LibrarySearch Results: Cukurova University

3 books found

Predicting the Admission Decision of a Participant to the School of Physical Education and Sports at Cukurova University by Using Different Machine Le...

Gozde Yigit Ozsert & Mehmet Fatih Akay (advisor)

Cukurova University

The purpose of this thesis is to develop new hybrid admission decision prediction models by using different machine learning methods including Support Vector Machines (SVM), Multilayer Perceptron (MLP), Radial Basis Function (RBF) Network, TreeBoost (TB) and K-Means Clustering (KMC) combined with feature selection ...

Prediction of Upper Body Power of Cross-Country Skiers Using Machine Learning Methods Combined with Feature Selection Algorithms

Mustafa Mikail Ozciloglu & Mehmet Fatih Akay (advisor)

Cukurova University

Upper body power (UBP) is one of the most important factors affecting the performance of cross-country skiers during races. Although some initial studies have already attempted to predict UBP, until now, no study has attempted to apply machine learning methods combined with various feature selection algorithms to ...

Development of New Models Using Machine Learning Methods Combined with Different Time Lags for Network Traffic Forecasting

Derman Akgol & Mehmet Fatih Akay (advisor)

Cukurova University

The purpose of this thesis is to forecast the amount of network traffic in Transmission Control Protocol/Internet Protocol (TCP/IP) -based networks by using different time lags and various machine learning methods including Support Vector Machines (SVM), Multilayer Perceptron (MLP), Radial Basis Function (RBF) Neural ...