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Researchers
Derya Bırant
Derya Bırant
Prof. Dr.
DOKUZ EYLUL UNIVERSITY
Publication
14
Review
18
CrossRef Cited
3
TR Dizin Cited
4
14
Publication
18
Review
3
CrossRef Cited
4
TR Dizin Cited
0000-0003-3138-0432
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Summary
Publications
Peer Review
Cited
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
608
0
CITED
1
FAVORITE
608
TOTAL DOWNLOAD COUNT
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
1208
0
FAVORITE
1208
TOTAL DOWNLOAD COUNT
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
295
0
FAVORITE
295
TOTAL DOWNLOAD COUNT
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
165
0
FAVORITE
165
TOTAL DOWNLOAD COUNT
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
309
0
FAVORITE
309
TOTAL DOWNLOAD COUNT
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
187
0
FAVORITE
187
TOTAL DOWNLOAD COUNT
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
251
0
FAVORITE
251
TOTAL DOWNLOAD COUNT
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
581
0
FAVORITE
581
TOTAL DOWNLOAD COUNT
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
608
1
FAVORITE
608
TOTAL DOWNLOAD COUNT
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
2759
0
FAVORITE
2759
TOTAL DOWNLOAD COUNT
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
1154
0
FAVORITE
1154
TOTAL DOWNLOAD COUNT
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
275
0
FAVORITE
275
TOTAL DOWNLOAD COUNT
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
3717
0
FAVORITE
3717
TOTAL DOWNLOAD COUNT
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
1183
0
FAVORITE
1183
TOTAL DOWNLOAD COUNT
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
1910
0
FAVORITE
1910
TOTAL DOWNLOAD COUNT
Articles published in
Artificial Intelligence Theory and Applications
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
International Journal of Innovative Engineering Applications
Journal of Agricultural Sciences
Journal of Artificial Intelligence and Data Science
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Pamukkale University Journal of Engineering Sciences
Uludağ University Journal of The Faculty of Engineering
Editorship
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Editor , Section Editor
Reviews
Academic Platform - Journal of Engineering and Science
Balkan Journal of Electrical and Computer Engineering
Bilecik Seyh Edebali University Journal of Science
Black Sea Journal of Engineering and Science
Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi
Duzce University Journal of Science and Technology
Harran Journal of Agricultural and Food Science
Journal of Agricultural Sciences
Journal of Engineering Sciences and Design
Journal of the Faculty of Engineering and Architecture of Gazi University
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Sakarya University Journal of Computer and Information Sciences
TBV Journal of Computer Science and 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
1154
1
CITED
0
FAVORITE
1154
TOTAL DOWNLOAD COUNT
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
3717
2
CITED
0
FAVORITE
3717
TOTAL DOWNLOAD COUNT
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