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Bahadir Karasulu Prof. Dr. CANAKKALE ONSEKIZ MART UNIV
Publication 19 Review 13 CrossRef Cited 19 TR Dizin Cited 21
19 Publication
13 Review
19 CrossRef Cited
21 TR Dizin Cited
0000-0001-8524-874X

Research Fields

Information and Computing Sciences Image and Video Coding Image Processing Audio Processing Computer Vision Video Processing Pattern Recognition Computer Vision and Multimedia Computation (Other) Soft computing Deep learning Optimization Machine learning

Institution

CANAKKALE ONSEKIZ MART UNIV

Popular Publications

Sound Scene and Events Detection using Deep Learning in the Scope of Cyber Security for Multimedia Systems
Authors: Bahadir Karasulu
Published: 2019 , Acta Infologica
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 2585

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1

2585

Deep Learning-based Approach using Recurrent Neural Network for Classification of the Human Activities
Authors: İbrahim Ali Metin , Bahadır Karasulu
Published: 2019 , Veri Bilimi
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 2628

0

1

2628

Random Number Generators in Image Encryption: A Comparative Analysis of RANLUX, MIXMAX, and Lehmer Methods
Authors: Bora Uğurlu , Bahadir Karasulu
Published: 2025 , Veri Bilimi
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 225

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1

225

Publications

Time Series–Based Machine Learning Models for Forecasting Programming Language Popularity on the GitHub Projects (2011–2021)
Authors: Bora Uğurlu , Bahadir Karasulu
Published: 2025 , Kirklareli University Journal of Engineering and Science
DOI: 10.34186/klujes.1790613
FAVORITE 0 TOTAL DOWNLOAD COUNT 224

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224

Random Number Generators in Image Encryption: A Comparative Analysis of RANLUX, MIXMAX, and Lehmer Methods
Authors: Bora Uğurlu , Bahadir Karasulu
Published: 2025 , Veri Bilimi
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 225

1

225

A Deep Learning Approach based on Ensemble Classification Pipeline and Interpretable Logical Rules for Bilingual Fake Speech Recognition
Authors: Emre Beray Boztepe , Bahadir Karasulu
Published: 2025 , Gazi University Journal of Science
DOI: 10.35378/gujs.1357317
FAVORITE 0 TOTAL DOWNLOAD COUNT 929

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929

Deep Learning Based Emotional State Analysis and Classification Using Albanian Speech Data
Authors: Bahadir Karasulu , Elif Avcı , Tesnim Strazimiri , Betül Cengiz
Published: 2024 , Veri Bilimi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1081

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1081

A Review on Using Deep Learning Techniques to Bridge The Semantic Gap
Authors: İbrahim Ali Metin , Bahadir Karasulu
Published: 2024 , Veri Bilimi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 436

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436

Secure Message Transmission Via Object Detection Verification Using Images Encoded With Lehmer Algorithm Based Random Key
Authors: Simay Hoşmeyve , Arda Cem Bilecan , Bahadir Karasulu , İsmet Ünlü
Published: 2023 , Gazi Journal of Engineering Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 732

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732

Diseases Detection from Human Retina's Optical Coherence Tomography Images using Deep Learning Models
Authors: Batuhan Metin , Bahadir Karasulu
Published: 2022 , Veri Bilimi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1331

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1331

Deep Learning based Ship Variants Classification Using Different Scale Images
Authors: Emirhan Kıran , Bahadir Karasulu , Emin Borandag
Published: 2022 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.1118740
FAVORITE 0 TOTAL DOWNLOAD COUNT 1294

0

1294

An Approach for Audio-Visual Content Understanding of Video using Multimodal Deep Learning Methodology
Authors: Emre Beray Boztepe , Bedirhan Karakaya , Bahadir Karasulu , İsmet Ünlü
Published: 2022 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis...1139765
FAVORITE 0 TOTAL DOWNLOAD COUNT 1927

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1927

A Hybrid Approach based on Deep Learning for Gender Recognition Using Human Ear Images
Authors: Bahadir Karasulu , Fatih Yücalar , Emin Borandag
Published: 2022 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.945188
FAVORITE 0 TOTAL DOWNLOAD COUNT 1288

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1288

A Deep Learning based Software Tool for Audio Emotional State Classification using Audio Features
Authors: Emir Ali Kıvrak , Bahadir Karasulu , Can Sözbir , Atakan Türkay
Published: 2021 , Veri Bilimi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1400

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1400

Automatic Segmentation of the Human Ear Using Active Contour and GrabCut Synergy Based on the Superpixel Cluster Regions
Authors: Bahadir Karasulu
Published: 2021 , Acta Infologica
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 744

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744

A Novel Dataset of Human Daily Activities: Its Benchmarking Results for Classification Performance Via Using Deep Learning Techniques
Authors: İbrahim Ali Metin , Bahadir Karasulu
Published: 2021 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.772849
FAVORITE 0 TOTAL DOWNLOAD COUNT 1428

0

1428

Sound Scene and Events Detection using Deep Learning in the Scope of Cyber Security for Multimedia Systems
Authors: Bahadir Karasulu
Published: 2019 , Acta Infologica
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 2585

1

2585

Deep Learning-based Approach using Recurrent Neural Network for Classification of the Human Activities
Authors: İbrahim Ali Metin , Bahadır Karasulu
Published: 2019 , Veri Bilimi
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 2628

1

2628

A BRIEF LITERATURE REVIEW ON OPTIMIZED IMAGE AND VIDEO PROCESSING USING SIMULATED ANNEALING TECHNIQUE
Authors: Bahadır Karasulu
Published: 2018 , Ejovoc (Electronic Journal of Vocational Colleges)
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 893

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893

Performance Evaluation of Classification Pipelines Builded with Restricted Boltzmann Machine and Several Classifiers
Authors: Bahadir Karasulu
Published: 2018 , Journal of Information Technologies
DOI: 10.17671/gazibtd.370281
FAVORITE 0 TOTAL DOWNLOAD COUNT 2781

0

2781

Görüntülerde İnsan Kulağı Tespit Ve Bölütlemesini Temel Alan Biyometrik Yetkilendirme Üzerine Bir İnceleme
Authors: Bahadir Karasulu
Published: 2016 , Journal of Information Technologies
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 3129

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3129

Esnek Hesaplamada Sinirsel Bulanık Sinerjiyi Temel Alan Sistemler ve Yaklaşımlar Üzerine Bir İnceleme
Authors: Koray Aki , Bahadır Karasulu
Published: 2014 , Cumhuriyet Üniversitesi Fen Edebiyat Fakültesi Fen Bilimleri Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 3532

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3532

Articles published in
Acta Infologica
Acta Infologica
Cumhuriyet Üniversitesi Fen Edebiyat Fakültesi Fen Bilimleri Dergisi
Cumhuriyet Üniversitesi Fen Edebiyat Fakültesi Fen Bilimleri Dergisi
Ejovoc (Electronic Journal of Vocational Colleges)
Ejovoc (Electronic Journal of Vocational Colleges)
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
Journal of Information Technologies
Journal of Information Technologies
Journal of Intelligent Systems: Theory and Applications
Journal of Intelligent Systems: Theory and Applications
Kirklareli University Journal of Engineering and Science
Kirklareli University Journal of Engineering and Science
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Veri Bilimi
Veri Bilimi

Reviews

Acta Infologica
Acta Infologica
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Celal Bayar University Journal of Science
Celal Bayar University Journal of Science
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Journal of Information Technologies
Journal of Information Technologies
Journal of Innovative Science and Engineering
Journal of Innovative Science and Engineering
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Science
Sakarya University Journal of Science

Publications

Deep Learning based Ship Variants Classification Using Different Scale Images
Authors: Emirhan Kıran , Bahadir Karasulu , Emin Borandag
Published: 2022 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.1118740
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 1294

4

0

1294

An Approach for Audio-Visual Content Understanding of Video using Multimodal Deep Learning Methodology
Authors: Emre Beray Boztepe , Bedirhan Karakaya , Bahadir Karasulu , İsmet Ünlü
Published: 2022 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis...1139765
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1927

2

0

1927

A Hybrid Approach based on Deep Learning for Gender Recognition Using Human Ear Images
Authors: Bahadir Karasulu , Fatih Yücalar , Emin Borandag
Published: 2022 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.945188
CITED 7 FAVORITE 0 TOTAL DOWNLOAD COUNT 1288

7

0

1288

A Novel Dataset of Human Daily Activities: Its Benchmarking Results for Classification Performance Via Using Deep Learning Techniques
Authors: İbrahim Ali Metin , Bahadir Karasulu
Published: 2021 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.772849
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1428

3

0

1428

Performance Evaluation of Classification Pipelines Builded with Restricted Boltzmann Machine and Several Classifiers
Authors: Bahadir Karasulu
Published: 2018 , Journal of Information Technologies
DOI: 10.17671/gazibtd.370281
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 2781

3

0

2781

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