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Ersin Kaya

Observed names: Ersin KAYA, Kaya , Ersin, Kaya, Ersin
ORCID: 0000-0001-5668-5078
Observed ORCID: 0000-0001-5668-5078
OpenAlex ID: A5083303700
A comprehensive evaluation of oversampling techniques for enhancing text classification performance
2025 · Salimkan Fatma Taskiran, Bahaeddin Turkoglu, et al. · Scientific Reports · 103
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Training multi-layer perceptron with artificial algae algorithm
2020 · Bahaeddin Turkoglu, Ersin Kaya · Engineering Science and Technology an International Journal · 69
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DEBOHID: A differential evolution based oversampling approach for highly imbalanced datasets
2020 · Ersin Kaya, Sedat Korkmaz, et al. · Expert Systems with Applications · 59
Binary Artificial Algae Algorithm for feature selection
2022 · Bahaeddin Turkoglu, Sait Ali Uymaz, et al. · Applied Soft Computing · 57
Clustering analysis through artificial algae algorithm
2022 · Bahaeddin Turkoglu, Sait Ali Uymaz, et al. · International Journal of Machine Learning and Cybernetics · 36
Boosting the oversampling methods based on differential evolution strategies for imbalanced learning
2021 · Sedat Korkmaz, Mehmet Akif Şahman, et al. · Applied Soft Computing · 31
Chaos theory in metaheuristics
2023 · Bahaeddin Turkoglu, Sait Ali Uymaz, et al. · Elsevier eBooks · 19
Voice Analysis in Dogs with Deep Learning: Development of a Fully Automatic Voice Analysis System for Bioacoustics Studies
2024 · Mahmut Karaaslan, Bahaeddin Turkoglu, et al. · Sensors · 18
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BinGSO: galactic swarm optimization powered by binary artificial algae algorithm for solving uncapacitated facility location problems
2022 · Ersin Kaya · Neural Computing and Applications · 18
Boosting galactic swarm optimization with ABC
2018 · Ersin Kaya, Sait Ali Uymaz, et al. · International Journal of Machine Learning and Cybernetics · 18
Chaotic Artificial Algae Algorithm for Solving Global Optimization With Real-World Space Trajectory Design Problems
2024 · Bahaeddin Turkoglu, Sait Ali Uymaz, et al. · Arabian Journal for Science and Engineering · 17
Comparison of Meta-heuristic Algorithms on Benchmark Functions
2019 · FerdaNur Arıcı, Ersin Kaya · Academic Perspective Procedia · 12
A Novel Diversity Guided Galactic Swarm Optimization With Feedback Mechanism
2024 · Oguzhan Uymaz, Bahaeddin Turkoglu, et al. · IEEE Access · 10
A Diagnostic Fuzzy Rule-Based System For Congenital Heart Disease
2011 · Kaya, Ersin, Bulent Oran, et al. · Zenodo (CERN European Organization for Nuclear Research) · 6
Academic Text Clustering Using Natural Language Processing
2022 · Salimkan Fatma TAŞKIRAN, Ersin KAYA · Konya Journal of Engineering Sciences · 5
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Time series prediction with hierarchical recurrent model
2022 · Mustafa Mert Keskin, Fatih Irım, et al. · Signal Image and Video Processing · 5
Fuzzy Adaptive Whale Optimization Algorithm for Numeric Optimization
2021 · Ersin Kaya, Alper Kılıç, et al. · Malaysian Journal of Computer Science · 5
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An improved binary artificial bee colony algorithm
2017 · Ersin Kaya, Mustafa Servet Kiran · International Conference on ICT and Knowledge Engineering · 5
A Comprehensive Study of Parameters Analysis for Galactic Swarm Optimization
2021 · Ersin Kaya · International Journal of Intelligent Systems and Applications in Engineering · 4
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Güçlendirme Bağlamında İnternetin Hasta-Hekim İlişkilerine Etkisi
2009 · Ayşe Tekin, Ersin Kaya, et al. · DergiPark (Istanbul University) · 4
Galactic swarm optimization using artificial bee colony algorithm
2017 · Ersin Kaya, Ismail Babaoglu, et al. · International Conference on ICT and Knowledge Engineering · 2
Combining machine learning and metaheuristics optimizing for 3PLs’ daily payment schedules in logistics
2026 · Sait Ali Uymaz, Ersin Kaya, et al. · Engineering Science and Technology an International Journal · 1
Detection of Peak Points for Wear Control of Band Saw Blades
2024 · Oğuzhan UYMAZ, Ersin KAYA, et al. · Innovations in Intelligent Systems and Applications Conference (ASYU) · 1
RTC-DETR234: Real-Time CBAM Detection Transformer 234—Diagnostic Detection of Band Sawtooth and Fractures
2026 · Oğuzhan Uymaz, Ersin Kaya, et al. · Applied Sciences
The Effect of SMOTE Sampling Ratios on Class Imbalance Performance of Ensemble Learning Models
2026 · SARI, Hafize Nur, Taşkıran , Salimkan Fatma, et al. · International Journal of Advanced Natural Sciences and Engineering Researches
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Works count: 39
Citation count: 505
H-index: 12
I10-index: 13
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