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Now showing items 11-20 of 73
Online check-ın likelihood of hotel guests
(MEF Üniversitesi, Fen Bilimleri Enstitüsü, 2017)
Hotel operators benefit from current technological developments in order to provide the best experience for their guests to stay. In the case of an enterprise which providing guest hospitality service, the flow is composed ...
Chuen analysis of Gittigidiyor customers
(MEF Üniversitesi, Fen Bilimleri Enstitüsü, 2017)
In this project, it is aimed to estimate the loyalty of the customers of the e-commerce company named GittiGidiyor by analzying the customer movements and examined which movements affected the customer loyalty positively ...
Risk parameter calculation using princpal component analysis of yield curves: the case of borsa İstanbul fixed income market
(MEF Üniversitesi, Fen Bilimleri Enstitüsü, 2017)
To enable a trustworthy clearing operation, clearinghouses require conservative margins to avoid the risk of incurring a loss in case one counterparty defaults. When margin requirements for fixed income instruments are ...
Churn prediction in vodafone Turkey
(MEF Üniversitesi, Fen Bilimleri Enstitüsü, 2017)
This Capstone Project focuses on finding a churn pattern in Vodafone postpaid consumer subscribers. The churn value refers to disconnection from subscription via port-out / Mobile number portability (MNP). It is one of ...
Smart precision agriculture with autonomous irrigation system using rnn-based techniques
(MEF Üniversitesi, Fen Bilimleri Enstitüsü, 2017)
The study presents a solution to improve freshwater usage for irrigation in the agriculture by building a neural network model to predict soil moisture at 20 cm level with time series data over longer periods of time.
Fraud detection ın the bitcoin exchange market
(MEF Üniversitesi, Fen Bilimleri Enstitüsü, 2017)
The trading volume and financial assets of Bitcoin are growing up, while the popularity of Bitcoin world increasing continuously in recent years. In parallel, the market becomes an attraction center for malicious people.
The passanger load factor prediction of airline transport
(MEF Üniversitesi, Fen Bilimleri Enstitüsü, 2017)
Turkish Airlines is one of the most preferred leading European air carriers with global network coverage thanks to its strict compliance with flight safety, reliability, product line, service quality and competitiveness. ...
Humpback whale ındentification with convolutional neural networks
(MEF Üniversitesi, Fen Bilimleri Enstitüsü, 2018)
The migration patterns of humpback whales are tracked with conventional photoidentification techniques for decades. The distinct markings on whale flukes serve as unique fingerprints for these creatures. This study aims ...
E-commerce customer shurn prediction based machine learning algortihms
(MEF Üniversitesi, Fen Bilimleri Enstitüsü, 2018)
With the development and popularization of a digital world, human behavior has changed so remarkably. A lot of sectors affected because of this change. One of the most affected areas is the retail sector. People have left ...
Trangling weratedogs twitter data to create interesting and trustworthy explosatory/predictive anaylses and visulation using different machine learning algorithms
(MEF Üniversitesi, Fen Bilimleri Enstitüsü, 2018)
Social media usage has rapidly grown in recent years and knowledge in these environments increased due to this expansion. Therefore, doing exploratory and predictive analysis from intensive data of social media became so ...