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Hakan Gunduz

Orcid: 0000-0003-2152-5490

Affiliations:
  • Bandirma Onyedi Eylul University, Software Engineering Department, Balikesir, Turkey
  • Duzce University, Computer Engineering Department, Turkey (2011-2018)
  • Istanbul Technical University, Computer Engineering Department, Turkey (PhD 2019)


According to our database1, Hakan Gunduz authored at least 15 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
Comparative analysis of BERT and FastText representations on crowdfunding campaign success prediction.
[BibTeX]
[DOI]
Hakan Gunduz
PeerJ Comput. Sci., 2024

2022
Malware detection framework based on graph variational autoencoder extracted embeddings from API-call graphs.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
Hakan Gunduz
Biomed. Signal Process. Control., 2021

2019
Derin öğrenme yöntemleri ile zaman serisi tahmini (Time series classification with deep learning methods)
[BibTeX]
[DOI]
Hakan Gunduz
PhD thesis, 2019

Deep Learning-Based Parkinson's Disease Classification Using Vocal Feature Sets.
[BibTeX]
[DOI]
Hakan Gunduz
IEEE Access, 2019

2018
Stock market prediction with deep learning using financial news.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
Hakan Gunduz
,
Yusuf Yaslan
,
Zehra Cataltepe
Knowl. Based Syst., 2017

Stock daily return prediction using expanded features and feature selection.
[BibTeX]
[DOI]
Hakan Gündüz
,
Zehra Çataltepe
,
Yusuf Yaslan
Turkish J. Electr. Eng. Comput. Sci., 2017

Stock market direction prediction using deep neural networks.
[BibTeX]
[DOI]
Hakan Gunduz
,
Zehra Cataltepe
,
Yusuf Yaslan
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

2016
Image search system with feedback.
[BibTeX]
[DOI]
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).
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
Hakan Gunduz
,
Zehra Cataltepe
Expert Syst. Appl., 2015

Big data feature selection and projection for gender prediction based on user web behaviour.
[BibTeX]
[DOI]
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.
[BibTeX]
[DOI]
Hakan Gündüz
,
Rusen Halepmollasi
,
Ömer Sinan Saraç
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014


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