Hakan Gunduz

According to our database, Hakan Gunduz authored at least 14 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Malware detection framework based on graph variational autoencoder extracted embeddings from API-call graphs.

Hakan Gunduz

PeerJ Comput. Sci., 2022

Identification of gain and phase margins based robust stability regions for atime-delayed micro-grid system including fractional-order controller in presenceof renewable power generation.

Hakan Gündüz, Sahin Sönmez, Saffet Ayasun

Turkish J. Electr. Eng. Comput. Sci., 2022

2021

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

Hakan Gunduz

Biomed. Signal Process. Control., 2021

2019

Derin öğrenme yöntemleri ile zaman serisi tahmini (Time series classification with deep learning methods)

Hakan Gunduz

PhD thesis, 2019

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

Hakan Gunduz

IEEE Access, 2019

2018

Stock market prediction with deep learning using financial news.

Hakan Gündüz, Yusuf Yaslan, Zehra Cataltepe

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

2017

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

Hakan Gunduz, Yusuf Yaslan, Zehra Cataltepe

Knowl. Based Syst., 2017

Stock daily return prediction using expanded features and feature selection.

Hakan Gündüz, Zehra Çataltepe, Yusuf Yaslan

Turkish J. Electr. Eng. Comput. Sci., 2017

Stock market direction prediction using deep neural networks.

Hakan Gunduz, Zehra Cataltepe, Yusuf Yaslan

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

2016

Image search system with feedback.

Hakan Gündüz, Osman Hilmi Koçal

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

An Extension to Local Network Alignment using Hidden Markov Models (HMMs).

Hakan Gündüz, Ibrahim Süzer

Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016

2015

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

Hakan Gunduz, Zehra Cataltepe

Expert Syst. Appl., 2015

Big data feature selection and projection for gender prediction based on user web behaviour.

Esra Gulsen, Hakan Gündüz, Zehra Cataltepe, Levent Serinol

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

2014

Glasses detection in face images using histogram of Oriented Gradients.

Hakan Gündüz, Rusen Halepmollasi, Ömer Sinan Saraç

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014