ORCID "0000-0003-4842-2635" Çorlu Mühendislik Fakültesi Koleksiyonu 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 ... -
A model for predicting drying time period of wool yarn bobbins using computational intelligence techniques
Akyol, Uğur; Tüfekçi, Pınar; Kahveci, Kamil; Cihan, Ahmet (Sage Publications Ltd, 2015)In this study, a predictive model has been developed using computational intelligence techniques for the prediction of drying time in the wool yarn bobbin drying process. The bobbin drying process is influenced by various ... -
A novel algorithm for extracting the user reviews from web pages
Uçar, Erdem; Uzun, Erdinç; Tufekçi, Pınar (Sage Publications Ltd, 2017)Extracting the user reviews in websites such as forums, blogs, newspapers, commerce, trips, etc. is crucial for text processing applications (e.g. sentiment analysis, trend detection/monitoring and recommendation systems) ... -
Predicting CO and NOx emissions from gas turbines: novel data and a benchmark PEMS
Kaya, Heysem; Tüfekçi, Pınar; Uzun, Erdinc (Tubitak Scientific & Technical Research Council Turkey, 2019)Predictive emission monitoring systems (PEMS) are important tools for validation and backing up of costly continuous emission monitoring systems used in gas-turbine-based power plants. Their implementation relies on the ... -
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 ...