Researchers Derya Bırant
avatar
Derya Bırant Prof. Dr. DOKUZ EYLUL UNIVERSITY
Publication 14 Review 19 CrossRef Cited 4 TR Dizin Cited 6
14 Publication
19 Review
4 CrossRef Cited
6 TR Dizin Cited
0000-0003-3138-0432

Research Fields

Machine Learning Data Mining and Knowledge Discovery

Institution

DOKUZ EYLUL UNIVERSITY

Popular Publications

Prediction of Remaining Useful Life for Plastic Injection Molding Machines Using Artificial Intelligence Methods
Authors: Gözde Aslantaş , Mustafa Özsaraç , Merve Rumelli , Tuna Alaygut , Gözde Bakırlı , Derya Bırant
Published: 2022 , Journal of Artificial Intelligence and Data Science
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 663

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1

663

Publications

Potato Plant Leaf Disease Detection Using Deep Learning Method
Authors: Cemal İhsan Sofuoğlu , Derya Bırant
Published: 2024 , Journal of Agricultural Sciences
DOI: 10.15832/ankutbd.1276722
FAVORITE 0 TOTAL DOWNLOAD COUNT 1721

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1721

USING CONVOLUTIONAL NEURAL NETWORK FOR GRAPE PLANT DISEASE CLASSIFICATION
Authors: Cemal İhsan Sofuoğlu , Derya Bırant
Published: 2023 , Uludağ University Journal of The Faculty of Engineering
DOI: 10.17482/uumfd.1277418
FAVORITE 0 TOTAL DOWNLOAD COUNT 388

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388

Estimating Personal Water Consumption Using Artificial Intelligence Methods
Authors: Derya Bırant , İrem Çalmaz , İrem Okur
Published: 2023 , Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 194

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194

Estimating Types of Faults on Plastic Injection Molding Machines from Sensor Data for Predictive Maintenance
Authors: Gözde Aslantaş , Tuna Alaygut , Merve Rumelli , Mustafa Özsaraç , Gözde Bakırlı , Derya Bırant
Published: 2023 , Artificial Intelligence Theory and Applications
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 346

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346

Anomaly Detection for Gear Manufacturing Downtime in The Automotive Sector Using Rare Itemset Mining
Authors: Devrim Naz Akdaş , Derya Bırant , Pelin Yıldırım Taşer
Published: 2022 , International Journal of Innovative Engineering Applications
DOI: 10.46460/ijiea.1067365
FAVORITE 0 TOTAL DOWNLOAD COUNT 201

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201

A K-Shot Learning Algorithm for Transportation Mode Identification
Authors: Nadirhan Şahin , Emircan Tepe , Derya Bırant
Published: 2022 , Journal of Artificial Intelligence and Data Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 261

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261

A Novel Machine Learning Approach: Soil Temperature Ordinal Classification (STOC)
Authors: Cansel Küçük , Derya Birant , Pelin Yıldırım Taşer
Published: 2022 , Journal of Agricultural Sciences
DOI: 10.15832/ankutbd.866045
FAVORITE 0 TOTAL DOWNLOAD COUNT 614

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614

Prediction of Remaining Useful Life for Plastic Injection Molding Machines Using Artificial Intelligence Methods
Authors: Gözde Aslantaş , Mustafa Özsaraç , Merve Rumelli , Tuna Alaygut , Gözde Bakırlı , Derya Bırant
Published: 2022 , Journal of Artificial Intelligence and Data Science
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 663

1

663

Classification of Scatter Plot Images Using Deep Learning
Authors: Derya Bırant , Aydanur Akça , Buse Bozkurt , Mehtap Bağlan
Published: 2022 , Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
DOI: 10.21205/deufmd.2022247126
FAVORITE 0 TOTAL DOWNLOAD COUNT 3009

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3009

Soil Temperature Prediction via Self-Training: Izmir Case
Authors: Göksu Tüysüzoğlu , Derya Birant , Volkan Kıranoglu
Published: 2022 , Journal of Agricultural Sciences
DOI: 10.15832/ankutbd.775847
FAVORITE 0 TOTAL DOWNLOAD COUNT 1188

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1188

Comparison of Multi-Label Learning Approaches for Pie Chart Image Classification Using Deep Learning
Authors: Derya Bırant , Cem Kösemen
Published: 2021 , Journal of Artificial Intelligence and Data Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 304

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304

Wind Power Generation Prediction Using Machine Learning Algorithms
Authors: Özlem Yürek, Derya Birant , İsmail Yürek
Published: 2021 , Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
DOI: 10.21205/deufmd.2021236709
FAVORITE 0 TOTAL DOWNLOAD COUNT 3826

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3826

An Ordinal Classification Approach for Software Bug Prediction
Authors: Elife Öztürk , Kökten Ulaş Birant , Derya Birant
Published: 2019 , Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
DOI: 10.21205/deufmd.2019216218
FAVORITE 0 TOTAL DOWNLOAD COUNT 1211

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1211

Application of data mining techniques in cloud computing: A literature review
Authors: Pelin Yıldırım, Derya Birant
Published: 2018 , Pamukkale University Journal of Engineering Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1968

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1968

Articles published in
Artificial Intelligence Theory and Applications
Artificial Intelligence Theory and Applications
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
International Journal of Innovative Engineering Applications
International Journal of Innovative Engineering Applications
Journal of Agricultural Sciences
Journal of Agricultural Sciences
Journal of Artificial Intelligence and Data Science
Journal of Artificial Intelligence and Data Science
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Pamukkale University Journal of Engineering Sciences
Pamukkale University Journal of Engineering Sciences
Uludağ University Journal of The Faculty of Engineering
Uludağ University Journal of The Faculty of Engineering
Editorship
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Editor , Section Editor

Reviews

Academic Platform - Journal of Engineering and Science
Academic Platform - Journal of Engineering and Science
Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Bilecik Seyh Edebali University Journal of Science
Bilecik Seyh Edebali University Journal of Science
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
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
Harran Journal of Agricultural and Food Science
Harran Journal of Agricultural and Food Science
Journal of Agricultural Sciences
Journal of Agricultural Sciences
Journal of Engineering Sciences and Design
Journal of Engineering Sciences and Design
Journal of the Faculty of Engineering and Architecture of Gazi University
Journal of the Faculty of Engineering and Architecture of Gazi University
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
TBV Journal of Computer Science and Engineering
TBV Journal of Computer Science and Engineering
Uludağ University Journal of The Faculty of Engineering
Uludağ University Journal of The Faculty of Engineering

Publications

Soil Temperature Prediction via Self-Training: Izmir Case
Authors: Göksu Tüysüzoğlu , Derya Birant , Volkan Kıranoglu
Published: 2022 , Journal of Agricultural Sciences
DOI: 10.15832/ankutbd.775847
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1188

1

0

1188

Wind Power Generation Prediction Using Machine Learning Algorithms
Authors: Özlem Yürek, Derya Birant , İsmail Yürek
Published: 2021 , Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
DOI: 10.21205/deufmd.2021236709
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 3826

2

0

3826

An Ordinal Classification Approach for Software Bug Prediction
Authors: Elife Öztürk , Kökten Ulaş Birant , Derya Birant
Published: 2019 , Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
DOI: 10.21205/deufmd.2019216218
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1211

1

0

1211

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. : Click to get information about the DergiPark User Badge.
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