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Building up lexical sample dataset for Turkish word sense disambiguation 

İlgen, Bahar; Adalı, Eşref; Tantuğ, Ahmet Cüneyd (2012-07-02)
Word Sense Disambiguation (WSD) has become even more important research area in recent years with the widespread usage of Natural Language Processing (NLP) applications. WSD task has two variants: “Lexical Sample” and “All ...
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Benchmarking of Regression Algorithms and Time Series Analysis Techniques for Sales Forecasting 

Akbulut, Akhan (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 ...
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Disease Prediction Using Weighted Artificial Immune System 

Günay, Melike; Orman, Zeynep (2019-07)
The Artificial Immune System (AIS) is a computational intelligence method inspired from the human immune system, which is applied to real-world problem solving related to classification, optimization and anomaly detection ...
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Machine Learning Based Phishing Detection from URIs 

Şahingöz, Özgür Koray; Buber, Ebubekir; Demir, Önder; Diri, Banu (2017-12)
Due to the rapid growth of the Internet, users change their preference from traditional shopping to the electronic commerce. Instead of bank/shop robbery, nowadays, criminals try to find their victims in the cyberspace ...
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Digital Data Forgetting: A Machine Learning Approach 

Mete, Büşra Rümeysa; Günay, Melike; Aşıroğlu, Batuhan; Yıldız, Eyyüp; Zencirli, Ahmet; Ensari, Tolga; Nalçakan, Yağız (2018-10)
Digital transformation of the world goes very fast during last two decades. Today, data is power and very important. Firstly, magnetic tapes and then digital data storages have been used to collect all data. After this ...
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Comparison of Face Recognition Algorithms 

Günay, Melike; Ensari, Tolga (IEEE, 345 E 47Th St, New York, Ny 10017 USA, 2017)
in this study, we analyze the algorithms that is used for face recognition and make performance comparison of two algorithms. The methods that is analyzed are k-nearest neighbors, Naive Bayes, eigenfaces, principle component ...
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Flower Classification with Deep CNN and Machine Learning Algorithms 

Mete, Büşra Rümeysa; Ensari, Tolga (2019-09-11)
Development of the recognition of rare plant species will be advantageous in the fields such as the pharmaceutical industry, botany, agricultural, and trade activities. It was also very challenging that there is diversity ...
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Performance Evaluation Metrics for Software Fault Prediction Studies 

Çatal, Çağatay (Budapest Tech, Becsi Ut 96-B, Budapest, H-1034, Hungary, 2012)
Experimental studies confirmed that only a small portion of software modules cause faults in software systems. Therefore, the majority of software modules are represented with non-faulty labels and the rest are marked with ...

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AuthorGünay, Melike (2)Adalı, Eşref (1)Akbulut, Akhan (1)Aşıroğlu, Batuhan (1)Buber, Ebubekir (1)Demir, Önder (1)Diri, Banu (1)Ensari, Tolga (1)Ensari, Tolga (1)Ensari, Tolga (1)... View MoreSubject
Machine Learning (8)
Makine Öğrenme (5)Big Cleaning (1)Bilgi İşlem Metodolojileri (1)Classification Algorithms (1)CNN (1)Computing Methodologies (1)Cyber Attack Detection (1)Cyber Security (1)Data Augmentation (1)... View MoreDate Issued2019 (3)2012 (2)2017 (2)2018 (1)Has File(s)No (7)Yes (1)

İstanbul Kültür University

Hakkında |Politika | Kütüphane | İletişim | Send Feedback | Admin

Istanbul Kültür University, Ataköy Campus E5 Karayolu Üzeri Bakırköy 34158, İstanbul / TURKEY
Copyright © İstanbul Kültür University

Creative Commons Lisansı
IKU Institutional Repository, Creative Commons Alıntı-GayriTicari-Türetilemez 4.0 Uluslararası Lisansı ile lisanslanmıştır.

Designed by  UNIREPOS