Seda Bayat Toksöz profile image
Seda Bayat Toksöz Dr. IGDIR UNIVERSITY
Publication 3 Review 11 CrossRef Cited 11 TR Dizin Cited 7
3 Publication
11 Review
11 CrossRef Cited
7 TR Dizin Cited
0000-0002-8427-9971

Research Fields

Computer Software Image Processing Machine Learning Deep Learning Artificial Intelligence Natural Language Processing Artificial Intelligence (Other)

Institution

IGDIR UNIVERSITY

Publications

Efficient Adaptation of Large Language Models for Sentiment Analysis: A Fine-Tuning Approach
Authors: Seda Bayat Toksöz , Gültekin Işık
Published: 2025 , Journal of the Institute of Science and Technology
DOI: 10.21597/jist.1648466
FAVORITE 0 TOTAL DOWNLOAD COUNT 601

0

601

Evaluating the Effectiveness of Different Machine Learning Approaches for Sentiment Classification
Authors: Seda Bayat , Gültekin Işık
Published: 2023 , Journal of the Institute of Science and Technology
DOI: 10.21597/jist.1292050
FAVORITE 0 TOTAL DOWNLOAD COUNT 1007

0

1007

Recognition of Aras Bird Species From Their Voices With Deep Learning Methods
Authors: Seda Bayat , Gültekin Işık
Published: 2022 , Journal of the Institute of Science and Technology
DOI: 10.21597/jist.1124674
FAVORITE 0 TOTAL DOWNLOAD COUNT 1232

0

1232

Articles published in
Journal of the Institute of Science and Technology
Journal of the Institute of Science and Technology

Reviews

Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Journal of the Institute of Science and Technology
Journal of the Institute of Science and Technology
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences

Publications

Efficient Adaptation of Large Language Models for Sentiment Analysis: A Fine-Tuning Approach
Authors: Seda Bayat Toksöz , Gültekin Işık
Published: 2025 , Journal of the Institute of Science and Technology
DOI: 10.21597/jist.1648466
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 601

1

0

601

Evaluating the Effectiveness of Different Machine Learning Approaches for Sentiment Classification
Authors: Seda Bayat , Gültekin Işık
Published: 2023 , Journal of the Institute of Science and Technology
DOI: 10.21597/jist.1292050
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1007

1

0

1007

Recognition of Aras Bird Species From Their Voices With Deep Learning Methods
Authors: Seda Bayat , Gültekin Işık
Published: 2022 , Journal of the Institute of Science and Technology
DOI: 10.21597/jist.1124674
CITED 9 FAVORITE 0 TOTAL DOWNLOAD COUNT 1232

9

0

1232

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.