Ayşe Berna Altınel Girgin profile image
Ayşe Berna Altınel Girgin Assoc. Prof. Dr. MARMARA ÜNİVERSİTESİ
Publication 8 Review 0 CrossRef Cited 6 TR Dizin Cited 1
8 Publication
0 Review
6 CrossRef Cited
1 TR Dizin Cited
0000-0001-5544-0925

Research Fields

Natural Language Processing Deep Learning Machine Learning Algorithms Big Data Data Mining and Knowledge Discovery

Institution

MARMARA ÜNİVERSİTESİ

Popular Publications

TRimCapS: A MACHINE LEARNING-BASED SYSTEM FOR CLASSIFYING IMAGE CAPTIONS IN THE TURKISH LANGUAGE
Authors: Merve Pınar , Esra Yılmaz , Zeki Çıplak , Ayşe Berna Altınel Girgin
Published: 2025 , İstanbul Commerce University Journal of Science
DOI: 10.55071/ticaretfbd.1635443
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 310

0

1

310

Publications

TRimCapS: A MACHINE LEARNING-BASED SYSTEM FOR CLASSIFYING IMAGE CAPTIONS IN THE TURKISH LANGUAGE
Authors: Merve Pınar , Esra Yılmaz , Zeki Çıplak , Ayşe Berna Altınel Girgin
Published: 2025 , İstanbul Commerce University Journal of Science
DOI: 10.55071/ticaretfbd.1635443
FAVORITE 1 TOTAL DOWNLOAD COUNT 310

1

310

ADVERSE DRUG REACTION DETECTION FROM USER COMMENTS: A TRANSFORMER-BASED SENTIMENT ANALYSIS APPROACH
Authors: Şeyda Karcı , Sevim Ceylan Böcekçi , Sadettin Demir , Elif Özceylan , Ayşe Berna Altınel Girgin
Published: 2025 , İstanbul Commerce University Journal of Science
DOI: 10.55071/ticaretfbd.1635145
FAVORITE 0 TOTAL DOWNLOAD COUNT 246

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246

Digital Transformation in Agriculture and Livestock: Live Weight Estimation in Cattle Using Convolutional Neural Networks and Regression Models
Authors: Mustafa Zahid Gürbüz , Oğuzhan Kıvrak , Ayşe Berna Altınel Girgin , Ali Değirmencioğlu
Published: 2025 , Gazi University Journal of Science Part C: Design and Technology
DOI: 10.29109/gujsc.1541362
FAVORITE 0 TOTAL DOWNLOAD COUNT 387

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387

Detection of Suspicious Behaviors in Credit Cards Using K-Medoids Clustering, Boosting, and BERT Algorithms
Authors: Merve Pınar , Ayşe Berna Altınel Girgin
Published: 2025 , Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
DOI: 10.24012/dumf.1643370
FAVORITE 0 TOTAL DOWNLOAD COUNT 281

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281

Sosyal medyada nefret söylemi çerçevesi: Geçmişten günümüze kapsamlı bir derleme
Authors: Büşra Büyüktanır , Özlem Yakar , Ayşe Berna Altınel Girgin
Published: 2024 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1327840
FAVORITE 0 TOTAL DOWNLOAD COUNT 3210

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3210

Turkish sentiment analysis: A comprehensive review
Authors: Ayşe Berna Altınel Girgin , Gizem Gümüşçekiççi, Nuri Can Birdemir
Published: 2024 , Sigma Journal of Engineering and Natural Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1996

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1996

Performance Comparison of Different Classification Algorithms and Feature Selection Methods in Turkish Hate Speech Problem Analysis
Authors: Özlem Yakar , Büşra Büyüktanır , Abdullah Emir Çil , Ayşe Berna Altınel Girgin
Published: 2024 , Avrupa Bilim ve Teknoloji Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1265

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1265

Improving the Performance of Sentiment Analysis by Ensemble Hybrid Learning Algorithm With NLP And Cascaded Feature Extraction
Authors: Ayşe Berna Altınel Girgin , Sema Şahin
Published: 2023 , International Journal of Advances in Engineering and Pure Sciences
DOI: 10.7240/jeps.1249586
FAVORITE 0 TOTAL DOWNLOAD COUNT 1280

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1280

Articles published in
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Gazi University Journal of Science Part C: Design and Technology
Gazi University Journal of Science Part C: Design and Technology
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
İstanbul Commerce University Journal of Science
İstanbul Commerce University Journal of Science
International Journal of Advances in Engineering and Pure Sciences
International Journal of Advances in Engineering and Pure Sciences
Sigma Journal of Engineering and Natural Sciences
Sigma Journal of Engineering and Natural Sciences
User doesn't have any peer review duties on DergiPark.

Publications

Sosyal medyada nefret söylemi çerçevesi: Geçmişten günümüze kapsamlı bir derleme
Authors: Büşra Büyüktanır , Özlem Yakar , Ayşe Berna Altınel Girgin
Published: 2024 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1327840
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 3210

2

0

3210

Improving the Performance of Sentiment Analysis by Ensemble Hybrid Learning Algorithm With NLP And Cascaded Feature Extraction
Authors: Ayşe Berna Altınel Girgin , Sema Şahin
Published: 2023 , International Journal of Advances in Engineering and Pure Sciences
DOI: 10.7240/jeps.1249586
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 1280

4

0

1280

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.