Dr. &#214;ğr. &#220;yesi İsmail AKG&#220;L

CMES - COMPUTER MODELING IN ENGINEERING AND SCIENCES , cilt.141, sa.1, ss.751-770, 2024 (SCI-Expanded)

A Novel Artificial Intelligence-Based Hybrid System to Improve Breast Cancer DetectionUsing DCE-MRI

Akgül İ., Kaya V., Karavaş E., Aydın S., Baran A.

BULLETIN OF THE POLISH ACADEMY OF SCIENCES. TECHNICAL SCIENCES , cilt.72, sa. 3, ss.1-11, 2024 (SCI-Expanded)

Covid-19 detection on x-ray images using a deep learning architecture

Akgül İ., Kaya V., Ünver E., Karavaş E., Baran A., Tuncer S.

JOURNAL OF ENGINEERING RESEARCH , cilt.11, sa.2B, ss.15-26, 2023 (SCI-Expanded)

Mobile-DenseNet: Detection of building concrete surface cracks using a new fusion technique based on deep learning

Akgül İ., Kaya V., Zencir Tanır Ö.

HELIYON , cilt.9, sa.10, ss.1-11, 2023 (SCI-Expanded)

A Novel Hybrid Model Based on Machine and Deep Learning Techniques for the Classification of Microalgae

Kaya V., Akgül İ., Tanır Ö. Z.

Phyton-International Journal of Experimental Botany , cilt.92, sa.9, ss.2519-2534, 2023 (SCI-Expanded)

A novel hybrid system for automatic detection of fish quality from eye and gill color characteristics using transfer learning technique.

PloS one , cilt.18, sa.4, 2023 (SCI-Expanded)

IsVoNet8: A Proposed Deep Learning Model for Classification of Some Fish Species

Kaya V., Akgül İ., Zencir Tanır Ö.

TARIM BILIMLERI DERGISI , cilt.29, sa.1, ss.298-307, 2023 (SCI-Expanded)

Diğer Dergilerde Yayınlanan Makaleler

Deep convolutional neural networks for age and gender estimation using an imbalanced dataset of human face images

NEURAL COMPUTING AND APPLICATIONS , 2024 (Scopus)

Detecting terror threat elements using natural language processing

Güler A., Akgül İ.

Journal of Scientific Reports-B , sa.010, ss.1-12, 2024 (Hakemli Dergi)

Deep Learning Based Models for Detection of Diabetic Retinopathy

Akgül İ., Yavuz Ö. Ç., Yavuz U.

TEHNICKI GLASNIK-TECHNICAL JOURNAL , cilt.17, sa.4, ss.581-587, 2023 (ESCI)

A Novel Deep Learning Method for Detecting Defects in Mobile Phone Screen Surface Based on Machine Vision

SAKARYA UNIVERSITY JOURNAL OF SCIENCE , cilt.27, sa.2, ss.442-451, 2023 (Hakemli Dergi)

Classification of skin cancer using VGGNet model structures

Gümüşhane Üniversitesi Fen Bilimleri Dergisi , cilt.13, sa.1, ss.190-198, 2023 (Hakemli Dergi)

Detection of Defects in Printed Circuit Boards with Machine Learning and Deep Learning Algorithms

Avrupa Bilim ve Teknoloji Dergisi , sa.41, ss.183-186, 2022 (Hakemli Dergi)

OBJECT RECOGNITION WITH DEEP LEARNING AND MACHINE LEARNING METHODS

Akgül İ., Aydın Y.

Technological Applied Sciences , cilt.17, sa.4, ss.54-61, 2022 (Hakemli Dergi)

REALIZATION OF A YOLO-V3-BASED APPLICATION FOR THE DETECTION OF TICK-BORNE CASES

Engineering Sciences , cilt.17, sa.3, ss.35-41, 2022 (Hakemli Dergi)

Derin Öğrenme Modeli ile Yüz İfadelerinden Duygu Tanıma

Akar F., Akgül İ.

Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi , cilt.12, sa.1, ss.69-79, 2022 (Hakemli Dergi)

CLASSIFICATION of CELLS INFECTED with the MALARIA PARASITE with RESNET ARCHITECTURES

Journal of scientific reports-A (Online) , sa.048, ss.42-54, 2022 (Hakemli Dergi)

Örtülü Bilgi Paylaşımı ile Çalışan Yaratıcılığı Arasındaki İlişkide Algılanan Örgütsel Desteğin Aracı Rolü

Akgül İ., Yavuz U.

JOURNAL OF GRADUATE SCHOOL OF SOCIAL SCIENCES , cilt.25, sa.1, ss.193-213, 2021 (Hakemli Dergi)

BT ÇALIŞANLARININ YENİLİKÇİ DAVRANIŞLARININ DEMOGRAFİK ÖZELLİKLER AÇISINDAN İNCELENMESİ

Akgül İ., Yavuz U.

Erzincan Üniversitesi Sosyal Bilimler Enstitüsü Dergisi , cilt.12, sa.1, ss.54-72, 2019 (Hakemli Dergi)

LİDERLİK STİLLERİ İLE ÖRGÜTSEL BAĞLILIK ARASINDAKİ İLİŞKİDE İŞ TATMİNİNİN ARACILIK ETKİSİ: AKADEMİSYENLER ÜZERİNE BİR ÇALIŞMA

Yücel İ., Akgül İ.

Cumhuriyet Üniversitesi İktisadi ve İdari Bilimler Dergisi , cilt.17, sa.1, ss.209-226, 2016 (Hakemli Dergi)

Hakemli Kongre / Sempozyum Bildiri Kitaplarında Yer Alan Yayınlar

The Effect on Model Performance of Increasing the Batch Size during Training

4th Global Conference on Engineering Research (GLOBCER’24), Balıkesir, Türkiye, 16 - 19 Ekim 2024, ss.14-20

A REVIEW ON THE SCIENCE OF NATURAL LANGUAGE PROCESSING

Güler A., Akgül İ.

3rd INTERNATIONAL AZERBAIJAN CONGRESS ON LIFE, ENGINEERING, AND APPLIED SCIENCES, Baku, Azerbaycan, 26 - 28 Kasım 2022, ss.126-133

Classification of Electronic Circuit Elements by Machine Learning Based Methods

6th INTERNATIONAL CONFERENCE ON ADVANCES IN NATURAL & APPLIED SCIENCE, Ağrı, Türkiye, 11 - 13 Ekim 2022, ss.136-140

Recognition and Classification of Vegetable Types in Agricultural Areas Using the Mobilenet Model Structure

1st International Computer Science, Engineering and Information Technology Congress (ICSITY 2022), Warszawa, Polonya, 29 - 30 Eylül 2022, ss.63-70

DETECTION BASED ON TRANSFER LEARNING APPROACH FOR PREVENTION AND EARLY DETECTION OF PEACH PLANT DISEASE FROM LEAF IMAGES

USBILIM 2nd International Conference on Artificial Intelligence Studies, Ankara, Türkiye, 17 - 18 Eylül 2022, ss.99-104

A REVIEW ON ARTIFICIAL NEURAL NETWORKS

Rumeli 1ST International Scientific Research Conference On Sustainable Engineering And Technology (ISRCSET’22), İstanbul, Türkiye, 13 - 15 Mayıs 2022, ss.136-145

DETECTION OF POTHOLES ON HIGHWAY USING DEEP LEARNING

7th INTERNATIONAL CONGRESS ON ENGINEERING AND TECHNOLOGY MANAGEMENT, İstanbul, Türkiye, 16 - 18 Nisan 2022, ss.361-367

Koronavirüse Karşı Yüz Maskesi Tespitinin Derin Öğrenme Yöntemleri Kullanılarak İncelenmesi

Akgül İ., Kaya V., Baran A.

4. Uluslararası İpek Yolu Akademik Çalışmalar Sempozyumu, Nevşehir, Türkiye, 17 - 18 Aralık 2020, ss.149-154

Kitap & Kitap Bölümleri

ACTIVATION FUNCTIONS USED IN ARTIFICIAL NEURAL NETWORKS

Academic Studies in Engineering, Prof. Dr. Çoşkun ÖZALP, Editör, Gece Kitaplığı, Ankara, ss.41-58, 2023

OBJECT DETECTION WITH ARTIFICIAL INTELLIGENCE: YOLO APPLICATION

Interdisciplinary Engineering Sciences Concepts, Researches and Applications, Prof. Dr. Serkan Islak, Editör, Livre de Lyon, Lyon, ss.109-126, 2022

Learning Performance of Optimization Algorithms in Convolutional Neural Networks: An Application