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Author

İlyas Özer

Observed names: Ilyas OZER, Ilyas Ozer, ÖZER, İLYAS, Özer, İlyas, İlyas ÖZER
ORCID: 0000-0003-2112-5497
Observed ORCID: 0000-0003-2112-5497
OpenAlex ID: A5037937185
Noise robust sound event classification with convolutional neural network
2017 · Ilyas Ozer, Zeynep Ozer, et al. · Neurocomputing · 95
A combined deep learning application for short term load forecasting
2021 · Ilyas Ozer, Serhat Berat Efe, et al. · Alexandria Engineering Journal · 82
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Pseudo-colored rate map representation for speech emotion recognition
2021 · Ilyas OZER · Biomedical Signal Processing and Control · 37
Improved machine learning performances with transfer learning to predicting need for hospitalization in arboviral infections against the small dataset
2021 · Ilyas Ozer, Onursal Cetin, et al. · Neural Computing and Applications · 36
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CNN / Bi‐LSTM‐based deep learning algorithm for classification of power quality disturbances by using spectrogram images
2021 · İlyas Özer, Serhat Berat Efe, et al. · International Transactions on Electrical Energy Systems · 33
Deep Learning Methods for Autism Spectrum Disorder Diagnosis Based on fMRI Images
2021 · Muhammed Ali Bayram, İlyas Özer, et al. · Sakarya University Journal of Computer and Information Sciences · 31
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Species-level microfossil identification for globotruncana genus using hybrid deep learning algorithms from the scratch via a low-cost light microscope imaging
2022 · Ilyas Ozer, Caner Kaya Ozer, et al. · Multimedia Tools and Applications · 21
Diacritic restoration of Turkish tweets with word2vec
2018 · Zeynep Ozer, Ilyas Ozer, et al. · Engineering Science and Technology an International Journal · 16
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Species-Level Microfossil Prediction for Globotruncana genus Using Machine Learning Models
2022 · Kutlucan Gorur, Caner Kaya Ozer, et al. · Arabian Journal for Science and Engineering · 14
Lanczos kernel based spectrogram image features for sound classification
2017 · Ilyas Ozer, Zeynep Ozer, et al. · Procedia Computer Science · 13
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Uzun Kısa Dönem Bellek Ağlarını Kullanarak Erken Aşama Diyabet Tahmini
2020 · İlyas ÖZER · Mühendislik Bilimleri ve Araştırmaları Dergisi · 9
Sensorless Position Estimation in Electromagnetic Launchers Using Recurrent Neural Networks with Repeated k-Fold Cross-Validation
2025 · Harun Özbay, İlyas Özer, et al. · Arabian Journal for Science and Engineering · 8
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Towards investigation of transfer learning framework for Globotruncanita genus and Globotruncana genus microfossils in Genus-Level and Species-Level prediction
2023 · Ilyas Ozer, Ismail Kocak, et al. · Engineering Science and Technology an International Journal · 5
Machine learning for thyroid cancer diagnosis
2023 · Feyzullah Temurtas, Kutlucan Gorur, et al. · Elsevier eBooks · 5
Experimental Design and Analysis of Adaptive LED Illumination System
2022 · Serhat Berat Efe, Harun Ozbay, et al. · Light & Engineering · 5
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Deep Learning Based Prediction of Power Quality Disturbances in Distribution Networks
2025 · Metin Akdeniz, İlyas Özer, et al. · International Journal of Energy and Smart Grid · 3
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The exploration of the transfer learning technique for Globotruncanita genus against the limited low-cost light microscope images
2024 · Ilyas Ozer, Ali Can Karaca, et al. · Signal Image and Video Processing · 3
LED Aydınlatma Sistemlerinde Derin Öğrenme Tabanlı Harmonik Tahminleme
2022 · İlyas ÖZER, Harun ÖZBAY, et al. · Mühendislik Bilimleri ve Araştırmaları Dergisi · 3
Twitter Platformundan Elde Edilen Türkçe Saldırgan Dil Derlemi
2022 · Şeyma ŞAHİNER YILMAZ, İlyas ÖZER, et al. · Mühendislik Bilimleri ve Araştırmaları Dergisi · 3
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Short-term forecasting of power quality distortions in electrical energy systems with long short-term memory and gated recurrent unit networks
2023 · İsmail Bozdağ, Serhat Berat Efe, et al. · Scientia Iranica · 2
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Elektronik Burun ve Makine Öğrenmesi Yöntemleri Kullanılarak Gıda Aromalarının Sınıflandırılması
2024 · İlyas Özer, Kutlucan Görür, et al. · Mühendislik Bilimleri ve Araştırmaları Dergisi · 1
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Classification of Urease Activity in Full-Fat Soybean Production by Extrusion Using Machine Learning Algorithms
2021 · İlyas ÖZER · Balkan Journal of Electrical and Computer Engineering · 1
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Interpretable EEG-Based Mission Type Recognition in Fighter Pilot Simulation Using Covariance-Based Learning
2026 · Mustafa Toprak Sen, Ilyas Ozer, et al. · Defence Science Journal
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A protocol-aware raw-signal transformer for measurement-valid benchmarking of electronic-nose drift and transfer
2026 · İlyas Özer, Harun Özbay, et al. · Measurement Science and Technology
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QKAN-EKF v4: Code, Protocols, Results, and Reproducibility Package for Learning-Aided Extended Kalman Filtering under Structural Model Mismatch
2026 · Doğan, Ömer, Özer, İlyas · Zenodo (CERN European Organization for Nuclear Research)
Works count: 45
Citation count: 426
H-index: 10
I10-index: 10
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