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İsmail Kırbaş Prof. Dr. MEHMET AKİF ERSOY ÜNİVERSİTESİ
Publication 18 Review 31 CrossRef Cited 29 TR Dizin Cited 18
18 Publication
31 Review
29 CrossRef Cited
18 TR Dizin Cited
0000-0002-1206-8294
56966489100

Research Fields

Embedded Systems Networking and Communications Deep Learning Machine Learning Algorithms Computer Software

Institution

MEHMET AKİF ERSOY ÜNİVERSİTESİ

Popular Publications

Chatgpt With Risks And Opportunities
Authors: Tarık Kabak , İsmail Kırbaş
Published: 2023 , The Journal of Graduate School of Natural and Applied Sciences of Mehmet Akif Ersoy University
DOI: 10.29048/makufebed.1271477
CITED 7 FAVORITE 2 TOTAL DOWNLOAD COUNT 1828

7

2

1828

Publications

Differential Diagnosis of Tuberculosis and Pneumonia in Cattle Lung Images Using Transfer Learning and YOLOv8: A Deep Learning Solution
Authors: Ali Çelik , İsmail Kırbaş , Özlem Özmen , Adem Milletsever
Published: 2026 , International Journal of Engineering Technology and Applied Science
DOI: 10.53448/akuumubd.1923443
FAVORITE 0 TOTAL DOWNLOAD COUNT 158

0

158

Leveraging SHAP for Interpretable Diabetes Prediction: A Study of Machine Learning Models on the Pima Indians Diabetes Dataset
Authors: İsmail Kırbaş , Ahmet Çifci
Published: 2025 , Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.1577929
FAVORITE 0 TOTAL DOWNLOAD COUNT 1618

0

1618

A Case Study on Applying MQTT Communication to Improve Cold Storage Safety and Quality Management
Authors: Hüseyin Karaoğlu , Tarık Kabak , İsmail Kırbaş
Published: 2024 , Turkish Journal of Health Science and Life
DOI: 10.56150/tjhsl.1435590
FAVORITE 0 TOTAL DOWNLOAD COUNT 630

0

630

Chatgpt With Risks And Opportunities
Authors: Tarık Kabak , İsmail Kırbaş
Published: 2023 , The Journal of Graduate School of Natural and Applied Sciences of Mehmet Akif Ersoy University
DOI: 10.29048/makufebed.1271477
FAVORITE 2 TOTAL DOWNLOAD COUNT 1828

2

1828

Classification of digital dermatitis with image processing and machine learning methods
Authors: Kürşad Yiğitarslan , İsmail Kırbaş
Published: 2022 , Veterinary Journal of Mehmet Akif Ersoy University
DOI: 10.24880/maeuvfd.1133145
FAVORITE 0 TOTAL DOWNLOAD COUNT 1099

0

1099

Modelling of cutting parameters for Nilo 36 superalloy with machine learning methods and developing an interactive interface
Authors: Gültekin Basmacı , İsmail Kırbaş , Mustafa Ay
Published: 2021 , International Advanced Researches and Engineering Journal
DOI: 10.35860/iarej.805124
FAVORITE 0 TOTAL DOWNLOAD COUNT 1069

0

1069

MULTI-STEP FORWARD FORECASTING OF ELECTRICAL POWER GENERATION IN LIGNITE-FIRED THERMAL POWER PLANT
Authors: Alper Kerem , İsmail Kırbaş
Published: 2021 , Journal of Engineering Sciences and Design
DOI: 10.21923/jesd.837788
FAVORITE 0 TOTAL DOWNLOAD COUNT 1146

0

1146

Effects of Alloy 718 (Inconel) super alloy cutting parameters on surface roughness
Authors: İsmail Kırbaş , Gültekin Basmacı , Mustafa Ay
Published: 2020 , Scientific Journal of Mehmet Akif Ersoy University
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 567

0

567

DEVELOPING NODE PROTOTYPE FOR INDOOR POSITIONING SYSTEMS
Authors: İsmail Kırbaş , Kadir Arslan
Published: 2020 , Journal of Engineering Sciences and Design
DOI: 10.21923/jesd.673695
FAVORITE 0 TOTAL DOWNLOAD COUNT 3695

0

3695

Determination of Appropriate Distribution Functions for the Wind Speed Data Using the R Language
Authors: İsmail Kırbaş
Published: 2019 , European Journal of Engineering and Natural Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1073

0

1073

Optimisation and influence of cutting parameters on surface roughness during turning of astm b574 (hastelloy c-22) using a hybrid of Taguchi and rsm methods
Authors: Gültekin Basmacı , İsmail Kırbaş , Mustafa Ay , Musa Peker
Published: 2018 , Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.353379
FAVORITE 0 TOTAL DOWNLOAD COUNT 5220

0

5220

Short-term multi-step wind speed prediction using statistical methods and artificial neural networks
Authors: İsmail Kırbaş
Published: 2018 , Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.305224
FAVORITE 0 TOTAL DOWNLOAD COUNT 6169

0

6169

Optimisation of Machining Parameters ın Turning 17-4 Ph Stainless Steel Using the Grey-Based Taguchi Method
Authors: Gültekin Basmacı , Mustafa Ay , İsmail Kırbaş
Published: 2017 , Erzincan University Journal of Science and Technology
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 3513

0

3513

Developing a Wifi / Bluetooth Based Patient and Baby Monitoring Application
Authors: Ahmet Böbrek , İsmail Kırbaş , Kamil Özcan
Published: 2017 , The Journal of Graduate School of Natural and Applied Sciences of Mehmet Akif Ersoy University
DOI: 10.29048/makufebed.341310
FAVORITE 0 TOTAL DOWNLOAD COUNT 2658

0

2658

Nesnelerin İnterneti Uygulamaları İçin Algılayıcı/Eyleyici Kablosuz Düğüm İlkörneği Geliştirme
Authors: Kadir Arslan, İsmail Kırbaş
Published: 2016 , The Journal of Graduate School of Natural and Applied Sciences of Mehmet Akif Ersoy University
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 3589

0

3589

Myoelectric Control of Hand Movements Using Data Mining Process Model
Authors: Musa Peker , İsmail Kırbaş
Published: 2016 , The Journal of Graduate School of Natural and Applied Sciences of Mehmet Akif Ersoy University
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2459

0

2459

ARM Tabanlı Gömülü Sistemlere Yönelik Açık Kaynak Kodlu Bulut Bilişim Uygulaması: mbed Platformu
Authors: İsmail Kırbaş , Mehmet Yüksel
Published: 2015 , The Journal of Graduate School of Natural and Applied Sciences of Mehmet Akif Ersoy University
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 7693

0

7693

A personal tracking system based on smartphone
Authors: Berrin Batmaz , Zeynep Çelik, Cüneyt Bayılmış , İsmail Kırbaş
Published: 2015 , Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.10616
FAVORITE 0 TOTAL DOWNLOAD COUNT 5490

0

5490

Articles published in
Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Erzincan University Journal of Science and Technology
Erzincan University Journal of Science and Technology
European Journal of Engineering and Natural Sciences
European Journal of Engineering and Natural Sciences
International Advanced Researches and Engineering Journal
International Advanced Researches and Engineering Journal
International Journal of Engineering Technology and Applied Science
International Journal of Engineering Technology and Applied Science
Journal of Engineering Sciences and Design
Journal of Engineering Sciences and Design
Sakarya University Journal of Science
Sakarya University Journal of Science
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
Turkish Journal of Health Science and Life
Turkish Journal of Health Science and Life
Veterinary Journal of Mehmet Akif Ersoy University
Veterinary Journal of Mehmet Akif Ersoy University
Editorship
Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Copyeditor
Scientific Journal of Mehmet Akif Ersoy University
Scientific Journal of Mehmet Akif Ersoy University
Editor
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

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
Çanakkale Onsekiz Mart University Journal of Graduate School of Natural and Applied Sciences
Çanakkale Onsekiz Mart University Journal of Graduate School of Natural and Applied Sciences
Dokuz Eylul University The Journal of Graduate School of Social Sciences
Dokuz Eylul University The Journal of Graduate School of Social Sciences
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
Gümüşhane University Journal of Science and Technology
Gümüşhane University Journal of Science and Technology
International Journal of Automotive Engineering and Technologies
International Journal of Automotive Engineering and Technologies
International Journal of Technological Sciences
International Journal of Technological Sciences
International Scientific and Vocational Studies Journal
International Scientific and Vocational Studies Journal
Journal of Advanced Research in Natural and Applied Sciences
Journal of Advanced Research in Natural and Applied Sciences
Journal of Agricultural Sciences
Journal of Agricultural Sciences
Journal of Engineering Sciences and Design
Journal of Engineering Sciences and Design
Journal of Information Technologies
Journal of Information Technologies
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kocaeli Journal of Science and Engineering
Kocaeli Journal of Science and Engineering
Mugla Journal of Science and Technology
Mugla Journal of Science and Technology
Nigde Omer Halisdemir University Journal of Engineering Sciences
Nigde Omer Halisdemir University Journal of Engineering Sciences
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Sciennovation
Sciennovation
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
Turkish Journal of Science and Technology
Turkish Journal of Science and Technology
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi
Uluslararası Doğu Anadolu Fen Mühendislik ve Tasarım Dergisi
Uluslararası Doğu Anadolu Fen Mühendislik ve Tasarım Dergisi

Publications

Leveraging SHAP for Interpretable Diabetes Prediction: A Study of Machine Learning Models on the Pima Indians Diabetes Dataset
Authors: İsmail Kırbaş , Ahmet Çifci
Published: 2025 , Balkan Journal of Electrical and Computer Engineering
DOI: 10.17694/bajece.1577929
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1618

1

0

1618

A Case Study on Applying MQTT Communication to Improve Cold Storage Safety and Quality Management
Authors: Hüseyin Karaoğlu , Tarık Kabak , İsmail Kırbaş
Published: 2024 , Turkish Journal of Health Science and Life
DOI: 10.56150/tjhsl.1435590
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 630

1

0

630

Chatgpt With Risks And Opportunities
Authors: Tarık Kabak , İsmail Kırbaş
Published: 2023 , The Journal of Graduate School of Natural and Applied Sciences of Mehmet Akif Ersoy University
DOI: 10.29048/makufebed.1271477
CITED 7 FAVORITE 2 TOTAL DOWNLOAD COUNT 1828

7

2

1828

Modelling of cutting parameters for Nilo 36 superalloy with machine learning methods and developing an interactive interface
Authors: Gültekin Basmacı , İsmail Kırbaş , Mustafa Ay
Published: 2021 , International Advanced Researches and Engineering Journal
DOI: 10.35860/iarej.805124
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1069

3

0

1069

MULTI-STEP FORWARD FORECASTING OF ELECTRICAL POWER GENERATION IN LIGNITE-FIRED THERMAL POWER PLANT
Authors: Alper Kerem , İsmail Kırbaş
Published: 2021 , Journal of Engineering Sciences and Design
DOI: 10.21923/jesd.837788
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1146

3

0

1146

DEVELOPING NODE PROTOTYPE FOR INDOOR POSITIONING SYSTEMS
Authors: İsmail Kırbaş , Kadir Arslan
Published: 2020 , Journal of Engineering Sciences and Design
DOI: 10.21923/jesd.673695
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 3695

2

0

3695

Optimisation and influence of cutting parameters on surface roughness during turning of astm b574 (hastelloy c-22) using a hybrid of Taguchi and rsm methods
Authors: Gültekin Basmacı , İsmail Kırbaş , Mustafa Ay , Musa Peker
Published: 2018 , Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.353379
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 5220

5

0

5220

Short-term multi-step wind speed prediction using statistical methods and artificial neural networks
Authors: İsmail Kırbaş
Published: 2018 , Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.305224
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 6169

5

0

6169

Developing a Wifi / Bluetooth Based Patient and Baby Monitoring Application
Authors: Ahmet Böbrek , İsmail Kırbaş , Kamil Özcan
Published: 2017 , The Journal of Graduate School of Natural and Applied Sciences of Mehmet Akif Ersoy University
DOI: 10.29048/makufebed.341310
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 2658

1

0

2658

A personal tracking system based on smartphone
Authors: Berrin Batmaz , Zeynep Çelik, Cüneyt Bayılmış , İsmail Kırbaş
Published: 2015 , Sakarya University Journal of Science
DOI: 10.16984/saufenbilder.10616
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 5490

1

0

5490

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