Researchers Derya Bırant

Derya Bırant

Prof. Dr. DOKUZ EYLUL UNIVERSITY

Publication 14 Review 19 CrossRef Cited 3 TR Dizin Cited 6

14 Publication

19 Review

3 CrossRef Cited

6 TR Dizin Cited

0000-0003-3138-0432

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Following

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 621

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CITED

1

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621

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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 1413

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1413

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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 325

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325

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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 174

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174

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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 329

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329

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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 191

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191

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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 254

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254

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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 594

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594

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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 621

1

FAVORITE

621

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 2838

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2838

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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 1168

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1168

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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 285

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285

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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 3762

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3762

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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 1193

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1193

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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 1940

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1940

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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 1168

1

CITED

0

FAVORITE

1168

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 3762

2

CITED

0

FAVORITE

3762

TOTAL DOWNLOAD COUNT

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.

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