Yazar "Tüfekci, Pınar" için listeleme
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Author Detection by Using Different Term Weighting Schemes
Tüfekci, Pınar; Uzun, Erdinç (IEEE, 2013)In this study, the impact of term weighting on author detection as a type of text classification is investigated. The feature vector being used to represent texts, consists of stem words as features and their weight values, ... -
Classification-based prediction models for stock price index movement
Tüfekci, Pınar (Ios Press, 2016)Stock price prediction with high accuracy may offer significant opportunities for the investors who make decisions on making profit or having high gains over the stocks in stock markets. In this study, four predictive ... -
Derin öğrenme algoritmaları kullanarak yazar, tür ve cinsiyet tanıma
Bektaş, Melike (Tekirdağ Namık Kemal Üniversitesi, 2020)Günümüzde artan veri miktarı, bu verilerin sınıflandırılma ihtiyacını beraberinde getirmiştir. Sınıflandırma, benzer özellikte olan verilerin kategorize edilmesi işlemidir. Bu çalışmada, veri olarak Türkçe haber metinlerinin ... -
Konvolüsyonel sinir ağlarını kullanarak bitki türlerinin sınıflandırılması ve bitki hastalıklarının tanısı
Kara, Fuat (Tekirdağ Namık Kemal Üniversitesi, 2022)Görüntü sınıflandırma, başta tarım, sağlık, ulaşım olmak üzere birçok alana hizmet sunmakla birlikte, insan gücü ile tahmin edilmesi güç problemlerde kullanmış olduğu yapay zeka mimarileriyle birlikte çok kısa sürede ve ... -
Predicting the Direction of Movement for Stock Price Index Using Machine Learning Methods
Tüfekci, Pınar (Springer-Verlag Berlin, 2016)Stock price prediction with high accuracy may offer significant opportunities for the investors who make decisions on making profit or having high gains over the stocks in stock markets. The aim of this study is to predict ... -
Prediction of Football Match Results in Turkish Super League Games
Tüfekci, Pınar (Springer-Verlag Berlin, 2016)This paper presents a model that predicts the results (Home Win/Draw/Away Win) of the football matches played in the Turkish Super League, by using three machine learning classification methods, which are Support Vector ... -
Prediction of full load electrical power output of a base load operated combined cycle power plant using machine learning methods
Tüfekci, Pınar (Elsevier Sci Ltd, 2014)Predicting full load electrical power output of a base load power plant is important in order to maximize the profit from the available megawatt hours. This paper examines and compares some machine learning regression ... -
Virtual Reality Based 9 Hole Peg Test
Tüfekci, Pınar; Güngör, Halil İbrahim; Yılmaz, Alican (IEEE, 2018)A physical test called the 9-Hole Peg Test (9HPT) is being used to measure progress in neurological disease, physiotherapy and rehabilitation treatment processes. During the application of this test, possible physical ...