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Fatma Akalın Asst. Prof. Dr. SAKARYA ÜNİVERSİTESİ
Publication 14 Review 16 CrossRef Cited 20 TR Dizin Cited 20
14 Publication
16 Review
20 CrossRef Cited
20 TR Dizin Cited
0000-0001-6670-915X
57613590300

Research Fields

Image Processing Artificial Intelligence Data Mining and Knowledge Discovery Bioinformatics and Computational Biology

Institution

SAKARYA ÜNİVERSİTESİ

Publications

Heartbeat Detection on Lightweight Architectures Using an Improved Deep Learning Model by Integration of Attention Mechanisms and Dynamic Activation Function
Authors: Fatma Akalın
Published: 2026 , Artificial Intelligence Theory and Applications
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 271

0

271

AUTOMATIC CLASSIFICATION SYSTEM FOR PERIAPICAL LESIONS WITH THE TOOTHNET CNN ARCHITECTURE INTEGRATING THE PROPOSED HYBRID ACTIVATION FUNCTION ON CBCT SCANS
Authors: Fatma Akalın , Yasin Özkan
Published: 2026 , Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
DOI: 10.17780/ksujes.1760369
FAVORITE 0 TOTAL DOWNLOAD COUNT 772

0

772

MPOX SKIN LESION DETECTION MODEL BY IMPROVED DEEP LEARNING MODEL
Authors: Fatma Akalın , Yasin Özkan
Published: 2026 , Konya Journal of Engineering Sciences
DOI: 10.36306/konjes.1627267
FAVORITE 0 TOTAL DOWNLOAD COUNT 544

0

544

Pattern Recognition in Blast Cells by Improved Image Processing Techniques
Authors: Fatma Akalın , Mehmet Fatih Orhan
Published: 2025 , Gazi University Journal of Science Part A: Engineering and Innovation
DOI: 10.54287/gujsa.1735961
FAVORITE 0 TOTAL DOWNLOAD COUNT 617

0

617

Synthetic Data Generation with Modified Artificial Bee Colony Optimization Algorithm and Statistical Modeling
Authors: Fatma Akalın
Published: 2024 , Journal of the Institute of Science and Technology
DOI: 10.21597/jist.1495455
FAVORITE 0 TOTAL DOWNLOAD COUNT 690

0

690

Classification of Exon and Intron Regions on DNA Sequences with Hybrid Use of SBERT and ANFIS Approaches
Authors: Fatma Akalın , Nejat Yumuşak
Published: 2024 , Journal of Polytechnic
DOI: 10.2339/politeknik.1187808
FAVORITE 0 TOTAL DOWNLOAD COUNT 2926

0

2926

Detection of gastrointestinal anomalies with a deep learning-based ensemble classifier approach
Authors: Fatma Akalın , Nejat Yumuşak
Published: 2024 , Pamukkale University Journal of Engineering Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 781

0

781

DETECTION OF EXON AND INTRON REGIONS IN DNA SEQUENCES BY THE PROPOSED HASHING FUNCTION
Authors: Fatma Akalın , Nejat Yumuşak
Published: 2023 , Journal of Scientific Reports-A
DOI: 10.59313/jsr-a.1281084
FAVORITE 0 TOTAL DOWNLOAD COUNT 775

0

775

Development of a New Synthetic Data Generation Approach Based on Genetic Algorithm
Authors: Fatma Akalın
Published: 2023 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1333258
FAVORITE 0 TOTAL DOWNLOAD COUNT 2211

0

2211

Classification of T-ALL, B-ALL and T-LL Malignancies Using Adaptive Network-Based Fuzzy Inference System Approach Combined with Nature-Inspired Optimization on Microarray Dataset
Authors: Fatma Akalın , Nejat Yumuşak
Published: 2023 , Afyon Kocatepe University Journal of Science and Engineering
DOI: 10.35414/akufemubid.1259929
FAVORITE 0 TOTAL DOWNLOAD COUNT 781

0

781

Mikrodizi veri kümesindeki ALL, AML ve MLL lösemi türlerine ilişkin gen anomalilerinin LSTM sinir ağı ile sınıflandırılması
Authors: Fatma Akalın , Nejat Yumuşak
Published: 2023 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1064693
FAVORITE 0 TOTAL DOWNLOAD COUNT 2329

0

2329

A Decision Support System For Detecting Stage In Hodgkin Lymphoma Patients Using Artificial Neural Network and Optimization Algorithms
Authors: Fatma Akalın , Mehmet Fatih Orhan , Mustafa Buyukavci
Published: 2022 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis...1210786
FAVORITE 0 TOTAL DOWNLOAD COUNT 1273

0

1273

Lösemi hastalığının temel türlerinden ALL ve KML malignitelerinin grafik sinir ağları ve bulanık mantık algoritması ile sınıflandırılması
Authors: Fatma Akalın , Nejat Yumuşak
Published: 2022 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1022624
FAVORITE 0 TOTAL DOWNLOAD COUNT 1705

0

1705

DNA genom dizilimi üzerinde dijital sinyal işleme teknikleri kullanılarak elde edilen ekson ve intron bölgelerinin EfficientNetB7 mimarisi ile sınıflandırılması
Authors: Fatma Akalın , Nejat Yumuşak
Published: 2022 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.900987
FAVORITE 0 TOTAL DOWNLOAD COUNT 3545

0

3545

Articles published in
Afyon Kocatepe University Journal of Science and Engineering
Afyon Kocatepe University Journal of Science and Engineering
Artificial Intelligence Theory and Applications
Artificial Intelligence Theory and Applications
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Gazi University Journal of Science Part A: Engineering and Innovation
Gazi University Journal of Science Part A: Engineering and Innovation
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Journal of Polytechnic
Journal of Polytechnic
Journal of Scientific Reports-A
Journal of Scientific Reports-A
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
Konya Journal of Engineering Sciences
Konya Journal of Engineering Sciences
Pamukkale University Journal of Engineering Sciences
Pamukkale University Journal of Engineering Sciences
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Editorship
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Section Editor
Editorial Board Memberships
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences

Reviews

Artificial Intelligence Theory and Applications
Artificial Intelligence Theory and Applications
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
Eskişehir Türk Dünyası Uygulama ve Araştırma Merkezi Bilişim Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Journal of Biotechnology and Strategic Health Research
Journal of Biotechnology and Strategic Health Research
Journal of Information Technologies
Journal of Information Technologies
Journal of Intelligent Systems: Theory and Applications
Journal of Intelligent Systems: Theory and Applications
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
Sakarya University Journal of Science
Sakarya University Journal of Science

Publications

Classification of Exon and Intron Regions on DNA Sequences with Hybrid Use of SBERT and ANFIS Approaches
Authors: Fatma Akalın , Nejat Yumuşak
Published: 2024 , Journal of Polytechnic
DOI: 10.2339/politeknik.1187808
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 2926

3

0

2926

Development of a New Synthetic Data Generation Approach Based on Genetic Algorithm
Authors: Fatma Akalın
Published: 2023 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1333258
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 2211

1

0

2211

Classification of T-ALL, B-ALL and T-LL Malignancies Using Adaptive Network-Based Fuzzy Inference System Approach Combined with Nature-Inspired Optimization on Microarray Dataset
Authors: Fatma Akalın , Nejat Yumuşak
Published: 2023 , Afyon Kocatepe University Journal of Science and Engineering
DOI: 10.35414/akufemubid.1259929
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 781

1

0

781

Mikrodizi veri kümesindeki ALL, AML ve MLL lösemi türlerine ilişkin gen anomalilerinin LSTM sinir ağı ile sınıflandırılması
Authors: Fatma Akalın , Nejat Yumuşak
Published: 2023 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1064693
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 2329

4

0

2329

A Decision Support System For Detecting Stage In Hodgkin Lymphoma Patients Using Artificial Neural Network and Optimization Algorithms
Authors: Fatma Akalın , Mehmet Fatih Orhan , Mustafa Buyukavci
Published: 2022 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis...1210786
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1273

1

0

1273

Lösemi hastalığının temel türlerinden ALL ve KML malignitelerinin grafik sinir ağları ve bulanık mantık algoritması ile sınıflandırılması
Authors: Fatma Akalın , Nejat Yumuşak
Published: 2022 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1022624
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 1705

4

0

1705

DNA genom dizilimi üzerinde dijital sinyal işleme teknikleri kullanılarak elde edilen ekson ve intron bölgelerinin EfficientNetB7 mimarisi ile sınıflandırılması
Authors: Fatma Akalın , Nejat Yumuşak
Published: 2022 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.900987
CITED 6 FAVORITE 0 TOTAL DOWNLOAD COUNT 3545

6

0

3545

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