Mehmet Fatih Akay profile image
Mehmet Fatih Akay Prof. Dr. CUKUROVA UNIVERSITY, FACULTY OF ENGINEERING
Publication 26 Review 7 CrossRef Cited 20
26 Publication
7 Review
20 CrossRef Cited

Research Fields

Machine Learning Algorithms

Institution

CUKUROVA UNIVERSITY, FACULTY OF ENGINEERING

Popular Publications

Development of machine learning based demand forecasting models for the e-commerce sector
Authors: Alim Toprak Fırat , Onur Aygün , Mustafa Göğebakan , Mehmet Fatih Akay , Ceren Ulus
Published: 2025 , International Journal of Engineering Design and Technology
DOI: 10.70669/ijedt.1567739
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 3148

1

1

3148

Publications

Development of an Artificial Intelligence-Based Prediction Engine for the Cryptocurrency Markets
Authors: Onur Aygün , Ceren Ulus , Mehmet Fatih Akay
Published: 2026 , Çukurova Üniversitesi Mühendislik Fakültesi Dergisi
DOI: 10.21605/cukurovaumfd.1843158
FAVORITE 0 TOTAL DOWNLOAD COUNT 629

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629

Development of machine learning based fraud detection models for credit cards
Authors: Uygar Er , Ceren Ulus , Mehmet Fatih Akay
Published: 2025 , International Journal of Engineering Design and Technology
DOI: 10.70669/ijedt.1700239
FAVORITE 0 TOTAL DOWNLOAD COUNT 1648

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1648

Development of machine learning based demand forecasting models for the e-commerce sector
Authors: Alim Toprak Fırat , Onur Aygün , Mustafa Göğebakan , Mehmet Fatih Akay , Ceren Ulus
Published: 2025 , International Journal of Engineering Design and Technology
DOI: 10.70669/ijedt.1567739
FAVORITE 1 TOTAL DOWNLOAD COUNT 3148

1

3148

Development of Machine Learning based Cash Forecasting Models for Automated Teller Machines
Authors: Uygar Er , Ceren Ulus , Nazlı Yusufoğlu , Mehmet Fatih Akay
Published: 2025 , Cukurova University Journal of Natural and Applied Sciences
DOI: 10.70395/cunas.1680866
FAVORITE 0 TOTAL DOWNLOAD COUNT 380

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380

Developing Demand Forecasting Models for E-Commerce: Analyzing the Impact of Time Lags on Model Performance
Authors: Alim Toprak Firat , Onur Aygün , Mustafa Gögebakan , Ceren Ulus , Mehmet Fatih Akay
Published: 2025 , Scientific Journal of Mehmet Akif Ersoy University
DOI: 10.70030/sjmakeu.1592024
FAVORITE 0 TOTAL DOWNLOAD COUNT 516

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516

Call Arrival Forecasting Using Feature Selection and Bayesian Optimization in Machine Learning and Deep Learning Models
Authors: Rukia Nakkazi , Mehmet Fatih Akay
Published: 2025 , Cukurova University Journal of Natural and Applied Sciences
DOI: 10.70395/cunas.1515477
FAVORITE 0 TOTAL DOWNLOAD COUNT 330

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330

Comparative Analysis of Face Recognition Algorithms for Facial Recognition in Diverse Environments
Authors: Üsame Durak , Ayşegül Ceren Koç , Hüseyin Daş , Oğuzhan Karahan , M. Fatih Kılıç , Mehmet Fatih Akay
Published: 2024 , Cukurova University Journal of Natural and Applied Sciences
DOI: 10.70395/cunas.1504238
FAVORITE 0 TOTAL DOWNLOAD COUNT 554

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554

Development of an Artificial Intelligence Based Correction System for Spelling Errors in Product Reviews
Authors: Okan Çiftçi , Sumru Nayir , Emre Tolga Ayan , Ceren Ulus , Mehmet Fatih Akay
Published: 2024 , Scientific Journal of Mehmet Akif Ersoy University
DOI: 10.70030/sjmakeu.1577809
FAVORITE 0 TOTAL DOWNLOAD COUNT 842

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842

Design and Development of a Fashion Oriented Personalized Search Engine
Authors: Bahadır Yalın , Akasya Akyuz , Fatih Abut , Mehmet Fatih Akay , Ceren Ulus
Published: 2024 , Cukurova University Journal of Natural and Applied Sciences
DOI: 10.70395/cunas.1515178
FAVORITE 0 TOTAL DOWNLOAD COUNT 533

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533

Development of an application, infrastructure, and network observability platform
Authors: Oğuzhan Demir , Ahmet Can Uğur , Mehmet Burak Deveci , Mehmet Fatih Akay , Ceren Ulus
Published: 2024 , International Journal of Engineering Design and Technology
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 462

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462

Development of Cargo Delivery Time Prediction Models
Authors: Selim Hanedar , Ceren Ulus , Mehmet Fatih Akay
Published: 2024 , Cukurova University Journal of Natural and Applied Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1590

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1590

Anomaly Detection In Network Traffic Using Machine Learning
Authors: Roaa Mohammed , Fatih Akay
Published: 2023 , Cukurova University Journal of Natural and Applied Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2639

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2639

LSTM Hyperparameters optimization with Hparam parameters for Bitcoin Price Prediction
Authors: I.sibel Kervancı , Fatih Akay
Published: 2023 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis...1172027
FAVORITE 0 TOTAL DOWNLOAD COUNT 2378

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2378

Brand Propensity Prediction with Click-Through Rate as a Target
Authors: Alptekin Uzel , Kaan Pekel , Fatih Abut , Fatih Akay
Published: 2022 , Kocaeli Journal of Science and Engineering
DOI: 10.34088/kojose.1019277
FAVORITE 0 TOTAL DOWNLOAD COUNT 1232

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1232

SOBE: A Fraud Detection Platform in Insurance Industry
Authors: H. Onur Özcan, İsmail Çolak, Selin Erımhan, Vedat Güneş, Fatih Abut , Fatih Akay
Published: 2022 , Kocaeli Journal of Science and Engineering
DOI: 10.34088/kojose.1019125
FAVORITE 0 TOTAL DOWNLOAD COUNT 2924

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2924

Forecasting Call Center Arrivals Using XGBoost Combined with Consecutive and Periodic Lookback
Authors: Mesut Tartuk , Taha Furkan Nurdağ , Vedat Acar , Sevtap Erdem , Fatih Akay , Fatih Abut
Published: 2022 , Eastern Anatolian Journal of Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2743

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2743

Assessing household damages using multi-model deep learning pipeline
Authors: Fatih Kıyıkçı , Hilal Onur Cunedioğlu , Enes Koşar , Mehmet Eren Bekin , Fatih Abut , Fatih Akay
Published: 2022 , European Mechanical Science
DOI: 10.26701/ems.1031595
FAVORITE 0 TOTAL DOWNLOAD COUNT 1004

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1004

Developing an Automation System for Conflictual Returns Using Machine Learning
Authors: Elif Melis Kılıç , Mehmet Nezir Alp , Akasya Akyuz , Fatih Abut , Fatih Akay
Published: 2022 , Cukurova University Journal of Natural and Applied Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 591

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591

C-Scripter: A Dynamic Call Center Scripting Application
Authors: Mesut Tartuk , Taha Furkan Nurdağ , Fatih Abut , Fatih Akay , Sevtap Erdem
Published: 2021 , Eastern Anatolian Journal of Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 696

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696

Autonomous Navigation in Search and Rescue Simulated Environment using Deep Reinforcement Learning
Authors: Mohammed Abdeh , Fatih Abut , Fatih Akay
Published: 2021 , Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.781162
FAVORITE 0 TOTAL DOWNLOAD COUNT 1368

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1368

Forecasting Call Center Arrivals Using Machine Learning
Authors: Mohamed Ballouch , Fatih Akay , Sevtap Erdem , Mesut Tartuk , Taha Furkan Nurdağ , Hasan Hüseyin Yurdagül
Published: 2021 , Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
DOI: 10.47495/okufbed.824870
FAVORITE 0 TOTAL DOWNLOAD COUNT 1156

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1156

Review on Bitcoin Price Prediction Using Machine Learning and Statistical Methods
Authors: I.sibel Kervancı , Fatih Akay
Published: 2020 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis.03.03.774276
FAVORITE 0 TOTAL DOWNLOAD COUNT 5667

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5667

Development of Physical Fitness Prediction Models for Turkish Secondary School Students Using Machine Learning Methods
Authors: Mehmet Fatih Akay , Ebru Çetin , İmdat Yarım , Özge Bozkurt, Sevtap Erdem
Published: 2018 , Gümüşhane University Journal of Science and Technology
DOI: 10.17714/gumusfenbil.435897
FAVORITE 0 TOTAL DOWNLOAD COUNT 1490

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1490

Prediction of Hamstring and Quadriceps Muscle Strength Using Multiple Linear Regression
Authors: Mehmet Fatih Akay , Murat Can Yüksel, Sevtap Erdem , Ebru Çetin , İmdat Yarım
Published: 2018 , Gümüşhane University Journal of Science and Technology
DOI: 10.17714/gumusfenbil.435854
FAVORITE 0 TOTAL DOWNLOAD COUNT 1304

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1304

Development of Internet Traffic Prediction Software Using Time-Series Multilayer Perceptron
Authors: Murat Can Yüksel, Mehmet Fatih Akay , Selami Çiftçi
Published: 2018 , Gümüşhane University Journal of Science and Technology
DOI: 10.17714/gumusfenbil.430137
FAVORITE 0 TOTAL DOWNLOAD COUNT 1718

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1718

New Regression Models for Predicting the Hamstring Muscle Strength using Support Vector Machines
Authors: Boubacar Sow, Mehmet Fatih Akay , Fatih Abut, Ebru Çetin, İmdat Yarım, Hacer Alak
Published: 2016 , Çukurova Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi
DOI: 10.21605/cukurovaummfd.316745
FAVORITE 0 TOTAL DOWNLOAD COUNT 964

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964

Articles published in
Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Cukurova University Journal of Natural and Applied Sciences
Cukurova University Journal of Natural and Applied Sciences
Çukurova Üniversitesi Mühendislik Fakültesi Dergisi
Çukurova Üniversitesi Mühendislik Fakültesi Dergisi
Çukurova Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi
Çukurova Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi
Eastern Anatolian Journal of Science
Eastern Anatolian Journal of Science
European Mechanical Science
European Mechanical Science
Gümüşhane University Journal of Science and Technology
Gümüşhane University Journal of Science and Technology
International Journal of Engineering Design and Technology
International Journal of Engineering Design and Technology
Kocaeli Journal of Science and Engineering
Kocaeli Journal of Science and Engineering
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Scientific Journal of Mehmet Akif Ersoy University
Scientific Journal of Mehmet Akif Ersoy University
Editorial Board Memberships
Scientific Journal of Mehmet Akif Ersoy University
Scientific Journal of Mehmet Akif Ersoy University

Reviews

Afyon Kocatepe University Journal of Science and Engineering
Afyon Kocatepe University Journal of Science and Engineering
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
El-Cezeri
El-Cezeri
Gümüşhane University Journal of Science and Technology
Gümüşhane University Journal of Science and Technology
International Journal of Engineering Design and Technology
International Journal of Engineering Design and Technology
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
Osmaniye Korkut Ata University Journal of the Institute of Science and Technology

Publications

Development of machine learning based demand forecasting models for the e-commerce sector
Authors: Alim Toprak Fırat , Onur Aygün , Mustafa Göğebakan , Mehmet Fatih Akay , Ceren Ulus
Published: 2025 , International Journal of Engineering Design and Technology
DOI: 10.70669/ijedt.1567739
CITED 1 FAVORITE 1 TOTAL DOWNLOAD COUNT 3148

1

1

3148

Comparative Analysis of Face Recognition Algorithms for Facial Recognition in Diverse Environments
Authors: Üsame Durak , Ayşegül Ceren Koç , Hüseyin Daş , Oğuzhan Karahan , M. Fatih Kılıç , Mehmet Fatih Akay
Published: 2024 , Cukurova University Journal of Natural and Applied Sciences
DOI: 10.70395/cunas.1504238
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 554

1

0

554

Development of an Artificial Intelligence Based Correction System for Spelling Errors in Product Reviews
Authors: Okan Çiftçi , Sumru Nayir , Emre Tolga Ayan , Ceren Ulus , Mehmet Fatih Akay
Published: 2024 , Scientific Journal of Mehmet Akif Ersoy University
DOI: 10.70030/sjmakeu.1577809
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 842

1

0

842

LSTM Hyperparameters optimization with Hparam parameters for Bitcoin Price Prediction
Authors: I.sibel Kervancı , Fatih Akay
Published: 2023 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis...1172027
CITED 4 FAVORITE 0 TOTAL DOWNLOAD COUNT 2378

4

0

2378

SOBE: A Fraud Detection Platform in Insurance Industry
Authors: H. Onur Özcan, İsmail Çolak, Selin Erımhan, Vedat Güneş, Fatih Abut , Fatih Akay
Published: 2022 , Kocaeli Journal of Science and Engineering
DOI: 10.34088/kojose.1019125
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 2924

1

0

2924

Assessing household damages using multi-model deep learning pipeline
Authors: Fatih Kıyıkçı , Hilal Onur Cunedioğlu , Enes Koşar , Mehmet Eren Bekin , Fatih Abut , Fatih Akay
Published: 2022 , European Mechanical Science
DOI: 10.26701/ems.1031595
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1004

1

0

1004

Forecasting Call Center Arrivals Using Machine Learning
Authors: Mohamed Ballouch , Fatih Akay , Sevtap Erdem , Mesut Tartuk , Taha Furkan Nurdağ , Hasan Hüseyin Yurdagül
Published: 2021 , Osmaniye Korkut Ata University Journal of the Institute of Science and Technology
DOI: 10.47495/okufbed.824870
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1156

2

0

1156

Review on Bitcoin Price Prediction Using Machine Learning and Statistical Methods
Authors: I.sibel Kervancı , Fatih Akay
Published: 2020 , Sakarya University Journal of Computer and Information Sciences
DOI: 10.35377/saucis.03.03.774276
CITED 9 FAVORITE 0 TOTAL DOWNLOAD COUNT 5667

9

0

5667

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.