Assoc. Prof. AYŞE BERNA ALTINEL GİRGİN

Journal articles indexed in SCI, SSCI, and AHCI

Hate speech framework in social media: A comprehensive review from past to present Sosyal medyada nefret söylemi çerçevesi: Geçmişten günümüze kapsamlı bir derleme

BÜYÜKTANIR B., Yakar Ö., ALTINEL GİRGİN A. B.

Journal of the Faculty of Engineering and Architecture of Gazi University , vol.40, no.1, pp.685-711, 2024 (SCI-Expanded)

So-haTRed: A novel hybrid system for Turkish Hate Speech Detection in Social Media with Ensemble Deep Learning improved by BERT and clustered-Graph Networks

Altinel A. B., Sahin S., Gurbuz M. Z., Karataş Baydoğmuş G.

IEEE Access , vol.12, pp.86252-86270, 2024 (SCI-Expanded)

Enhancing the Performance of WSD Task Using Regularized GNNs With Semantic Diffusion

Şipal Sert B., Elma E., Altınel Girgin A. B.

IEEE ACCESS , vol.11, no.1, pp.40565-40578, 2023 (SCI-Expanded)

Social media analysis by innovative hybrid algorithms with label propagation

ALTINEL GİRGİN A. B.

EXPERT SYSTEMS WITH APPLICATIONS , vol.210, 2022 (SCI-Expanded)

Ranking influencers of social networks by semantic kernels and sentiment information

Girgin B. A.

EXPERT SYSTEMS WITH APPLICATIONS , vol.171, 2021 (SCI-Expanded)

Overview of the BioCreative VI Precision Medicine Track: mining protein interactions and mutations for precision medicine

Dogan R. I., Kim S., Chatr-aryamontri A., Wei C., Comeau D. C., Antunes R., et al.

DATABASE-THE JOURNAL OF BIOLOGICAL DATABASES AND CURATION , vol.2019, 2019 (SCI-Expanded)

Word sense disambiguation using semantic kernels with class-based term values

Altinel B., GANİZ M. C., Sipal B., Erkaya E., Yucedag O. C., Dogan M. A.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , vol.27, no.4, pp.3180-3194, 2019 (SCI-Expanded)

Semantic text classification: A survey of past and recent advances

Altinel B., GANİZ M. C.

INFORMATION PROCESSING & MANAGEMENT , vol.54, no.6, pp.1129-1153, 2018 (SCI-Expanded)

Instance labeling in semi-supervised learning with meaning values of words

Altinel B., GANİZ M. C., DİRİ B.

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE , vol.62, pp.152-163, 2017 (SCI-Expanded)

A new hybrid semi-supervised algorithm for text classification with class-based semantics

Altinel B., GANİZ M. C.

KNOWLEDGE-BASED SYSTEMS , vol.108, pp.50-64, 2016 (SCI-Expanded)

A novel semantic smoothing kernel for text classification with class-based weighting

Altinel B., DİRİ B., GANİZ M. C.

KNOWLEDGE-BASED SYSTEMS , vol.89, pp.265-277, 2015 (SCI-Expanded)

A corpus-based semantic kernel for text classification by using meaning values of terms

Altinel B., GANİZ M. C., DİRİ B.

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE , vol.43, pp.54-66, 2015 (SCI-Expanded)

Articles Published in Other Journals

Turkish sentiment analysis: A comprehensive review

ALTINEL GİRGİN A. B., Gümüşçekiçci G., Birdemir N. C.

SIGMA JOURNAL OF ENGINEERING AND NATURAL SCIENCES , vol.42, no.4, pp.1292-1314, 2024 (ESCI)

Türkçe Faturaların Sınıflandırılmasında Farklı Öznitelik Seçimi Yöntemleri ile Topluluk Öğrenme Algoritmalarının Etkilerinin İncelenmesi

KOTAN A. E., Yıldız İ., ALTINEL GİRGİN A. B.

Avrupa Bilim ve Teknoloji Dergisi , vol.2023, no.52, pp.272-278, 2023 (Peer-Reviewed Journal)

Topluluk Hibrit Öğrenme Algoritması Kullanılarak DDİ ve Özellik Çıkarma ile Duygu Analizinin Performansının İyileştirilmesi

ALTINEL GİRGİN A. B., ŞAHİN S.

International journal of advances in engineering and pure sciences (Online) , vol.35, no.1, pp.125-141, 2023 (Peer-Reviewed Journal)

From past to present: Spam detection and identifying opinion leaders in social networks

ALTINEL GİRGİN A. B., Gümüşçekiçci G.

SIGMA JOURNAL OF ENGINEERING AND NATURAL SCIENCES , vol.40, no.2, pp.441-463, 2022 (ESCI) Sustainable Development

CLUDS: Combining Labeled and Unlabeled Data with Logistic Regression for Social Media Analysis

ALTINEL A. B.

Mühendislik Bilimleri ve Tasarım Dergisi , vol.9, no.4, pp.1048-1061, 2021 (Peer-Reviewed Journal)

Türkçe Metinlerde Makine Öğrenmesi Algoritmalarının Duygu Analizi Problemi Üzerindeki Performansının Kıyaslanması

ALTINEL A. B.

Avrupa Bilim ve Teknoloji Dergisi , no.28, pp.1056-1061, 2021 (Peer-Reviewed Journal)

Identifying Topic-based Opinion Leaders in Social Networks by Content and User Information

ALTINEL A. B., HAKKOZ M. A., BOZDAĞ E. B., GANİZ M. C.

International Journal of Intelligent Systems and Applications in Engineering , vol.8, no.4, pp.214-220, 2020 (Scopus)

Papers Presented at Peer-Reviewed Scientific Conferences

Classification of Eye Diseases in Fundus Images Using Deep Learning Algorithms

Buzlu K., Taşkın H., Can Y., ALTINEL GİRGİN A. B., AKTAŞ A.

V. INTERNATIONAL APPLIED STATISTICS CONGRESS (UYIK - 2024), İstanbul, Turkey, 21 May 2024, pp.156, (Full Text)

Turkish Sentiment Analysis: a Comparative Study on Different Sentiment Dictionaries with Generated Features and Presenting a New Sentiment Dictionary

Elma E., Altinel A. B., Ispirli Y.

2023 Innovations in Intelligent Systems and Applications Conference, ASYU 2023, Sivas, Turkey, 11 - 13 October 2023, (Full Text)

Türkçe fatura veri kümesi üzerinde makine öğrenmesi ve adlandırılmış varlık tespiti uygulamaları

Yıldız İ., KOTAN A. E., ALTINEL GİRGİN A. B.

4th International Eurasian Conference on Science, Engineering and Technology (EurasianSciEnTech 2022), Ankara, Turkey, 14 December 2022, vol.1, pp.1410-1416, (Full Text)

Performance Analysis of Different Sentiment Polarity Dictionaries on Turkish Sentiment Detection

ALTINEL GİRGİN A. B., Buzlu K., İpek K.

2022 International Conference on INnovations in Intelligent SysTems and Applications (INISTA), Biarritz, France, 08 August 2022, vol.1, pp.1-6, (Full Text)

Multi-Class Turkish Sentiment Analysis Using Machine Learning Algorithms

ALTINEL GİRGİN A. B., Gümüşçekiçci G.

3rd International Conference on Applied Engineering and Natural Sciences ICAENS 2022 will be held on July 20 - 23, 2022 in Konya, Turkey., Konya, Turkey, 20 - 23 July 2022, vol.1, pp.2091-2096, (Full Text)