Ayça Çakmak Pehlivanlı profile image
Ayça Çakmak Pehlivanlı Prof. Dr. MIMAR SINAN FINE ARTS UNIVERSITY, FACULTY OF SCIENCE AND LETTERS
Publication 6 Review 5 CrossRef Cited 10 TR Dizin Cited 3
6 Publication
5 Review
10 CrossRef Cited
3 TR Dizin Cited
0000-0001-9884-6538

Research Fields

Machine Learning Statistics Semi- and Unsupervised Learning Biostatistics Reinforcement Learning Statistical Analysis Data Mining and Knowledge Discovery Applied Statistics

Institution

MIMAR SINAN FINE ARTS UNIVERSITY, FACULTY OF SCIENCE AND LETTERS

Publications

Statistical Learning-Based Prediction of Estrogen Receptor Alpha (ERα) Inhibitor Activities
Authors: Fatma Karateke , Bilge Özlüer Başer , Ayça Çakmak Pehlivanlı
Published: 2026 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.1753085
FAVORITE 0 TOTAL DOWNLOAD COUNT 15

0

15

A Hybrid Metaheuristic based Feature Selection Framework for In-silico Mutagenicity Prediction
Authors: Özlem Yılmaz , Enis Gumustas , Ayça Çakmak Pehlivanlı
Published: 2024 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.1468153
FAVORITE 0 TOTAL DOWNLOAD COUNT 512

0

512

Statistical Evaluation of Ensemble Learning Outcomes for Missing Value Problem in Imbalanced Class Distribution
Authors: Enis Gumustas , Ayça Çakmak Pehlivanlı
Published: 2023 , Süleyman Demirel University Journal of Natural and Applied Sciences
DOI: 10.19113/sdufenbed.1090596
FAVORITE 0 TOTAL DOWNLOAD COUNT 1038

0

1038

Hybrid Explainable Artifical Intelligence Design and LIME Application
Authors: Ayça Çakmak Pehlivanlı , Rahmi Ahmet Selim Deliloğlu
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.959030
FAVORITE 0 TOTAL DOWNLOAD COUNT 4995

0

4995

Statistical Learning Model for In-Silico Mutagenicity Prediction
Authors: Enis Gümüştaş , Ayça Çakmak Pehlivanlı
Published: 2021 , Süleyman Demirel University Journal of Natural and Applied Sciences
DOI: 10.19113/sdufenbed.867067
FAVORITE 0 TOTAL DOWNLOAD COUNT 1677

0

1677

Feature selection for drug discovery with hybrid usage of binary particle swarm optimization and support vector machines
Authors: Nilay Subaş, Ayça Çakmak Pehlivanlı
Published: 2021 , Gümüşhane University Journal of Science and Technology
DOI: 10.17714/gumusfenbil.776329
FAVORITE 0 TOTAL DOWNLOAD COUNT 1304

0

1304

Articles published in
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Gümüşhane University Journal of Science and Technology
Gümüşhane University Journal of Science and Technology
Journal of Intelligent Systems: Theory and Applications
Journal of Intelligent Systems: Theory and Applications
Süleyman Demirel University Journal of Natural and Applied Sciences
Süleyman Demirel University Journal of Natural and Applied Sciences

Reviews

Afyon Kocatepe University Journal of Science and Engineering
Afyon Kocatepe University Journal of Science and Engineering
International Journal of Advances in Engineering and Pure Sciences
International Journal of Advances in Engineering and Pure Sciences
Konya Journal of Engineering Sciences
Konya Journal of Engineering Sciences
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi

Publications

A Hybrid Metaheuristic based Feature Selection Framework for In-silico Mutagenicity Prediction
Authors: Özlem Yılmaz , Enis Gumustas , Ayça Çakmak Pehlivanlı
Published: 2024 , Journal of Intelligent Systems: Theory and Applications
DOI: 10.38016/jista.1468153
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 512

1

0

512

Hybrid Explainable Artifical Intelligence Design and LIME Application
Authors: Ayça Çakmak Pehlivanlı , Rahmi Ahmet Selim Deliloğlu
Published: 2021 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.959030
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 4995

5

0

4995

Statistical Learning Model for In-Silico Mutagenicity Prediction
Authors: Enis Gümüştaş , Ayça Çakmak Pehlivanlı
Published: 2021 , Süleyman Demirel University Journal of Natural and Applied Sciences
DOI: 10.19113/sdufenbed.867067
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1677

1

0

1677

Feature selection for drug discovery with hybrid usage of binary particle swarm optimization and support vector machines
Authors: Nilay Subaş, Ayça Çakmak Pehlivanlı
Published: 2021 , Gümüşhane University Journal of Science and Technology
DOI: 10.17714/gumusfenbil.776329
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1304

3

0

1304

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