Anıl Utku profile image
Anıl Utku Assoc. Prof. Dr. MUNZUR ÜNİVERSİTESİ
Publication 32 Review 82 CrossRef Cited 26 TR Dizin Cited 27
32 Publication
82 Review
26 CrossRef Cited
27 TR Dizin Cited
0000-0002-7240-8713

Research Fields

Natural Language Processing Information and Computing Sciences Deep Learning Machine Vision Computing Applications in Health

Institution

MUNZUR ÜNİVERSİTESİ

Popular Publications

Covid-19'un Yayılım Tahminine Yönelik Makine Öğrenmesi ve Derin Öğrenme Tabanlı Karşılaştırmalı Bir Analiz: Türkiye İçin Örnek Bir Çalışma
Authors: Anıl Utku , Ümit Can
Published: 2022 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1125609
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 773

0

1

773

Derin Öğrenme Tabanlı Trafik Yoğunluğu Tahmini: İstanbul İçin Bir Vaka Çalışması
Authors: Anıl Utku
Published: 2023 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.1139534
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 2536

2

1

2536

Analysis and Prediction of Traffic Accidents with Machine Learning Methods: A Case Study for Kahramanmaraş
Authors: Hüseyin Bolat , Melih Yücesan , Anıl Utku
Published: 2022 , International Journal of Pure and Applied Sciences
DOI: 10.29132/ijpas.1163115
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 2619

0

1

2619

Deep Learning Based an Efficient Hybrid Model for Urban Traffic Prediction
Authors: Anıl Utku
Published: 2023 , Journal of Information Technologies
DOI: 10.17671/gazibtd.1167140
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 912

1

1

912

A HYBRID CONVLSTM MODEL FOR EARTHQUAKE LEVEL CLASSIFICATION: A COMPARATIVE ANALYSIS
Authors: Anıl Utku
Published: 2024 , Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
DOI: 10.17780/ksujes.1467269
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 696

0

1

696

Publications

Hybrid Deep Learning Model for Predicting the Contribution of SMEs to the Economy: A Case Study for Turkey
Authors: Anıl Utku , Ali Sevinç , M. Ali Akcayol
Published: 2025 , Journal of Soft Computing and Artificial Intelligence
DOI: 10.55195/jscai.1757092
FAVORITE 0 TOTAL DOWNLOAD COUNT 132

0

132

Artificial Intelligence-Driven Risk Assessment in Civil Engineering Projects: A Comparative Analysis of Machine Learning Models
Authors: Anıl Utku
Published: 2025 , Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 604

0

604

Hybrid ConvViT model for classification of dental radiography images
Authors: Anıl Utku
Published: 2025 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1551005
FAVORITE 0 TOTAL DOWNLOAD COUNT 237

0

237

Enhancing water quality prediction with artificial intelligence: A hybrid convlstm model for spatio-temporal analysis
Authors: Esen Damla Balo Utku , Anıl Utku , Banu Kutlu
Published: 2025 , International Advanced Researches and Engineering Journal
DOI: 10.35860/iarej.1679575
FAVORITE 0 TOTAL DOWNLOAD COUNT 377

0

377

LSTM Based Deep Learning Model for Air Temperature Prediction
Authors: Anıl Utku , Sema Kayapınar Kaya
Published: 2025 , Natural and Applied Sciences Journal
DOI: 10.38061/idunas.1596669
FAVORITE 0 TOTAL DOWNLOAD COUNT 228

0

228

Hybrid GA-ConvLSTM Model for Predicting the Transmission Pattern of COVID-19: A Case Study for Shanghai Cooperation Organisation
Authors: Anıl Utku
Published: 2025 , Journal of Information Systems and Management Research
DOI: 10.59940/jismar.1604942
FAVORITE 0 TOTAL DOWNLOAD COUNT 180

0

180

A Comparative Analysis of Machine Learning and Deep Learning Methods for Spam Detection from YouTube Comments
Authors: Anıl Utku
Published: 2025 , Bingol University Journal of Technical Science
DOI: 10.5281/zenodo.15719417
FAVORITE 0 TOTAL DOWNLOAD COUNT 380

0

380

Hybrid CNN-LSTM Model for Accurate Long-Term and Short-Term Temperature Prediction: A Case Study for Bingöl and Tunceli
Authors: Anıl Utku
Published: 2024 , International Journal of Pure and Applied Sciences
DOI: 10.29132/ijpas.1548698
FAVORITE 0 TOTAL DOWNLOAD COUNT 531

0

531

Prediction of Mechanical Properties of Synthetic Waste Reinforced Polyolefins with GA-LSTM Hybrid Model
Authors: Anıl Utku , Yılmaz Kısmet , Ümit Can
Published: 2024 , Mus Alparslan University Journal of Science
DOI: 10.18586/msufbd.1535577
FAVORITE 0 TOTAL DOWNLOAD COUNT 297

0

297

Hybrid CNN-LSTM Model for Fake News Detection
Authors: Anıl Utku
Published: 2024 , NATURENGS
DOI: 10.46572/naturengs.1571897
FAVORITE 0 TOTAL DOWNLOAD COUNT 1172

0

1172

Güvenlik Duvarlarındaki Ağ Trafiği Log Kayıtlarının Analizinde Açıklanabilir Yapay Zekâ ve Derin Sinir Ağlarının Kullanımı: Karşılaştırmalı Bir Analiz
Authors: Anıl Utku
Published: 2024 , Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 301

0

301

Rüzgâr Hızı Tahminine Yönelik Hibrit ConvLSTM Modeli: Hindistan'ın En Yüksek Rüzgâr Hızına Sahip Şehirleri İçin Bir Vaka Çalışması
Authors: Anıl Utku , Sinem Akyol
Published: 2024 , Mus Alparslan University Journal of Science
DOI: 10.18586/msufbd.1561443
FAVORITE 0 TOTAL DOWNLOAD COUNT 356

0

356

A Hybrid CNN-LSTM Model for Predicting Energy Consumption and Production Across Multiple Energy Sources
Authors: Mahmut Kaya , Anıl Utku , Yavuz Canbay
Published: 2024 , Journal of Soft Computing and Artificial Intelligence
DOI: 10.55195/jscai.1577431
FAVORITE 0 TOTAL DOWNLOAD COUNT 722

0

722

A HYBRID CONVLSTM MODEL FOR EARTHQUAKE LEVEL CLASSIFICATION: A COMPARATIVE ANALYSIS
Authors: Anıl Utku
Published: 2024 , Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
DOI: 10.17780/ksujes.1467269
FAVORITE 1 TOTAL DOWNLOAD COUNT 696

1

696

Hybrid ConvGRU Model for Prediction of Climate Variables of Touristic Cities in India
Authors: Anıl Utku
Published: 2024 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1480346
FAVORITE 0 TOTAL DOWNLOAD COUNT 386

0

386

Hybrid Deep Learning Model for Earthquake Time Prediction
Authors: Anıl Utku , M. Ali Akcayol
Published: 2024 , Gazi University Journal of Science
DOI: 10.35378/gujs.1364529
FAVORITE 0 TOTAL DOWNLOAD COUNT 1452

0

1452

Neural Network Based a Comparative Analysis for Customer Churn Prediction
Authors: Anıl Utku , M. Ali Akcayol
Published: 2024 , Mus Alparslan University Journal of Science
DOI: 10.18586/msufbd.1466246
FAVORITE 0 TOTAL DOWNLOAD COUNT 672

0

672

Hybrid ConvLSTM Model for Evaluating the Performance of SMEs in The Software Sector
Authors: Anıl Utku
Published: 2024 , NATURENGS
DOI: 10.46572/naturengs.1475626
FAVORITE 0 TOTAL DOWNLOAD COUNT 375

0

375

An Effective Hybrid Model for Predicting Air Quality of Ankara
Authors: Anıl Utku , Ümit Can
Published: 2024 , NATURENGS
DOI: 10.46572/naturengs.1411983
FAVORITE 0 TOTAL DOWNLOAD COUNT 483

0

483

Hybrid CNN-LSTM Model for Air Quality Prediction: A Case Study for Gurugram
Authors: Anıl Utku
Published: 2024 , Journal of Soft Computing and Artificial Intelligence
DOI: 10.55195/jscai.1469468
FAVORITE 0 TOTAL DOWNLOAD COUNT 398

0

398

A Comparative Study for Privacy-Aware Recommendation Systems
Authors: Yavuz Canbay , Anıl Utku
Published: 2024 , Gazi University Journal of Science Part A: Engineering and Innovation
DOI: 10.54287/gujsa.1393692
FAVORITE 0 TOTAL DOWNLOAD COUNT 786

0

786

Machine Learning Based a Comparative Analysis for Detecting Tweets of Earthquake Victims Asking for Help in The 2023 Turkey-Syria Earthquake
Authors: Anıl Utku , Ümit Can
Published: 2024 , Journal of Soft Computing and Artificial Intelligence
DOI: 10.55195/jscai.1365639
FAVORITE 0 TOTAL DOWNLOAD COUNT 519

0

519

Deep Learning Based Model for Predicting the Contribution of SMEs to the Economy
Authors: Anıl Utku , Ali Sevinç , M. Ali Akcayol
Published: 2023 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1340992
FAVORITE 0 TOTAL DOWNLOAD COUNT 647

0

647

Derin Öğrenme Tabanlı Trafik Yoğunluğu Tahmini: İstanbul İçin Bir Vaka Çalışması
Authors: Anıl Utku
Published: 2023 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.1139534
FAVORITE 1 TOTAL DOWNLOAD COUNT 2536

1

2536

Machine Learning Based A Comparative Analysis for Predicting Intensive Care Unit Admission of COVID-19 Cases
Authors: Anıl Utku , Ümit Can
Published: 2023 , NATURENGS
DOI: 10.46572/naturengs.1286352
FAVORITE 0 TOTAL DOWNLOAD COUNT 462

0

462

Deep Learning Based an Efficient Hybrid Model for Urban Traffic Prediction
Authors: Anıl Utku
Published: 2023 , Journal of Information Technologies
DOI: 10.17671/gazibtd.1167140
FAVORITE 1 TOTAL DOWNLOAD COUNT 912

1

912

A Deep Learning Based Prediction Model for Predicting the Covid-19 Vaccination Process
Authors: Anıl Utku , Ümit Can
Published: 2022 , International Journal of Pure and Applied Sciences
DOI: 10.29132/ijpas.1125729
FAVORITE 0 TOTAL DOWNLOAD COUNT 616

0

616

Machine Learning-Based Effective Malicious Web Page Detection
Authors: Anıl Utku , Ümit Can
Published: 2022 , International Journal of Information Security Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1370

0

1370

Analysis and Prediction of Traffic Accidents with Machine Learning Methods: A Case Study for Kahramanmaraş
Authors: Hüseyin Bolat , Melih Yücesan , Anıl Utku
Published: 2022 , International Journal of Pure and Applied Sciences
DOI: 10.29132/ijpas.1163115
FAVORITE 1 TOTAL DOWNLOAD COUNT 2619

1

2619

Deep Learning Based Air Quality Prediction: A Case Study for London
Authors: Anıl Utku , Ümit Can
Published: 2022 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.1201415
FAVORITE 0 TOTAL DOWNLOAD COUNT 1399

0

1399

Covid-19'un Yayılım Tahminine Yönelik Makine Öğrenmesi ve Derin Öğrenme Tabanlı Karşılaştırmalı Bir Analiz: Türkiye İçin Örnek Bir Çalışma
Authors: Anıl Utku , Ümit Can
Published: 2022 , Fırat Üniversitesi Mühendislik Bilimleri Dergisi
DOI: 10.35234/fumbd.1125609
FAVORITE 1 TOTAL DOWNLOAD COUNT 773

1

773

Ağ trafiği analizi ile derin öğrenme tabanlı Android kötücül yazılım tespiti
Authors: Anıl Utku
Published: 2022 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.937374
FAVORITE 0 TOTAL DOWNLOAD COUNT 1950

0

1950

Articles published in
Bingol University Journal of Technical Science
Bingol University Journal of Technical Science
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Gazi University Journal of Science
Gazi University Journal of Science
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
International Advanced Researches and Engineering Journal
International Advanced Researches and Engineering Journal
International Journal of Information Security Science
International Journal of Information Security Science
International Journal of Pure and Applied Sciences
International Journal of Pure and Applied Sciences
Journal of Information Systems and Management Research
Journal of Information Systems and Management Research
Journal of Information Technologies
Journal of Information Technologies
Journal of Soft Computing and Artificial Intelligence
Journal of Soft Computing and Artificial Intelligence
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Mus Alparslan University Journal of Science
Mus Alparslan University Journal of Science
Mühendislik Bilimleri ve Araştırmaları Dergisi
Mühendislik Bilimleri ve Araştırmaları Dergisi
Natural and Applied Sciences Journal
Natural and Applied Sciences Journal
NATURENGS
NATURENGS
Turkish Journal of Nature and Science
Turkish Journal of Nature and Science

Reviews

Alanya Academic Review
Alanya Academic Review
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
EMO Bilimsel Dergi
EMO Bilimsel Dergi
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Firat University Journal of Experimental and Computational Engineering
Firat University Journal of Experimental and Computational Engineering
Gazi Journal of Engineering Sciences
Gazi Journal of Engineering Sciences
Gazi University Journal of Science
Gazi University Journal of Science
Gazi University Journal of Science Part C: Design and Technology
Gazi University Journal of Science Part C: Design and Technology
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
International Journal of Computational and Experimental Science and Engineering
International Journal of Computational and Experimental Science and Engineering
International Journal of Engineering Research and Development
International Journal of Engineering Research and Development
International Journal of Information Security Science
International Journal of Information Security Science
International Journal of Pure and Applied Sciences
International Journal of Pure and Applied Sciences
Journal of Economic Policy Researches
Journal of Economic Policy Researches
Journal of Information Technologies
Journal of Information Technologies
Journal of Physical Chemistry and Functional Materials
Journal of Physical Chemistry and Functional Materials
Journal of Polytechnic
Journal of Polytechnic
Journal of Productivity
Journal of Productivity
Journal of the Institute of Science and Technology
Journal of the Institute of Science and Technology
Journal of Traffic and Transportation Research
Journal of Traffic and Transportation Research
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Karaelmas Science and Engineering Journal
Karaelmas Science and Engineering Journal
Memba Kastamonu Üniversitesi Su Ürünleri Fakültesi Dergisi
Memba Kastamonu Üniversitesi Su Ürünleri Fakültesi Dergisi
Mus Alparslan University Journal of Science
Mus Alparslan University Journal of Science
NATURENGS
NATURENGS
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Sinop University Journal of Natural Sciences
Sinop University Journal of Natural Sciences
Turkish Journal of Nature and Science
Turkish Journal of Nature and Science
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi

Publications

Hybrid CNN-LSTM Model for Accurate Long-Term and Short-Term Temperature Prediction: A Case Study for Bingöl and Tunceli
Authors: Anıl Utku
Published: 2024 , International Journal of Pure and Applied Sciences
DOI: 10.29132/ijpas.1548698
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 531

2

0

531

Rüzgâr Hızı Tahminine Yönelik Hibrit ConvLSTM Modeli: Hindistan'ın En Yüksek Rüzgâr Hızına Sahip Şehirleri İçin Bir Vaka Çalışması
Authors: Anıl Utku , Sinem Akyol
Published: 2024 , Mus Alparslan University Journal of Science
DOI: 10.18586/msufbd.1561443
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 356

1

0

356

A Hybrid CNN-LSTM Model for Predicting Energy Consumption and Production Across Multiple Energy Sources
Authors: Mahmut Kaya , Anıl Utku , Yavuz Canbay
Published: 2024 , Journal of Soft Computing and Artificial Intelligence
DOI: 10.55195/jscai.1577431
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 722

3

0

722

Hybrid ConvGRU Model for Prediction of Climate Variables of Touristic Cities in India
Authors: Anıl Utku
Published: 2024 , Mühendislik Bilimleri ve Araştırmaları Dergisi
DOI: 10.46387/bjesr.1480346
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 386

3

0

386

Hybrid Deep Learning Model for Earthquake Time Prediction
Authors: Anıl Utku , M. Ali Akcayol
Published: 2024 , Gazi University Journal of Science
DOI: 10.35378/gujs.1364529
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1452

2

0

1452

Neural Network Based a Comparative Analysis for Customer Churn Prediction
Authors: Anıl Utku , M. Ali Akcayol
Published: 2024 , Mus Alparslan University Journal of Science
DOI: 10.18586/msufbd.1466246
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 672

1

0

672

An Effective Hybrid Model for Predicting Air Quality of Ankara
Authors: Anıl Utku , Ümit Can
Published: 2024 , NATURENGS
DOI: 10.46572/naturengs.1411983
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 483

2

0

483

Hybrid CNN-LSTM Model for Air Quality Prediction: A Case Study for Gurugram
Authors: Anıl Utku
Published: 2024 , Journal of Soft Computing and Artificial Intelligence
DOI: 10.55195/jscai.1469468
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 398

2

0

398

Derin Öğrenme Tabanlı Trafik Yoğunluğu Tahmini: İstanbul İçin Bir Vaka Çalışması
Authors: Anıl Utku
Published: 2023 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.1139534
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 2536

2

1

2536

Deep Learning Based an Efficient Hybrid Model for Urban Traffic Prediction
Authors: Anıl Utku
Published: 2023 , Journal of Information Technologies
DOI: 10.17671/gazibtd.1167140
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 912

1

1

912

A Deep Learning Based Prediction Model for Predicting the Covid-19 Vaccination Process
Authors: Anıl Utku , Ümit Can
Published: 2022 , International Journal of Pure and Applied Sciences
DOI: 10.29132/ijpas.1125729
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 616

1

0

616

Deep Learning Based Air Quality Prediction: A Case Study for London
Authors: Anıl Utku , Ümit Can
Published: 2022 , Turkish Journal of Nature and Science
DOI: 10.46810/tdfd.1201415
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1399

3

0

1399

Ağ trafiği analizi ile derin öğrenme tabanlı Android kötücül yazılım tespiti
Authors: Anıl Utku
Published: 2022 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.937374
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1950

3

0

1950

Popular Publications: It is determined automatically by the researchers doing research in DergiPark according to the statistics of being added to the favorites. CrossRef Cited: The citations shown in DergiPark are drawn from CrossRef. For this, the cited and cited articles must be registered in CrossRef (DOI number). ^: Citation numbers are reflected in the system by DergiPark at certain periods.