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Hakan Gündüz

Observed names: Gunduz, Hakan, GÜNDÜZ, HAKAN, Gündüz, Hakan, Hakan Gunduz, Hakan GÜNDÜZ
ORCID: 0000-0003-2152-5490
Observed ORCID: 0000-0003-2152-5490
OpenAlex ID: A5022678740
Deep Learning-Based Parkinson’s Disease Classification Using Vocal Feature Sets
2019 · Hakan Gunduz · IEEE Access · 361
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Intraday prediction of Borsa Istanbul using convolutional neural networks and feature correlations
2017 · Hakan Gunduz, Yusuf Yaslan, et al. · Knowledge-Based Systems · 189
An efficient dimensionality reduction method using filter-based feature selection and variational autoencoders on Parkinson's disease classification
2021 · Hakan Gunduz · Biomedical Signal Processing and Control · 119
An efficient stock market prediction model using hybrid feature reduction method based on variational autoencoders and recursive feature elimination
2021 · Hakan Gunduz · Financial Innovation · 96
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Borsa Istanbul (BIST) daily prediction using financial news and balanced feature selection
2015 · Hakan Gunduz, Zehra Cataltepe · Expert Systems with Applications · 47
Stock market direction prediction using deep neural networks
2017 · Hakan Gunduz, Zehra Cataltepe, et al. · Signal Processing and Communications Applications Conference (SIU) · 42
Malware Detection Based on Graph Attention Networks for Intelligent Transportation Systems
2021 · Cagatay Catal, Hakan Gunduz, et al. · Electronics · 40
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Stock daily return prediction using expanded features and feature selection
2017 · Hakan GÜNDÜZ, Zehra ÇATALTEPE, et al. · TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES · 30
Malware detection framework based on graph variational autoencoder extracted embeddings from API-call graphs
2022 · Hakan Gunduz · PeerJ Computer Science · 16
Comparative analysis of BERT and FastText representations on crowdfunding campaign success prediction
2024 · Hakan Gunduz · PeerJ Computer Science · 11
Stock market prediction with deep learning using financial news
2018 · Hakan Gündüz, Yusuf Yaslan, et al. · Signal Processing and Communications Applications Conference (SIU) · 11
Wi-Fi Network Intrusion Detection: Enhanced with Feature Extraction and Machine Learning Algorithms
2024 · Şevval Şolpan, Hakan Gündüz, et al. · International Artificial Intelligence and Data Processing Symposium (IDAP) · 9
Big data feature selection and projection for gender prediction based on user web behaviour
2015 · Esra Gulsen, Hakan Gunduz, et al. · Signal Processing and Communications Applications Conference (SIU) · 7
Crowdfunding as an E-Commerce Mechanism: A Deep Learning Approach to Predicting Success Using Reduced Generative AI Embeddings
2026 · Hakan Gunduz, Muge Klein, et al. · Journal of theoretical and applied electronic commerce research · 6
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Stock Market Prediction with Stacked Autoencoder Based Feature Reduction
2020 · Hakan Gunduz · Signal Processing and Communications Applications Conference (SIU) · 3
Parkinson Hastalığı Tespitinde Farklı Boyutsallık İndirgeme Yöntemlerinin Karşılaştırılması
2019 · Hakan Gündüz · European Journal of Science and Technology · 3
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A hybrid feature fusion approach for multiclass Wi-Fi intrusion detection using classical machine learning
2026 · Şevval Şolpan, Hakan Gündüz, et al. · International Journal of Information Security · 2
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Efficient Olive Leaf Disease Detection via Hybrid Artificial Rabbit Optimization and Genetic Algorithm-Based Deep Feature Selection
2026 · Cumali Turkmenoglu, Hakan Gunduz, et al. · Agriculture · 2
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Efficient Parkinson’s disease classification from speech with filter-based feature selection and Genetic Algorithm–Bayesian Optimization ensemble integration
2025 · Hakan Gunduz · PeerJ Computer Science · 2
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Scalable Gender Profiling from Turkish Texts Using Deep Embeddings and Meta-Heuristic Feature Selection
2025 · Hakan Gunduz · Journal of theoretical and applied electronic commerce research · 2
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Scalable and Efficient Protein Secondary Structure Prediction Using Autoencoder-Reduced ProtBERT Embeddings
2025 · Yahya Najib Hamood Al-Shameri, İrfan Kösesoy, et al. · Applied Sciences · 2
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Deri̇n Transformatörlerden Çi̇ft Yönlü Kodlayici Temsi̇lleri̇ Ve Destek Vektör Maki̇neleri̇ İle Türkçe Fi̇lm Yorumlari Üzeri̇ne Duygu Anali̇zi̇
2023 · Hakan GÜNDÜZ · Kahramanmaraş Sütçü İmam Üniversitesi Mühendislik Bilimleri Dergisi · 2
Predictive Analysis of the Cryptocurrencies’ Movement Direction Using Machine Learning Methods
2021 · Tunahan Timuçin, Hacer Bayiroğlu, et al. · Lecture notes on data engineering and communications technologies · 2
WEKA Veri Madenciliği Yazılımının Sürümleri Arasındaki Kalite Değişimlerinin QMOOD ile İncelenmesi
2020 · Hakan GÜNDÜZ · Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi · 2
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Prediction of Istanbul Stock Exchange (ise) Direction Based on News Articles
2013 · Hakan Gündüz, Zehra Çataltepe · 2
Works count: 42
Citation count: 1,011
H-index: 11
I10-index: 11
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