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Gültekin Işık Assoc. Prof. Dr. IĞDIR ÜNİVERSİTESİ
Publication 9 Review 17 CrossRef Cited 27 TR Dizin Cited 15
9 Publication
17 Review
27 CrossRef Cited
15 TR Dizin Cited
0000-0003-3037-5586

Research Fields

Machine Learning Artificial Intelligence Computer Vision Natural Language Processing Deep Learning Speech Recognition

Institution

IĞDIR ÜNİVERSİTESİ

Publications

Türkçe hukuki metinlerin sınıflandırılması için büyük dil modellerinin QLoRA tabanlı parametre verimli ince ayarı
Authors: Seda Bayat Toksöz , Gültekin Işık
Published: 2026 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1705788
FAVORITE 0 TOTAL DOWNLOAD COUNT 19

0

19

Efficient Plant Disease Detection with Limited Data: A Meta-Learning Approach Using MAML++ and ResNet Architectures
Authors: Metehan Gunde , Gültekin Işık
Published: 2026 , Journal of the Institute of Science and Technology
DOI: 10.21597/jist.1779163
FAVORITE 0 TOTAL DOWNLOAD COUNT 625

0

625

A Robust Apple Disease Classification Approach Using Vision Transformer-Based Meta-Learning
Authors: Metehan Gunde , Gültekin Işık
Published: 2025 , Journal of the Institute of Science and Technology
DOI: 10.21597/jist.1641204
FAVORITE 0 TOTAL DOWNLOAD COUNT 507

0

507

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 784

0

784

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 1129

0

1129

Improving Plant Disease Recognition Through Gradient-Based Few-shot Learning with Attention Mechanisms
Authors: Gültekin Işık
Published: 2023 , Journal of the Institute of Science and Technology
DOI: 10.21597/jist.1283491
FAVORITE 0 TOTAL DOWNLOAD COUNT 875

0

875

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 1348

0

1348

Turkish Dialect Recognition Using Acoustic and Phonotactic Features in Deep Learning Architectures
Authors: Gültekin Işık , Harun Artuner
Published: 2020 , Journal of Information Technologies
DOI: 10.17671/gazibtd.668023
FAVORITE 0 TOTAL DOWNLOAD COUNT 1636

0

1636

Uzun kısa-dönem bellekli sinir ağlarıyla prozodik açıdan türkçe ağız tanıma
Authors: Gültekin Işık , Harun Artuner
Published: 2019 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.453677
FAVORITE 0 TOTAL DOWNLOAD COUNT 1677

0

1677

Articles published in
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Journal of Information Technologies
Journal of Information Technologies
Journal of the Institute of Science and Technology
Journal of the Institute of Science and Technology
Editorship
Journal of the Institute of Science and Technology
Journal of the Institute of Science and Technology
Section Editor
Editorial Board Memberships
Journal of the Institute of Science and Technology
Journal of the Institute of Science and Technology

Reviews

Acta Infologica
Acta Infologica
Afyon Kocatepe University Journal of Science and Engineering
Afyon Kocatepe University Journal of Science and Engineering
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Computers and Informatics
Computers and Informatics
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
International Journal of Pure and Applied Sciences
International Journal of Pure and Applied Sciences
Journal of Information Technologies
Journal of Information Technologies
Journal of the Institute of Science and Technology
Journal of the Institute of Science and Technology
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Yönetim Bilişim Sistemleri Dergisi
Yönetim Bilişim Sistemleri Dergisi
Yuzuncu Yil University Journal of the Institute of Natural and Applied Sciences
Yuzuncu Yil University Journal of the Institute of Natural and Applied 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 784

1

0

784

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 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 1129

4

0

1129

Improving Plant Disease Recognition Through Gradient-Based Few-shot Learning with Attention Mechanisms
Authors: Gültekin Işık
Published: 2023 , Journal of the Institute of Science and Technology
DOI: 10.21597/jist.1283491
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 875

2

0

875

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 10 FAVORITE 0 TOTAL DOWNLOAD COUNT 1348

10

0

1348

Turkish Dialect Recognition Using Acoustic and Phonotactic Features in Deep Learning Architectures
Authors: Gültekin Işık , Harun Artuner
Published: 2020 , Journal of Information Technologies
DOI: 10.17671/gazibtd.668023
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 1636

5

0

1636

Uzun kısa-dönem bellekli sinir ağlarıyla prozodik açıdan türkçe ağız tanıma
Authors: Gültekin Işık , Harun Artuner
Published: 2019 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.453677
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 1677

5

0

1677

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