İhsan Pençe profile image
İhsan Pençe Assoc. Prof. Dr. Burdur Mehmet Akif Ersoy Üniversitesi, Bucak Teknoloji Fakültesi, Yazılım Mühendisliği Bölümü
Publication 16 Review 16 CrossRef Cited 16 TR Dizin Cited 7
16 Publication
16 Review
16 CrossRef Cited
7 TR Dizin Cited
0000-0003-0734-3869

Research Fields

Image Processing Machine Learning Algorithms Information and Computing Sciences Data Mining and Knowledge Discovery Deep Learning Artificial Intelligence

Institution

Burdur Mehmet Akif Ersoy Üniversitesi, Bucak Teknoloji Fakültesi, Yazılım Mühendisliği Bölümü

Popular Publications

An Overview of Artificial Intelligence and Medical Imaging Technologies
Authors: Furkan Atlan , İhsan Pençe
Published: 2021 , Acta Infologica
DOI: -
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 10984

0

1

10984

Selecting the Suppliers with TOPSIS and Determining Their Development Status by Using Heuristic Optimization
Authors: Ceylan Oğuz , İhsan Pençe , Melike Şişeci Çeşmeli , Özlem Çetinkaya Bozkurt
Published: 2021 , Acta Infologica
DOI: 10.26650/acin.868427
CITED 0 FAVORITE 1 TOTAL DOWNLOAD COUNT 1221

0

1

1221

Publications

Comparative Analysis of Different Performances in Digital Music Recordings Using Information Theory Metrics and Audio Features
Authors: Ali Özhan Akyüz , İhsan Pençe , Ragıp Yıldırım
Published: 2026 , International Journal of Advances in Engineering and Pure Sciences
DOI: 10.7240/jeps.1888024
FAVORITE 0 TOTAL DOWNLOAD COUNT 209

0

209

Robust COVID-19 Lung and Infection Segmentation in Computed Tomography Scans via U-Net with ResNet-SEResNet Encoders and Optimized Sliding Window Preprocessing
Authors: Furkan Atlan , İhsan Pençe
Published: 2026 , Acta Infologica
DOI: 10.26650/acin.1666068
FAVORITE 0 TOTAL DOWNLOAD COUNT 74

0

74

Classification of Ventricular Septal Defect Disease Using Deep Learning
Authors: Kadir Barut , İhsan Pençe , Özlem Çetinkaya Bozkurt , Melike Şişeci Çeşmeli
Published: 2025 , Acta Infologica
DOI: 10.26650/acin.1474115
FAVORITE 0 TOTAL DOWNLOAD COUNT 895

0

895

Classification of Autism Spectrum Disorder for Adolescents Using Artificial Neural Networks
Authors: Sümeyye Çelik , Melike Şişeci Çeşmeli , İhsan Pençe , Özlem Çetinkaya Bozkurt
Published: 2022 , Alphanumeric Journal
DOI: 10.17093/alphanumeric.1031513
FAVORITE 0 TOTAL DOWNLOAD COUNT 843

0

843

A Decision Model for the Order Sequence and Delivery Date Problem in Companies Manufacturing According to the Order
Authors: Alperen Calapoğlu , Melike Şişeci Çeşmeli , İhsan Pençe , Özlem Çetinkaya Bozkurt
Published: 2021 , Acta Infologica
DOI: 10.26650/acin.947747
FAVORITE 0 TOTAL DOWNLOAD COUNT 4460

0

4460

Forecasting Of Bitcoin Price Using The Multilayer Perceptron Technique
Authors: Furkan Atlan , İhsan Pençe
Published: 2021 , Scientific Journal of Mehmet Akif Ersoy University
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 573

0

573

An Overview of Artificial Intelligence and Medical Imaging Technologies
Authors: Furkan Atlan , İhsan Pençe
Published: 2021 , Acta Infologica
DOI: -
FAVORITE 1 TOTAL DOWNLOAD COUNT 10984

1

10984

Selecting the Suppliers with TOPSIS and Determining Their Development Status by Using Heuristic Optimization
Authors: Ceylan Oğuz , İhsan Pençe , Melike Şişeci Çeşmeli , Özlem Çetinkaya Bozkurt
Published: 2021 , Acta Infologica
DOI: 10.26650/acin.868427
FAVORITE 1 TOTAL DOWNLOAD COUNT 1221

1

1221

Evaluation of Hyper Parameter Optimization Effect on Nuclei Segmentation with U-Net
Authors: Furkan Atlan , Emrah Hançer , İhsan Pençe
Published: 2020 , Avrupa Bilim ve Teknoloji Dergisi
DOI: 10.31590/ejosat.818791
FAVORITE 0 TOTAL DOWNLOAD COUNT 2615

0

2615

Forecasting of Greenhouse Gas Emissions in Turkey using Machine Learning Methods
Authors: Melike Şişeci Çeşmeli , İhsan Pençe
Published: 2020 , Academic Platform - Journal of Engineering and Science
DOI: 10.21541/apjes.658922
FAVORITE 0 TOTAL DOWNLOAD COUNT 2833

0

2833

The Future of Fossil Energy Sources and The Change of Global Energy Policies
Authors: Beste Şimşek, İhsan Pençe , Muhammed Yasin Naz, Afşin Güngör
Published: 2020 , Scientific Journal of Mehmet Akif Ersoy University
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 721

0

721

A New Stochastic Search Method for Filled Function
Authors: İhsan Pençe , Melike Şişeci Çeşmeli
Published: 2020 , El-Cezeri
DOI: 10.31202/ecjse.596633
FAVORITE 0 TOTAL DOWNLOAD COUNT 1143

0

1143

Determination of the Osmotic Dehydration Parameters of Mushrooms using Constrained Optimization
Authors: İhsan Pençe , Melike Şişeci Çeşmeli , Ramazan Kovacı
Published: 2019 , Scientific Journal of Mehmet Akif Ersoy University
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 554

0

554

Estimation of Turkey Industrial Electricity Consumption with Artificial Neural Networks for the 2017-2023 Period
Authors: İhsan Pençe , Adnan Kalkan , Melike Şişeci Çeşmeli
Published: 2019 , Journal of Applied Sciences of Mehmet Akif Ersoy University
DOI: 10.31200/makuubd.538878
FAVORITE 0 TOTAL DOWNLOAD COUNT 4391

0

4391

Deep Learning in Marble Slabs Classification
Authors: İhsan Pençe , Melike Şişeci Çeşmeli
Published: 2019 , Scientific Journal of Mehmet Akif Ersoy University
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1469

0

1469

Türk Eğitim Vakfı Bursu Verilecek Uygun Adayların AHP ve TOPSIS Yöntemi Kullanılarak Belirlenmesi: Mehmet Akif Ersoy Üniversitesi Eğitim Fakültesi Örneği
Authors: İhsan Pençe , Leyla Tarhan , Özlem Çetinkaya Bozkurt
Published: 2017 , Journal of Applied Sciences of Mehmet Akif Ersoy University
DOI: 10.31200/makuubd.335181
FAVORITE 0 TOTAL DOWNLOAD COUNT 2013

0

2013

Articles published in
Academic Platform - Journal of Engineering and Science
Academic Platform - Journal of Engineering and Science
Acta Infologica
Acta Infologica
Alphanumeric Journal
Alphanumeric Journal
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
El-Cezeri
El-Cezeri
International Journal of Advances in Engineering and Pure Sciences
International Journal of Advances in Engineering and Pure Sciences
Journal of Applied Sciences of Mehmet Akif Ersoy University
Journal of Applied Sciences of Mehmet Akif Ersoy University
Scientific Journal of Mehmet Akif Ersoy University
Scientific Journal of Mehmet Akif Ersoy University
Editorship
Scientific Journal of Mehmet Akif Ersoy University
Scientific Journal of Mehmet Akif Ersoy University
Section Editor , Layout Editor , Copyeditor

Reviews

Acta Infologica
Acta Infologica
El-Cezeri
El-Cezeri
International Journal of Engineering and Innovative Research
International Journal of Engineering and Innovative Research
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
Journal of Applied Sciences of Mehmet Akif Ersoy University
Journal of Applied Sciences of Mehmet Akif Ersoy University
Journal of Engineering Sciences and Design
Journal of Engineering Sciences and Design
Scientific Journal of Mehmet Akif Ersoy University
Scientific Journal of Mehmet Akif Ersoy University
The Journal of Graduate School of Natural and Applied Sciences of Mehmet Akif Ersoy University
The Journal of Graduate School of Natural and Applied Sciences of Mehmet Akif Ersoy University
Uluborlu Mesleki Bilimler Dergisi
Uluborlu Mesleki Bilimler Dergisi

Publications

Forecasting of Greenhouse Gas Emissions in Turkey using Machine Learning Methods
Authors: Melike Şişeci Çeşmeli , İhsan Pençe
Published: 2020 , Academic Platform - Journal of Engineering and Science
DOI: 10.21541/apjes.658922
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 2833

3

0

2833

Estimation of Turkey Industrial Electricity Consumption with Artificial Neural Networks for the 2017-2023 Period
Authors: İhsan Pençe , Adnan Kalkan , Melike Şişeci Çeşmeli
Published: 2019 , Journal of Applied Sciences of Mehmet Akif Ersoy University
DOI: 10.31200/makuubd.538878
CITED 8 FAVORITE 0 TOTAL DOWNLOAD COUNT 4391

8

0

4391

Türk Eğitim Vakfı Bursu Verilecek Uygun Adayların AHP ve TOPSIS Yöntemi Kullanılarak Belirlenmesi: Mehmet Akif Ersoy Üniversitesi Eğitim Fakültesi Örneği
Authors: İhsan Pençe , Leyla Tarhan , Özlem Çetinkaya Bozkurt
Published: 2017 , Journal of Applied Sciences of Mehmet Akif Ersoy University
DOI: 10.31200/makuubd.335181
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 2013

5

0

2013

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.