Sinan Toklu profile image
Sinan Toklu Assoc. Prof. Dr. Gazi Üniversitesi
Publication 6 Review 30 CrossRef Cited 8 TR Dizin Cited 7
6 Publication
30 Review
8 CrossRef Cited
7 TR Dizin Cited
0000-0002-8147-9089

Research Fields

Information and Computing Sciences Deep Learning Natural Language Processing

Institution

Gazi Üniversitesi

Popular Publications

Designing a Machine Learning Based Intrusion Detection System with Hybrid Feature Reduction for Network Security
Authors: Muhammed Safa Bıçakcı , Sinan Toklu
Published: 2022 , Journal of Gaziosmanpasa Scientific Research
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 997

0

1

997

A novel bidirectional long short-term memory model with multi-head attention for accurate language detection
Authors: Sinan Toklu , Abdullah Talha Kabakuş
Published: 2025 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1543854
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 874

0

1

874

Publications

Lung cancer subtype classification from chest CT scans using vision transformers
Authors: Sinan Toklu , Abdullah Talha Kabakuş
Published: 2026 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1811234
FAVORITE 0 TOTAL DOWNLOAD COUNT 437

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437

Hybrid Model for DGA Detection in Cybersecurity: Fast Text, CNN, BiLSTM, and Multihead Attention
Authors: Abdhine Ben Ali , Sinan Toklu , Fahadi Mugigayi , Djalabi Mahamat
Published: 2026 , Turkish Journal of Mathematics and Computer Science
DOI: 10.47000/tjmcs.1836055
FAVORITE 0 TOTAL DOWNLOAD COUNT 369

0

369

A novel bidirectional long short-term memory model with multi-head attention for accurate language detection
Authors: Sinan Toklu , Abdullah Talha Kabakuş
Published: 2025 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1543854
FAVORITE 1 TOTAL DOWNLOAD COUNT 874

1

874

Malware Detection Using Image-Based Features and Machine Learning Methods
Authors: Aslıhan Güngör , İbrahim Dogru , Necaattin Barışçı , Sinan Toklu
Published: 2023 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.994289
FAVORITE 0 TOTAL DOWNLOAD COUNT 1796

0

1796

Designing a Machine Learning Based Intrusion Detection System with Hybrid Feature Reduction for Network Security
Authors: Muhammed Safa Bıçakcı , Sinan Toklu
Published: 2022 , Journal of Gaziosmanpasa Scientific Research
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 997

1

997

Derin öğrenme kullanılarak nesnelerin interneti tabanlı mobil sürücü yorgunluk tespiti
Authors: Emre Şafak , İbrahim Dogru , Necaattin Barışçı , Sinan Toklu
Published: 2022 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.999527
FAVORITE 0 TOTAL DOWNLOAD COUNT 2965

0

2965

Articles published in
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Journal of Gaziosmanpasa Scientific Research
Journal of Gaziosmanpasa Scientific Research
Turkish Journal of Mathematics and Computer Science
Turkish Journal of Mathematics and Computer Science
Editorship
Journal of Information Technologies
Journal of Information Technologies
Section Editor
Turkish Journal of Mathematics and Computer Science
Turkish Journal of Mathematics and Computer Science
Section Editor
Editorial Board Memberships
Cybersecurity and Digital Economy Journal
Cybersecurity and Digital Economy Journal
Journal of Information Technologies
Journal of Information Technologies
Turkish Journal of Mathematics and Computer Science
Turkish Journal of Mathematics and Computer Science

Reviews

Black Sea Journal of Engineering and Science
Black Sea Journal of Engineering and Science
El-Cezeri
El-Cezeri
Gazi Journal of Engineering Sciences
Gazi Journal of Engineering Sciences
Gazi University Journal of Science
Gazi University Journal of Science
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
İstanbul Commerce University Journal of Science
İstanbul Commerce University Journal of Science
Journal of Information Technologies
Journal of Information Technologies
Journal of Materials and Mechatronics: A
Journal of Materials and Mechatronics: A
Journal of Polytechnic
Journal of Polytechnic
Sinop University Journal of Natural Sciences
Sinop University Journal of Natural Sciences
The Journal of Defense Sciences
The Journal of Defense Sciences
Turkish Journal of Mathematics and Computer Science
Turkish Journal of Mathematics and Computer Science
Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences
Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences

Publications

Malware Detection Using Image-Based Features and Machine Learning Methods
Authors: Aslıhan Güngör , İbrahim Dogru , Necaattin Barışçı , Sinan Toklu
Published: 2023 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.994289
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1796

3

0

1796

Derin öğrenme kullanılarak nesnelerin interneti tabanlı mobil sürücü yorgunluk tespiti
Authors: Emre Şafak , İbrahim Dogru , Necaattin Barışçı , Sinan Toklu
Published: 2022 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.999527
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 2965

5

0

2965

Popular Publications: It is determined automatically by the researchers doing research in DergiPark according to the statistics of being added to the favorites. CrossRef Cited: The citations shown in DergiPark are drawn from CrossRef. For this, the cited and cited articles must be registered in CrossRef (DOI number). ^: Citation numbers are reflected in the system by DergiPark at certain periods.