Yakup Kutlu profile image
Yakup Kutlu Prof. Dr. İSKENDERUN TEKNİK ÜNİVERSİTESİ
Publication 20 Review 11 CrossRef Cited 60 TR Dizin Cited 4
20 Publication
11 Review
60 CrossRef Cited
4 TR Dizin Cited
0000-0002-9853-2878

Research Fields

Artificial Intelligence (Other) Decision Support and Group Support Systems Image Processing Machine Vision Artificial Intelligence

Institution

İSKENDERUN TEKNİK ÜNİVERSİTESİ

Popular Publications

Developing a Novel CNN Model for Leaf Classification
Authors: Yunus Camgözlü , Yakup Kutlu
Published: 2021 , Bilecik Seyh Edebali University Journal of Science
DOI: 10.35193/bseufbd.887643
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 1493

2

1

1493

Publications

Investigation of Machine Learning Methods in Detecting the Absence of Queen Bees in Beehives
Authors: Yalçın İşler , Mustafa Yeniad , Yakup Kutlu
Published: 2026 , Black Sea Journal of Engineering and Science
DOI: 10.34248/bsengineering.1852571
FAVORITE 0 TOTAL DOWNLOAD COUNT 537

0

537

Autonomous Vehicle License Plate Detection and Identification System Based on Three-Stage Deep Learning
Authors: Emre Yücel , Yalçın İşler , Yakup Kutlu
Published: 2024 , Karaelmas Science and Engineering Journal
DOI: 10.7212/karaelmasfen.1414666
FAVORITE 0 TOTAL DOWNLOAD COUNT 2105

0

2105

Humanoid Robot-Assisted Turkish Dialogue Application for the Education of Children with Down Syndrome
Authors: Kadir Tohma , Yakup Kutlu
Published: 2024 , Bilecik Seyh Edebali University Journal of Science
DOI: 10.35193/bseufbd.1299970
FAVORITE 0 TOTAL DOWNLOAD COUNT 1357

0

1357

Kamkat meyvesi için derin öğrenmeye dayalı otonom hasat robotu tasarımı
Authors: Taner Gündüz , Mehmet Dersuneli , Yakup Kutlu
Published: 2024 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1199140
FAVORITE 0 TOTAL DOWNLOAD COUNT 968

0

968

Leaf Image Classification Based on Pre-trained Convolutional Neural Network Models
Authors: Yunus Camgözlü , Yakup Kutlu
Published: 2023 , Natural and Engineering Sciences
DOI: 10.28978/nesciences.1405175
FAVORITE 0 TOTAL DOWNLOAD COUNT 1722

0

1722

COMPARISON OF ARTIFICIAL INTELLIGENCE PERFORMANCES OBTAINED IN DATASET CLASSIFICATIONS USING RESPIRATORY DATA
Authors: Osman Balli , Yakup Kutlu
Published: 2022 , Bartın University International Journal of Natural and Applied Sciences
DOI: 10.55930/jonas.1200072
FAVORITE 0 TOTAL DOWNLOAD COUNT 1209

0

1209

Parameter Selection in Elliptical Fourier Series for Leaf Classification
Authors: Hüseyin Atasoy , Yakup Kutlu
Published: 2022 , Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
DOI: 10.21205/deufmd.2022247104
FAVORITE 0 TOTAL DOWNLOAD COUNT 1010

0

1010

Developing a Novel CNN Model for Leaf Classification
Authors: Yunus Camgözlü , Yakup Kutlu
Published: 2021 , Bilecik Seyh Edebali University Journal of Science
DOI: 10.35193/bseufbd.887643
FAVORITE 1 TOTAL DOWNLOAD COUNT 1493

1

1493

Bul-Tak Oyuncağı Şekillerinin Klasik Görüntü İşleme ve Derin Öğrenme Yöntemleri ile Tespiti
Authors: Mehmet Dersuneli , Taner Gündüz , Yakup Kutlu
Published: 2021 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.927392
FAVORITE 0 TOTAL DOWNLOAD COUNT 1685

0

1685

Generative Autoencoder Kernels on Deep Learning for Brain Activity Analysis
Authors: Gokhan Altan , Yakup Kutlu
Published: 2018 , Natural and Engineering Sciences
DOI: 10.28978/nesciences.468978
FAVORITE 0 TOTAL DOWNLOAD COUNT 1526

0

1526

Hessenberg Elm Autoencoder Kernel For Deep Learning
Authors: Gokhan Altan , Yakup Kutlu
Published: 2018 , Journal of Engineering Technology and Applied Sciences
DOI: 10.30931/jetas.450252
FAVORITE 0 TOTAL DOWNLOAD COUNT 1802

0

1802

An Intelligent Software for Measurements of Biological Materials: BioMorph
Authors: Yakup Kutlu , Cemal Turan
Published: 2018 , Natural and Engineering Sciences
DOI: 10.28978/nesciences.424679
FAVORITE 0 TOTAL DOWNLOAD COUNT 1266

0

1266

Multimedia Respiratory Database (RespiratoryDatabase@TR): Auscultation Sounds and Chest X-rays
Authors: Gökhan Altan , Yakup Kutlu , Yusuf Garbi, Adnan Özhan Pekmezci, Serkan Nural
Published: 2017 , Natural and Engineering Sciences
DOI: 10.28978/nesciences.349282
FAVORITE 0 TOTAL DOWNLOAD COUNT 5239

0

5239

A novel dynamic base station positioning method for wireless sensor networks
Authors: Kadir Tohma , Yakup Kutlu , İpek Abasıkeleş Turgut
Published: 2017 , Pamukkale University Journal of Engineering Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1998

0

1998

Kablosuz Algılayıcı Ağlarda Dinamik Baz İstasyonu Konumlandırmasında Kullanılan Ağırlıklı Katsayıların Belirlenmesi
Authors: Kadir Tohma , İpek Abasıkeleş-turgut , Yakup Kutlu
Published: 2017 , Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1547

0

1547

Online LDA based brain-computer interface system to aid disabled people
Authors: Apdullah Yayık , Yakup Kutlu
Published: 2017 , Natural and Engineering Sciences
DOI: 10.28978/nesciences.328908
FAVORITE 0 TOTAL DOWNLOAD COUNT 1350

0

1350

Classification of Serranidae Species Using Color Based Statistical Features
Authors: Bilal İşçimen, Yakup Kutlu , Cemal Turan
Published: 2017 , Natural and Engineering Sciences
DOI: 10.28978/nesciences.292352
FAVORITE 0 TOTAL DOWNLOAD COUNT 1756

0

1756

Performance Evaluation of Mobile Base Station under different Network Sizes on Cluster-Based Wireless Sensor Networks
Authors: Kadir Tohma , Ipek Abasıkeles-turgut , Yakup Kutlu
Published: 2016 , Natural and Engineering Sciences
DOI: 10.28978/nesciences.286025
FAVORITE 0 TOTAL DOWNLOAD COUNT 1419

0

1419

Patient Specific Congestive Heart Failure Detection From Raw ECG signal
Authors: Yakup Kutlu , Apdullah Yayık, Esen Yıldırım, Mustafa Yeniad, Serdar Yıldırım
Published: 2016 , Natural and Engineering Sciences
DOI: 10.28978/nesciences.286250
FAVORITE 0 TOTAL DOWNLOAD COUNT 983

0

983

Grayscale Image Authentication using Neural Hashing
Authors: Yakup Kutlu , Apdullah Yayık
Published: 2016 , Natural and Engineering Sciences
DOI: 10.28978/nesciences.286048
FAVORITE 0 TOTAL DOWNLOAD COUNT 1108

0

1108

Articles published in
Bartın University International Journal of Natural and Applied Sciences
Bartın University International Journal of Natural and Applied Sciences
Bilecik Seyh Edebali University Journal of Science
Bilecik Seyh Edebali University Journal of Science
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Black Sea Journal of Engineering and Science
Black Sea Journal of Engineering and Science
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Journal of Engineering Technology and Applied Sciences
Journal of Engineering Technology and Applied Sciences
Karaelmas Science and Engineering Journal
Karaelmas Science and Engineering Journal
Natural and Engineering Sciences
Natural and Engineering Sciences
Pamukkale University Journal of Engineering Sciences
Pamukkale University Journal of Engineering Sciences
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Editorial Board Memberships
Natural and Engineering Sciences
Natural and Engineering Sciences

Reviews

Gazi University Journal of Science
Gazi University Journal of Science
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Journal of Agricultural Sciences
Journal of Agricultural Sciences
Journal of Balıkesir University Institute of Science and Technology
Journal of Balıkesir University Institute of Science and Technology
Journal of Information Technologies
Journal of Information Technologies
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
The Journal of Defense Sciences
The Journal of Defense Sciences
The Journal of Security Sciences
The Journal of Security Sciences

Publications

Investigation of Machine Learning Methods in Detecting the Absence of Queen Bees in Beehives
Authors: Yalçın İşler , Mustafa Yeniad , Yakup Kutlu
Published: 2026 , Black Sea Journal of Engineering and Science
DOI: 10.34248/bsengineering.1852571
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 537

1

0

537

Leaf Image Classification Based on Pre-trained Convolutional Neural Network Models
Authors: Yunus Camgözlü , Yakup Kutlu
Published: 2023 , Natural and Engineering Sciences
DOI: 10.28978/nesciences.1405175
CITED 12 FAVORITE 0 TOTAL DOWNLOAD COUNT 1722

12

0

1722

Parameter Selection in Elliptical Fourier Series for Leaf Classification
Authors: Hüseyin Atasoy , Yakup Kutlu
Published: 2022 , Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
DOI: 10.21205/deufmd.2022247104
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1010

1

0

1010

Developing a Novel CNN Model for Leaf Classification
Authors: Yunus Camgözlü , Yakup Kutlu
Published: 2021 , Bilecik Seyh Edebali University Journal of Science
DOI: 10.35193/bseufbd.887643
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 1493

2

1

1493

Bul-Tak Oyuncağı Şekillerinin Klasik Görüntü İşleme ve Derin Öğrenme Yöntemleri ile Tespiti
Authors: Mehmet Dersuneli , Taner Gündüz , Yakup Kutlu
Published: 2021 , Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
DOI: 10.17798/bitlisfen.927392
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1685

2

0

1685

Generative Autoencoder Kernels on Deep Learning for Brain Activity Analysis
Authors: Gokhan Altan , Yakup Kutlu
Published: 2018 , Natural and Engineering Sciences
DOI: 10.28978/nesciences.468978
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 1526

5

0

1526

Hessenberg Elm Autoencoder Kernel For Deep Learning
Authors: Gokhan Altan , Yakup Kutlu
Published: 2018 , Journal of Engineering Technology and Applied Sciences
DOI: 10.30931/jetas.450252
CITED 12 FAVORITE 0 TOTAL DOWNLOAD COUNT 1802

12

0

1802

An Intelligent Software for Measurements of Biological Materials: BioMorph
Authors: Yakup Kutlu , Cemal Turan
Published: 2018 , Natural and Engineering Sciences
DOI: 10.28978/nesciences.424679
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1266

3

0

1266

Multimedia Respiratory Database (RespiratoryDatabase@TR): Auscultation Sounds and Chest X-rays
Authors: Gökhan Altan , Yakup Kutlu , Yusuf Garbi, Adnan Özhan Pekmezci, Serkan Nural
Published: 2017 , Natural and Engineering Sciences
DOI: 10.28978/nesciences.349282
CITED 16 FAVORITE 0 TOTAL DOWNLOAD COUNT 5239

16

0

5239

Online LDA based brain-computer interface system to aid disabled people
Authors: Apdullah Yayık , Yakup Kutlu
Published: 2017 , Natural and Engineering Sciences
DOI: 10.28978/nesciences.328908
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1350

2

0

1350

Classification of Serranidae Species Using Color Based Statistical Features
Authors: Bilal İşçimen, Yakup Kutlu , Cemal Turan
Published: 2017 , Natural and Engineering Sciences
DOI: 10.28978/nesciences.292352
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1756

2

0

1756

Performance Evaluation of Mobile Base Station under different Network Sizes on Cluster-Based Wireless Sensor Networks
Authors: Kadir Tohma , Ipek Abasıkeles-turgut , Yakup Kutlu
Published: 2016 , Natural and Engineering Sciences
DOI: 10.28978/nesciences.286025
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1419

1

0

1419

Grayscale Image Authentication using Neural Hashing
Authors: Yakup Kutlu , Apdullah Yayık
Published: 2016 , Natural and Engineering Sciences
DOI: 10.28978/nesciences.286048
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1108

1

0

1108

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.