Yayınlar & Eserler

Yayın Ağı

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

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

GÜNDÜZ H.
PEERJ COMPUTER SCIENCE , cilt.8, 2022 (SCI-Expanded) identifier identifier identifier

Malware Detection Based on Graph Attention Networks for Intelligent Transportation Systems

Catal C., GÜNDÜZ H., ÖZCAN A.
ELECTRONICS , cilt.10, sa.20, 2021 (SCI-Expanded) Creative Commons License Sürdürülebilir Kalkınma identifier identifier

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

GÜNDÜZ O. H.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL , cilt.66, 2021 (SCI-Expanded) identifier identifier

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

Gunduz H.
FINANCIAL INNOVATION , cilt.7, sa.1, 2021 (SSCI) Creative Commons License identifier identifier

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

Gunduz H.
IEEE ACCESS , cilt.7, ss.115540-115551, 2019 (SCI-Expanded) Creative Commons License identifier identifier

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

Gunduz H., Yaslan Y., Çataltepe Z.
KNOWLEDGE-BASED SYSTEMS , cilt.137, ss.138-148, 2017 (SCI-Expanded) identifier identifier

Stock daily return prediction using expanded features and feature selection

Gunduz H., Çataltepe Z., Yaslan Y.
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , cilt.25, sa.6, ss.4829-4840, 2017 (SCI-Expanded) identifier

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

Gunduz H., Çataltepe Z.
EXPERT SYSTEMS WITH APPLICATIONS , cilt.42, sa.22, ss.9001-9011, 2015 (SCI-Expanded) Sürdürülebilir Kalkınma identifier identifier

Diğer Dergilerde Yayınlanan Makaleler

DERİN TRANSFORMATÖRLERDEN ÇİFT YÖNLÜ KODLAYICI TEMSİLLERİ VE DESTEK VEKTÖR MAKİNELERİ İLE TÜRKÇE FİLM YORUMLARI ÜZERİNE DUYGU ANALİZİ

GÜNDÜZ H.
KSÜ Mühendislik Bilimleri Dergisi , cilt.26, sa.2, ss.542-549, 2023 (Hakemli Dergi) identifier

WEKA Veri Madenciliği Yazılımının Sürümleri Arasındaki Kalite Değişimlerinin QMOOD ile İncelenmesi

GÜNDÜZ H.
Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi , cilt.7, sa.2, ss.825-836, 2020 (Hakemli Dergi)

Filtre Tabanlı Nitelik Seçimi ve Topluluk Öğrenme Yaklaşımlarıyla Borsa İstanbul Enerji Endeksi Yön Tahmini

GÜNDÜZ H.
European Journal of Science and Technology , ss.215-220, 2020 (Hakemli Dergi)

Parkinson Hastalığı Tespitinde Farklı Boyutsallık İndirgeme Yöntemlerinin Karşılaştırılması

GÜNDÜZ H.
European Journal of Science and Technology , ss.1164-1172, 2019 (Hakemli Dergi)

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

Derin Öğrenme, Topluluk Öğrenme ve Doğrusal Regresyon Modelleri Kullanılarak Metro Yolcu Akış Tahmini

GÜNDÜZ H.
10th International Scientific Research Congress - Science and Engineering-, Türkiye, 10 - 11 Nisan 2021

Stock Market Prediction with Stacked Autoencoder Based Feature Reduction

GÜNDÜZ H.
2020 28th Signal Processing and Communications Applications Conference (SIU), Gaziantep, Turkey, Türkiye, 5 - 07 Ekim 2020 identifier identifier

Metro Passenger Flow Estimation with Different Regression Models

GÜNDÜZ H.
International Marmara Sciences Congress (IMASCON Autumn 2019), Kocaeli, Türkiye, 1 - 03 Kasım 2019

Detection of Parkinson’s Disease with Different Voice Feature Sets

GÜNDÜZ H.
International Marmara Sciences Congress (IMASCON Autumn 2019), Kocaeli, Türkiye, 1 - 03 Kasım 2019

Stock market prediction with deep learning using financial news

GÜNDÜZ H., YASLAN Y., ÇATALTEPE Z.
2018 26th Signal Processing and Communications Applications Conference (SIU), İzmir, Türkiye, 2 - 05 Mayıs 2018 identifier

Stock market direction prediction using deep neural networks

GÜNDÜZ H., YASLAN Y., ÇATALTEPE Z.
25th Signal Processing and Communications Applications Conference (SIU), 15 - 18 Mayıs 2017 identifier

Image search system with feedback

GÜNDÜZ H., KOÇAL O. H.
2016 24th Signal Processing and Communication Application Conference (SIU), Zonguldak, Turkey, Türkiye, 16 - 19 Mayıs 2016 identifier identifier

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

GÜNDÜZ H., SÜZER İ.
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies, Rome, Italy, İtalya, 21 - 23 Şubat 2016 identifier

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

Gülşen E., GÜNDÜZ H., ÇATALTEPE Z., Serinol L.
2015 23nd Signal Processing and Communications Applications Conference (SIU), Malatya, Turkey, Türkiye, 16 - 19 Mayıs 2015 identifier identifier

Glasses detection in face images using histogram of Oriented Gradients

GÜNDÜZ H., HALEPMOLLASI R., SARAÇ Ö. S.
2014 22nd Signal Processing and Communications Applications Conference (SIU), Trabzon, Turkey, Türkiye, 23 - 25 Nisan 2014 identifier identifier

Prediction of Istanbul Stock Exchange ISE direction based on news articles

GÜNDÜZ H., ÇATALTEPE Z.
The Third International Conference on Digital Information Processing and Communications (ICDIPC), Dubai, Birleşik Arap Emirlikleri, 3 - 05 Şubat 2013 identifier

Kitap & Kitap Bölümleri

Predictive Analysis of the Cryptocurrencies’ Movement Direction Using Machine Learning Methods

TİMUÇİN T., BAYIROĞLU H., GÜNDÜZ H., KARAGÜL YILDIZ T., ATAGÜN E.
Trends in Data Engineering Methods for Intelligent Systems. ICAIAME 2020. Lecture Notes on Data Engineering and Communications Technologies, Hemanth J., Yigit T., Patrut B., Angelopoulou A, Editör, Springer, ss.256-264, 2021

Text Mining Based Decision Making Process in Kickstarter Platform

KARAGÜL YILDIZ T., ATAGÜN E., BAYIROĞLU H., TİMUÇİN T., GÜNDÜZ H.
Trends in Data Engineering Methods for Intelligent Systems. ICAIAME 2020. Lecture Notes on Data Engineering and Communications Technologies, Hemanth J., Yigit T., Patrut B., Angelopoulou A., Editör, Springer, Cham, ss.344-349, 2021

Effective Factor Detection in Crowdfunding Systems

ATAGÜN E., KARAGÜL YILDIZ T., TİMUÇİN T., GÜNDÜZ H., BAYIROĞLU H.
Trends in Data Engineering Methods for Intelligent Systems. ICAIAME 2020. Lecture Notes on Data Engineering and Communications Technologies, Hemanth J., Yigit T., Patrut B., Angelopoulou A, Editör, Springer, ss.246-255, 2021

Metrikler

Yayın

26

Atıf (WoS)

249

H-İndeks (WoS)

7

Atıf (Scopus)

422

H-İndeks (Scopus)

8

Proje

1

Açık Erişim

3
BM Sürdürülebilir Kalkınma Amaçları