Hakan Gündüz

Deep Learning-Based Parkinson’s Disease Classification Using Vocal Feature Sets

Hakan Gündüz · IEEE Access · 2019 · 332 citations · Full text

Convolutional Neural Network, Image Analysis, Machine Learning +14

Intraday prediction of Borsa Istanbul using convolutional neural networks and feature correlations

Hakan Gündüz, Yusuf Yaslan, Zehra Çataltepe · Knowledge-Based Systems · 2017 · 180 citations

Forecasting Methodology, Engineering, Machine Learning +11

An efficient dimensionality reduction method using filter-based feature selection and variational autoencoders on Parkinson's disease classification

Hakan Gündüz · Biomedical Signal Processing and Control · 2021 · 111 citations

Engineering, Machine Learning, Data Science +14

An efficient stock market prediction model using hybrid feature reduction method based on variational autoencoders and recursive feature elimination

Hakan Gündüz · Financial Innovation · 2021 · 77 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +22

Borsa Istanbul (BIST) daily prediction using financial news and balanced feature selection

Hakan Gündüz, Zehra Çataltepe · Expert Systems with Applications · 2015 · 46 citations

Economic Forecasting, Engineering, Data Science +12