Makaleler / Articles
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Performance tuning for machine learning-based software development effort prediction models
(2019)Software development effort estimation is a critical activity of the project management process. In this study, machine learning algorithms were investigated in conjunction with feature transformation, feature selection, ... -
Empirical study on multiclass classification-based network intrusion detection
(WILEY, 111 RIVER ST, HOBOKEN 07030-5774, NJ USA, 2019-11)Early and effective network intrusion detection is deemed to be a critical basis for cybersecurity domain. In the past decade, although a significant amount of work has focused on network intrusion detection, it is still ... -
Evaluation of augmented reality technology for the design of an evacuation training game
(SPRINGER LONDON LTD, 236 GRAYS INN RD, 6TH FLOOR, LONDON WC1X 8HL, ENGLAND, 2019-11)Building evacuation training systems and training employees in an organization have a vital role in emergency cases in which people need to know what to do exactly. In every building, procedures, rules, and actions are ... -
Code Generator Framework for Smart TV Platforms
(INST ENGINEERING TECHNOLOGY-IET, MICHAEL FARADAY HOUSE SIX HILLS WAY STEVENAGE, HERTFORD SG1 2AY, ENGLAND, 2019-08)In recent years, smart TVs have become more common, making them need to be included as targets for the software industry. In this study, the authors developed a code generator framework and demonstrated it in an architectural ... -
New approach for predictive churn analysis in Telecom
(2019)In this article, we propose a new approach for the churn analysis. Our target sector is Telecom industry, because most of the companies in the sector want to know which of the customers want to cancel the contract in the ... -
A cloud-based recommendation service using principle component analysis–scale-invariant feature transform algorithm
(2017-10)Cloud computing delivers resources such as software, data, storage and servers over the Internet; its adaptable infrastructure facilitates on-demand access of computational resources. There are many benefits of ... -
VinJect: Toolkit for Penetration Testing and Vulnerability Scanning
(2018)Penetration testing plays an important role in the development of secure software products and electronic systems. Sustainability of commercial systems is ensured through the regular scans of vulnerability. In this era ... -
Son Kullanıcı Geliştirme için Otomatik Kod Üretim Aracının Tasarımı ve Gerçeklenmesi
(2017)Son kullanıcı geliştirme yaklaşımları; yazılım mühendisi olmayan kullanıcıların, yazılım çıktılarını kendilerinin oluşturabileceği, değiştirebileceği ve uyarlayabileceği teknolojiler ve yöntemlere odaklanmaktadır. Bu ... -
Mobile Visual Acuity Assessment Application: AcuMob
(2017)This paper presents a mobile healthcare (mHealth) system for estimation of visual impairment that provides easiness by specifying the degree of an eye as orthoscopes. Our proposed system called AcuMob which is an ... -
Benchmarking of Regression Algorithms and Time Series Analysis Techniques for Sales Forecasting
(2019-01)— Predicting the sales amount as close as to the actual sales amount can provide many benefits to companies. Since the fashion industry is not easily predictable, it is not straightforward to make an accurate prediction ...
