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Hüseyin Aydilek Asst. Prof. Dr. KIRIKKALE ÜNİVERSİTESİ, MÜHENDİSLİK VE MİMARLIK FAKÜLTESİ
Publication 18 Review 30 CrossRef Cited 14 TR Dizin Cited 2
18 Publication
30 Review
14 CrossRef Cited
2 TR Dizin Cited
0000-0003-3051-4259

Research Fields

Image Processing Artificial Intelligence Deep Learning Fuzzy Computation Information and Computing Sciences Artificial Intelligence (Other) Machine Vision Computer Software Machine Learning Electrical Engineering Big Data Embedded Systems

Institution

KIRIKKALE ÜNİVERSİTESİ, MÜHENDİSLİK VE MİMARLIK FAKÜLTESİ

Popular Publications

IoT based Smart Home Testbed using MQTT Communication Protocol
Authors: Fikret Yalçınkaya, Hüseyin Aydilek , Mustafa Yasin Erten , Nihat İnanç
Published: 2020 , International Journal of Engineering Research and Development
DOI: 10.29137/umagd.654056
CITED 5 FAVORITE 1 TOTAL DOWNLOAD COUNT 3597

5

1

3597

Publications

Hyperspectral Image Super-Resolution Using a Hybrid Method Combining Deep Learning and Sparse Representation
Authors: Hüseyin Aydilek , Nihat İnanç
Published: 2026 , Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
DOI: 10.65520/erciyesfen.1971600
FAVORITE 0 TOTAL DOWNLOAD COUNT 139

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139

LONG-TERM AIR QUALITY (PM2.5) PREDICTION USING DEEP LEARNING-BASED TEMPORAL CONVOLUTIONAL NETWORKS
Authors: Vakkas Doğan , Mustafa Yasin Erten , Hüseyin Aydilek
Published: 2026 , Journal of Engineering Sciences and Design
DOI: 10.21923/jesd.1902759
FAVORITE 0 TOTAL DOWNLOAD COUNT 400

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400

KUBIT AI: A RETRIEVAL AUGMENTED GENERATION BASED INTELLIGENT CHATBOT SYSTEM FOR KIRIKKALE UNIVERSTY STUDENT SERVICES
Authors: Musa Balcı , Mustafa Yasin Erten , Hüseyin Aydilek
Published: 2026 , Enginoscope
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 441

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441

Advancing mask detection with attention-driven and bayesian-optimized ensemble models
Authors: Musa Balcı , Andaç Fındıkçı , Mustafa Yasin Erten , Hüseyin Aydilek
Published: 2026 , Nigde Omer Halisdemir University Journal of Engineering Sciences
DOI: 10.28948/ngumuh.1767952
FAVORITE 0 TOTAL DOWNLOAD COUNT 404

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404

Reliable Node-Based Cyber Resilient Distributed Economic Dispatch for Smart Grids
Authors: Tolga Şen , Mustafa Yasin Erten , Hüseyin Aydilek
Published: 2026 , Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
DOI: 10.65520/erciyesfen.1832165
FAVORITE 0 TOTAL DOWNLOAD COUNT 452

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452

Multi-step hourly electrical load forecasting for a single household: A hybrid deep learning approach based on CNN, BiGRU, and Attention Mechanism
Authors: Havva Nur Patat , Mustafa Yasin Erten , Hüseyin Aydilek
Published: 2026 , International Journal of Energy Studies
DOI: 10.58559/ijes.1826202
FAVORITE 0 TOTAL DOWNLOAD COUNT 670

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670

Ensemble Deep Networks for Freshness Classification of Fruits and Vegetables with CBAM and Bayesian Optimization
Authors: Andaç Fındıkçı , Mustafa Yasin Erten , Hüseyin Aydilek , Musa Balcı , Mustafa Ceylan
Published: 2026 , Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
DOI: 10.47495/okufbed.1718887
FAVORITE 0 TOTAL DOWNLOAD COUNT 452

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452

An Ensemble-Based Deep Learning Framework for Efficient Soiling Detection on Photovoltaic Panels
Authors: Musa Balcı , Andaç Fındıkçı , Mustafa Yasin Erten , Hüseyin Aydilek
Published: 2026 , Turkish Journal of Electrical Power and Energy Systems
DOI: 10.5152/tepes.2025.25020
FAVORITE 0 TOTAL DOWNLOAD COUNT 581

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581

Segmentation-enhanced ensemble deep learning for animal species classification
Authors: Mustafa Ceylan , Andaç Fındıkçı , Mustafa Yasin Erten , Hüseyin Aydilek
Published: 2026 , Journal of Innovative Engineering and Natural Science
DOI: 10.61112/jiens.1720934
FAVORITE 0 TOTAL DOWNLOAD COUNT 433

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433

Sign Language Recognition with Ensemble Learning and Bayesian Optimization: A Deep Learning-Based Approach
Authors: Andaç Fındıkçı , Musa Balcı , Hüseyin Aydilek , Mustafa Yasin Erten
Published: 2025 , International Journal of Pure and Applied Sciences
DOI: 10.29132/ijpas.1637971
FAVORITE 0 TOTAL DOWNLOAD COUNT 495

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495

Ensemble Learning Approach on MNIST/Fashion MNIST Dataset Using Weighted Majority Voting
Authors: Buğra Hatipoğlu , Hüseyin Aydilek , Mustafa Yasin Erten , Fikret Yalçınkaya , Murat Lüy
Published: 2025 , Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
DOI: 10.47495/okufbed.1635821
FAVORITE 0 TOTAL DOWNLOAD COUNT 618

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618

Fish Species Classification with Deep Learning and Bayesian Optimization: Effectiveness and Comparative Results
Authors: Hüseyin Aydilek , Mustafa Yasin Erten
Published: 2025 , International Journal of Pure and Applied Sciences
DOI: 10.29132/ijpas.1637721
FAVORITE 0 TOTAL DOWNLOAD COUNT 676

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676

Ultrasonic Therapy Device Using Fuzzy-Logic for Clinical Use
Authors: Fikret Yalçınkaya , Ata Sevinc , Hüseyin Aydilek , Ali Erbaş
Published: 2023 , International Journal of Engineering Research and Development
DOI: 10.29137/umagd.1310831
FAVORITE 0 TOTAL DOWNLOAD COUNT 1795

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1795

Solar Power Prediction using Regression Models
Authors: Mustafa Yasin Erten , Hüseyin Aydilek
Published: 2022 , International Journal of Engineering Research and Development
DOI: 10.29137/umagd.1100957
FAVORITE 0 TOTAL DOWNLOAD COUNT 6167

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6167

Learning Based Super Resolution Application for Hyperspectral Images
Authors: Hüseyin Aydilek , Nihat İnanç
Published: 2021 , International Scientific and Vocational Studies Journal
DOI: 10.47897/bilmes.1049338
FAVORITE 0 TOTAL DOWNLOAD COUNT 1185

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1185

IoT based Smart Home Testbed using MQTT Communication Protocol
Authors: Fikret Yalçınkaya, Hüseyin Aydilek , Mustafa Yasin Erten , Nihat İnanç
Published: 2020 , International Journal of Engineering Research and Development
DOI: 10.29137/umagd.654056
FAVORITE 1 TOTAL DOWNLOAD COUNT 3597

1

3597

Electrical Vehicles Charging Coordination by Fuzzy Logical System
Authors: Meral Kılıçarslan, Volkan Ateş , Hüseyin Aydilek , Ertuğrul Çam
Published: 2018 , International Journal of Engineering Research and Development
DOI: 10.29137/umagd.426804
FAVORITE 0 TOTAL DOWNLOAD COUNT 1792

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1792

COMPARING TIME SERIES FORECASTING METHODS TO ESTIMATE WIND SPEED IN KIRIKKALE REGION
Authors: Mustafa Yasin Erten , Hüseyin Aydilek , Ertuğrul Çam , Nihat İnanç
Published: 2018 , Technological Applied Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1527

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1527

Articles published in
Enginoscope
Enginoscope
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
International Journal of Energy Studies
International Journal of Energy Studies
International Journal of Engineering Research and Development
International Journal of Engineering Research and Development
International Journal of Pure and Applied Sciences
International Journal of Pure and Applied Sciences
International Scientific and Vocational Studies Journal
International Scientific and Vocational Studies Journal
Journal of Engineering Sciences and Design
Journal of Engineering Sciences and Design
Journal of Innovative Engineering and Natural Science
Journal of Innovative Engineering and Natural Science
Nigde Omer Halisdemir University Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Technological Applied Sciences
Technological Applied Sciences
Turkish Journal of Electrical Power and Energy Systems
Turkish Journal of Electrical Power and Energy Systems

Reviews

Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Ejovoc (Electronic Journal of Vocational Colleges)
Ejovoc (Electronic Journal of Vocational Colleges)
Enginoscope
Enginoscope
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
International Journal of Automotive Science And Technology
International Journal of Automotive Science And Technology
International Journal of Engineering Research and Development
International Journal of Engineering Research and Development
International Scientific and Vocational Studies Journal
International Scientific and Vocational Studies Journal
Journal of Balıkesir University Institute of Science and Technology
Journal of Balıkesir University Institute of Science and Technology
Journal of Hendese Technical Sciences and Engineering
Journal of Hendese Technical Sciences and Engineering
Journal of Innovative Engineering and Natural Science
Journal of Innovative Engineering and Natural Science
Karamanoglu Mehmetbey University Journal of Engineering and Natural Sciences
Karamanoglu Mehmetbey University Journal of Engineering and Natural Sciences
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Sivas Cumhuriyet Üniversitesi Mühendislik Fakültesi Dergisi
Sivas Cumhuriyet Üniversitesi Mühendislik Fakültesi Dergisi
Turkish Journal of Engineering Research and Education
Turkish Journal of Engineering Research and Education
Turkish Journal of Unmanned Aerial Vehicles
Turkish Journal of Unmanned Aerial Vehicles

Publications

Fish Species Classification with Deep Learning and Bayesian Optimization: Effectiveness and Comparative Results
Authors: Hüseyin Aydilek , Mustafa Yasin Erten
Published: 2025 , International Journal of Pure and Applied Sciences
DOI: 10.29132/ijpas.1637721
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 676

1

0

676

Ultrasonic Therapy Device Using Fuzzy-Logic for Clinical Use
Authors: Fikret Yalçınkaya , Ata Sevinc , Hüseyin Aydilek , Ali Erbaş
Published: 2023 , International Journal of Engineering Research and Development
DOI: 10.29137/umagd.1310831
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1795

1

0

1795

Solar Power Prediction using Regression Models
Authors: Mustafa Yasin Erten , Hüseyin Aydilek
Published: 2022 , International Journal of Engineering Research and Development
DOI: 10.29137/umagd.1100957
CITED 7 FAVORITE 0 TOTAL DOWNLOAD COUNT 6167

7

0

6167

IoT based Smart Home Testbed using MQTT Communication Protocol
Authors: Fikret Yalçınkaya, Hüseyin Aydilek , Mustafa Yasin Erten , Nihat İnanç
Published: 2020 , International Journal of Engineering Research and Development
DOI: 10.29137/umagd.654056
CITED 5 FAVORITE 1 TOTAL DOWNLOAD COUNT 3597

5

1

3597

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