Yüksek Lisans Tezleri
Permanent URI for this collectionhttps://hdl.handle.net/20.500.11779/1785
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Master Term Project Loaction Based Recommendation System Using Flickr Geotagged Photos(MEF Üniversitesi, Fen Bilimleri Enstitüsü, 2018) Çakar, Erbil; Arslan, Şuayb Ş.Flickr is a worldwide photo sharing application. In this project, photos with location information provided by Flickr will be used. By utilizing this location information, a recommendation system that recommends users the most suitable photo shooting locations based on their historical data will be designed. During this system design phase, different methodologies will be tried and a research will be conducted on the methods that provide the most appropriate solution to the problem.Master Term Project Humpback Whale Indentification With Convolutional Neural Networks(MEF Üniversitesi, Fen Bilimleri Enstitüsü, 2018) Can, Duygu; Arslan, Şuayb Ş.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 to identify humpback whales according to their fluke images using ResNET, a deep neural network architecture to help the conservation efforts for this endangered species by automatizing the process. We experimented with different train/test split schemes and initializations to obtain the best classifying model. Although we were limited with a small sized training set of 200 images, using state-of-the-art image processing and data augmentation methods we obtained a high accuracy of 0.94 for 11 distinct whales. This project is served as an friendly interface to dive deep into the field of image recognition with Convolutional Neural Networks.Master Term Project The Passanger Load Factor Prediction of Airline Transport(MEF Üniversitesi, Fen Bilimleri Enstitüsü, 2017) Karakoç, Kalender; Arslan, Şuayb Ş.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. Turkish Airlines maintains its identity as the flag carrier of Turkey.