına bağlıdır. Bununla birlikte bir çok nedenlerden dolayı bu temel büyüklükler sinüsoidal
özelliklerini k…
Research Article
Open Access Economic Power Flow and Active Power Loss Minimization in Multiterminal HVDC Systems using Artificial Bee Colony Algorithm
Faruk Yalçın, Yalçın F, Uğur Arifoğlu, Arifoğlu U
Ist International Symposium on Innovative Approaches in Scientific Studies 2018
Optimal operation of the power systems is very important. In this paper, a new approach for both the economic active power flow and active power loss minimization in multi-terminal HVDC systems is proposed. In the proposed optimization approach, system constra…
Research Article
Open Access Genetic Algorithm Solution for Optimal Active Power Flow in Multiterminal HVDC Systems
Faruk Yalçın, Yalçın F, Sezgin Kaçar, Kaçar S, Uğur Arifoğlu, Arifoğlu U
Ist International Symposium on Innovative Approaches in Scientific Studies 2018
In this paper, a different approach for the optimal active power flow solution in multi-terminal HVDC systems to minimize total active power generation cost is proposed. System constraints for all of the control and state variables of both AC and DC systems ar…
Research Article
Open Access Optimal Reactive Power Flow and Economic Power Dispatch in Multiterminal AC-DC Systems based on Genetic Algorithm
Faruk Yalçın, Yalçın F, Uğur Arifoğlu, Arifoğlu U
Ist International Symposium on Innovative Approaches in Scientific Studies 2018
Optimal reactive power flow and economic power dispatch is very important in power systems. Optimal reactive power flow provides minimum active power loss and economic power dispatch provides minimum active power generation cost in power systems. This study pr…