Necaattin Barışçı profile image
Necaattin Barışçı Prof. Dr. Gazi Üniversitesi
Publication 20 Review 34 CrossRef Cited 29 TR Dizin Cited 21
20 Publication
34 Review
29 CrossRef Cited
21 TR Dizin Cited
0000-0002-8762-5091

Research Fields

Information and Computing Sciences Artificial Intelligence (Other)

Institution

Gazi Üniversitesi

Popular Publications

Detection of Fake Face Images Using Lightweight Convolutional Neural Networks
Authors: Emre Şafak , Necaattin Barışçı
Published: 2022 , El-Cezeri
DOI: 10.31202/ecjse.1133527
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 1303

2

1

1303

Publications

The Impact of RLSE Activation Function Design on the Performance of Deep Neural Networks
Authors: İsmihan Gül Özeloğlu , Eda Akman Aydın , Necaattin Barışçı
Published: 2026 , Journal of Polytechnic
DOI: 10.2339/politeknik.1601441
FAVORITE 0 TOTAL DOWNLOAD COUNT 417

0

417

RETRIEVAL-AUGMENTED GENERATION IN TURKISH NATURAL LANGUAGE UNDERSTANDING: A COMPARATIVE STUDY OF LARGE LANGUAGE MODELS
Authors: Ercan Atagün , Merve Güllü , Serdar Biroğul , Necaattin Barışçı
Published: 2025 , Mugla Journal of Science and Technology
DOI: 10.22531/muglajsci.1781095
FAVORITE 0 TOTAL DOWNLOAD COUNT 1498

0

1498

Predictive Maintenance with Machine Learning and Spare Parts Management
Authors: Olcay Özge Ersöz , Metin İfraz , Semra Tebrizcik , Ali Fırat İnal , Ömer Can Eskicioğlu , Adnan Aktepe , Ahmet Kürşad Türker , Necaattin Barışçı , Tahsin Çetinyokuş , Süleyman Ersöz
Published: 2025 , Journal of Polytechnic
DOI: 10.2339/politeknik.1355228
FAVORITE 0 TOTAL DOWNLOAD COUNT 2581

0

2581

Detection and Counting of Cell Images Using Deep Learning
Authors: Zeynep Sözen , Necaattin Barışçı
Published: 2025 , Journal of Polytechnic
DOI: 10.2339/politeknik.1484473
FAVORITE 0 TOTAL DOWNLOAD COUNT 1404

0

1404

Comparison of Machine Learning and Deep Learning Techniques for Stroke Prediction
Authors: Süphan Yakut , Necaattin Barışçı
Published: 2025 , International Journal of Engineering Research and Development
DOI: 10.29137/umagd.1432162
FAVORITE 0 TOTAL DOWNLOAD COUNT 1072

0

1072

Brain Tumor Segmantation With Deep Learning
Authors: Bilal Taşdemir , Necaattin Barışçı
Published: 2024 , Journal of Information Technologies
DOI: 10.17671/gazibtd.1396872
FAVORITE 0 TOTAL DOWNLOAD COUNT 1910

0

1910

Ontoloji-Based Generalized Zero-Shot Learning with Generative Networks
Authors: Emre Akdemir , Necaattin Barışçı
Published: 2024 , Gazi Journal of Engineering Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 591

0

591

Detection of Rice Plant Diseases Based on Deep Transfer Learning
Authors: Necaattin Barışçı , Merve Güllü , İbrahim Alper Doğru
Published: 2023 , Gazi Journal of Engineering Sciences
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 711

0

711

Derin öğrenme kullanılarak mobil cihazlar için gerçek zamanlı yangın ve duman tespiti
Authors: Emre Şafak , Necaattin Barışçı
Published: 2023 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1041091
FAVORITE 0 TOTAL DOWNLOAD COUNT 2539

0

2539

Malware Detection Using Image-Based Features and Machine Learning Methods
Authors: Aslıhan Güngör , İbrahim Dogru , Necaattin Barışçı , Sinan Toklu
Published: 2023 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.994289
FAVORITE 0 TOTAL DOWNLOAD COUNT 1710

0

1710

Detection of Fake Face Images Using Lightweight Convolutional Neural Networks
Authors: Emre Şafak , Necaattin Barışçı
Published: 2022 , El-Cezeri
DOI: 10.31202/ecjse.1133527
FAVORITE 1 TOTAL DOWNLOAD COUNT 1303

1

1303

Machine Learning-Based Comparative Study For Heart Disease Prediction
Authors: Merve Güllü , M. Ali Akcayol , Necaattin Barışçı
Published: 2022 , Advances in Artificial Intelligence Research
DOI: 10.54569/aair.1145616
FAVORITE 0 TOTAL DOWNLOAD COUNT 1245

0

1245

A Survey on Lip-Reading with Deep Learning
Authors: Ali Erbey , Necaattin Barışçı
Published: 2022 , International Journal of Engineering Research and Development
DOI: 10.29137/umagd.1038899
FAVORITE 0 TOTAL DOWNLOAD COUNT 3947

0

3947

Derin öğrenme kullanılarak nesnelerin interneti tabanlı mobil sürücü yorgunluk tespiti
Authors: Emre Şafak , İbrahim Dogru , Necaattin Barışçı , Sinan Toklu
Published: 2022 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.999527
FAVORITE 0 TOTAL DOWNLOAD COUNT 2863

0

2863

Review of Studies Using Artificial Intelligence in Calculating Consumer Price Index (CPI)
Authors: Abdulcebar On , Necaattin Barışçı
Published: 2022 , International Journal of Engineering Research and Development
DOI: 10.29137/umagd.1022087
FAVORITE 0 TOTAL DOWNLOAD COUNT 3060

0

3060

3D kidney and tumor segmentation with Multi Depth V-Net model
Authors: Fuat Türk , Murat Lüy , Necaattin Barışçı
Published: 2020 , International Journal of Engineering Research and Development
DOI: 10.29137/umagd.831506
FAVORITE 0 TOTAL DOWNLOAD COUNT 1248

0

1248

Machine Learning of Kidney Tumors and Diagnosis and Classification by Deep Learning Methods
Authors: Fuat Türk , Murat Lüy , Necaattin Barışçı
Published: 2019 , International Journal of Engineering Research and Development
DOI: 10.29137/umagd.640667
FAVORITE 0 TOTAL DOWNLOAD COUNT 2764

0

2764

A Study of Development of Standardised M2M Service Platform Using Restful Architecture
Authors: Huseyin Polat , Saadin Oyucu , Necaattin Barıscı
Published: 2018 , Gazi University Journal of Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 2245

0

2245

Short-Term Load Forecasting Model Using Flower Pollination Algorithm
Authors: Volkan Ateş, Necaattin Barışçı
Published: 2017 , International Scientific and Vocational Studies Journal
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 996

0

996

Permisson Comparison Based Malware Detection System for Android Mobile Applications
Authors: Recep Sinan Arslan, İbrahim Alper Doğru, Necaattin Barışçı
Published: 2017 , Journal of Polytechnic
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 3273

0

3273

Articles published in
Advances in Artificial Intelligence Research
Advances in Artificial Intelligence Research
El-Cezeri
El-Cezeri
Gazi Journal of Engineering Sciences
Gazi Journal of Engineering Sciences
Gazi University Journal of Science
Gazi University Journal of Science
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
International Journal of Engineering Research and Development
International Journal of Engineering Research and Development
International Scientific and Vocational Studies Journal
International Scientific and Vocational Studies Journal
Journal of Information Technologies
Journal of Information Technologies
Journal of Polytechnic
Journal of Polytechnic
Mugla Journal of Science and Technology
Mugla Journal of Science and Technology

Reviews

Acta Infologica
Acta Infologica
Afyon Kocatepe University Journal of Science and Engineering
Afyon Kocatepe University Journal of Science and Engineering
Ankara Üniversitesi Veteriner Fakültesi Dergisi
Ankara Üniversitesi Veteriner Fakültesi Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Avrupa Bilim ve Teknoloji Dergisi
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
El-Cezeri
El-Cezeri
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
Hitit Üniversitesi Sosyal Bilimler Enstitüsü Dergisi
Hitit Üniversitesi Sosyal Bilimler Enstitüsü Dergisi
International Journal of Energy Applications and Technologies
International Journal of Energy Applications and Technologies
International Journal of Engineering and Geosciences
International Journal of Engineering and Geosciences
International Journal of Engineering Research and Development
International Journal of Engineering Research and Development
Journal of Information Systems and Management Research
Journal of Information Systems and Management Research
Journal of Information Technologies
Journal of Information Technologies
Journal of Materials and Mechatronics: A
Journal of Materials and Mechatronics: A
Journal of Polytechnic
Journal of Polytechnic
Mugla Journal of Science and Technology
Mugla Journal of Science and Technology
Sakarya University Journal of Computer and Information Sciences
Sakarya University Journal of Computer and Information Sciences
Turkish Journal of Mathematics and Computer Science
Turkish Journal of Mathematics and Computer Science

Publications

Predictive Maintenance with Machine Learning and Spare Parts Management
Authors: Olcay Özge Ersöz , Metin İfraz , Semra Tebrizcik , Ali Fırat İnal , Ömer Can Eskicioğlu , Adnan Aktepe , Ahmet Kürşad Türker , Necaattin Barışçı , Tahsin Çetinyokuş , Süleyman Ersöz
Published: 2025 , Journal of Polytechnic
DOI: 10.2339/politeknik.1355228
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 2581

2

0

2581

Detection and Counting of Cell Images Using Deep Learning
Authors: Zeynep Sözen , Necaattin Barışçı
Published: 2025 , Journal of Polytechnic
DOI: 10.2339/politeknik.1484473
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 1404

2

0

1404

Brain Tumor Segmantation With Deep Learning
Authors: Bilal Taşdemir , Necaattin Barışçı
Published: 2024 , Journal of Information Technologies
DOI: 10.17671/gazibtd.1396872
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 1910

1

0

1910

Derin öğrenme kullanılarak mobil cihazlar için gerçek zamanlı yangın ve duman tespiti
Authors: Emre Şafak , Necaattin Barışçı
Published: 2023 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.1041091
CITED 6 FAVORITE 0 TOTAL DOWNLOAD COUNT 2539

6

0

2539

Malware Detection Using Image-Based Features and Machine Learning Methods
Authors: Aslıhan Güngör , İbrahim Dogru , Necaattin Barışçı , Sinan Toklu
Published: 2023 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.994289
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 1710

3

0

1710

Detection of Fake Face Images Using Lightweight Convolutional Neural Networks
Authors: Emre Şafak , Necaattin Barışçı
Published: 2022 , El-Cezeri
DOI: 10.31202/ecjse.1133527
CITED 2 FAVORITE 1 TOTAL DOWNLOAD COUNT 1303

2

1

1303

Machine Learning-Based Comparative Study For Heart Disease Prediction
Authors: Merve Güllü , M. Ali Akcayol , Necaattin Barışçı
Published: 2022 , Advances in Artificial Intelligence Research
DOI: 10.54569/aair.1145616
CITED 6 FAVORITE 0 TOTAL DOWNLOAD COUNT 1245

6

0

1245

A Survey on Lip-Reading with Deep Learning
Authors: Ali Erbey , Necaattin Barışçı
Published: 2022 , International Journal of Engineering Research and Development
DOI: 10.29137/umagd.1038899
CITED 2 FAVORITE 0 TOTAL DOWNLOAD COUNT 3947

2

0

3947

Derin öğrenme kullanılarak nesnelerin interneti tabanlı mobil sürücü yorgunluk tespiti
Authors: Emre Şafak , İbrahim Dogru , Necaattin Barışçı , Sinan Toklu
Published: 2022 , Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi
DOI: 10.17341/gazimmfd.999527
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 2863

5

0

2863

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.