| Deep learning-based Parkinson’s disease classification using vocal feature sets H Gunduz Ieee access 7, 115540-115551, 2019 | 303 | 2019 |
| Intraday prediction of Borsa Istanbul using convolutional neural networks and feature correlations H Gunduz, Y Yaslan, Z Cataltepe Knowledge-Based Systems 137, 138-148, 2017 | 210 | 2017 |
| An efficient dimensionality reduction method using filter-based feature selection and variational autoencoders on Parkinson's disease classification H Gunduz Biomedical Signal Processing and Control 66, 102452, 2021 | 98 | 2021 |
| An efficient stock market prediction model using hybrid feature reduction method based on variational autoencoders and recursive feature elimination H Gunduz Financial innovation 7 (1), 28, 2021 | 83 | 2021 |
| Borsa Istanbul (BIST) daily prediction using financial news and balanced feature selection H Gunduz, Z Cataltepe Expert Systems with Applications 42 (22), 9001-9011, 2015 | 76 | 2015 |
| Stock market direction prediction using deep neural networks H Gunduz, Z Cataltepe, Y Yaslan 2017 25th signal processing and communications applications conference (SIU …, 2017 | 56 | 2017 |
| Stock daily return prediction using expanded features and feature selection H Gündüz, Z Çataltepe, Y Yaslan Turkish Journal of Electrical Engineering and Computer Sciences 25 (6), 4829 …, 2017 | 43 | 2017 |
| Malware detection based on graph attention networks for intelligent transportation systems C Catal, H Gunduz, A Ozcan Electronics 10 (20), 2534, 2021 | 32 | 2021 |
| Stock market prediction with deep learning using financial news H Gündüz, Y Yaslan, Z Çataltepe 2018 26th Signal Processing and Communications Applications Conference (SIU …, 2018 | 14 | 2018 |
| Borsa İstanbul (bıst) 100 Endeksi Yönünün Ekonomi Haberleri İle Tahmin Edilmesi H Gündüz Fen Bilimleri Enstitüsü, 2013 | 11 | 2013 |
| Malware detection framework based on graph variational autoencoder extracted embeddings from API-call graphs H Gunduz PeerJ Computer Science 8, e988, 2022 | 10 | 2022 |
| Big data feature selection and projection for gender prediction based on user web behaviour E Gülşen, H Gündüz, Z Cataltepe, L Serinol 2015 23nd Signal Processing and Communications Applications Conference (SIU …, 2015 | 10 | 2015 |
| Prediction of istanbul stock exchange (ise) direction based on news articles H Gunduz, Z Cataltepe Conference: The Third International Conference on Digital Information …, 2013 | 7 | 2013 |
| Stock market prediction with stacked autoencoder based feature reduction H Gündüz 2020 28th signal processing and communications applications conference (SIU …, 2020 | 4 | 2020 |
| Comparative analysis of BERT and FastText representations on crowdfunding campaign success prediction H Gunduz PeerJ Computer Science 10, e2316, 2024 | 3 | 2024 |
| WEKA Veri Madenciliği Yazılımının Sürümleri Arasındaki Kalite Değişimlerinin QMOOD ile İncelenmesi H Gündüz Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi 7 (2), 825-836, 2020 | 3 | 2020 |
| Parkinson Hastalığı Tespitinde Farklı Boyutsallık İndirgeme Yöntemlerinin Karşılaştırılması H Gündüz Avrupa Bilim ve Teknoloji Dergisi, 1164-1172, 2019 | 2 | 2019 |
| Glasses detection in face images using histogram of Oriented Gradients H Gündüz, R Halepmollasi, ÖS Saraç 2014 22nd Signal Processing and Communications Applications Conference (SIU …, 2014 | 2 | 2014 |
| DERİN TRANSFORMATÖRLERDEN ÇİFT YÖNLÜ KODLAYICI TEMSİLLERİ VE DESTEK VEKTÖR MAKİNELERİ İLE TÜRKÇE FİLM YORUMLARI ÜZERİNE DUYGU ANALİZİ H Gündüz Kahramanmaraş Sütçü İmam Üniversitesi Mühendislik Bilimleri Dergisi 26 (2 …, 2023 | 1 | 2023 |
| Wi-Fi Network Intrusion Detection: Enhanced with Feature Extraction and Machine Learning Algorithms Ş Şolpan, H Gündüz, K Küçük 2024 8th International Artificial Intelligence and Data Processing Symposium …, 2024 | | 2024 |
Zehra Cataltepehttp://web.itu.edu.tr/~cataltepe/resume.htmCorreu electrònic verificat a itu.edu.tr
