Mehmet Fatih Akay profile image
Mehmet Fatih Akay Prof. Dr. CUKUROVA UNIVERSITY, FACULTY OF ENGINEERING
Publication 22 Review 7 CrossRef Cited 13
22 Publication
7 Review
13 CrossRef Cited

Research Fields

Machine Learning Algorithms

Institution

CUKUROVA UNIVERSITY, FACULTY OF ENGINEERING

Publications

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 26

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26

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 0 TOTAL DOWNLOAD COUNT 96

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96

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 109

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109

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 91

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91

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 61

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61

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 197

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197

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 121

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121

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 1010

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1010

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 1311

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1311

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 1464

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1464

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 459

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459

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 837

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837

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 470

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470

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 305

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305

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 398

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398

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 790

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790

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 751

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751

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 4171

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4171

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 1022

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1022

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 889

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889

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 1327

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1327

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 656

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656

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-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
International Journal of Engineering Design and Technology
International Journal of Engineering Design and Technology
Scientific Journal of Mehmet Akif Ersoy University
Scientific Journal of Mehmet Akif Ersoy University

Reviews

Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi
Afyon Kocatepe Üniversitesi Fen Ve Mühendislik Bilimleri Dergisi
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 0 TOTAL DOWNLOAD COUNT 96

1

0

96

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 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1311

3

0

1311

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 4171

9

0

4171

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.
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