Bilgi Yönetimi | Afyon Kocatepe Üniversitesi

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İSMAİL KAYADİBİ

Birim : İKTİSADİ VE İDARİ BİLİMLER FAKÜLTESİ

Website : aku.edu.tr

E-Posta : ikayadibi@aku.edu.tr

Yıl	Program	Üniversite	Bölüm
2022-	Doktora	SÜLEYMAN DEMİREL ÜNİVERSİTESİ	BİLGİSAYAR MÜHENDİSLİĞİ (DR)
2015-2019	Lisans	AFYON KOCATEPE ÜNİVERSİTESİ	BİYOMEDİKAL MÜHENDİSLİĞİ BÖLÜMÜ
2019-2021	Yüksek Lisans	AFYON KOCATEPE ÜNİVERSİTESİ	BİYOMEDİKAL MÜHENDİSLİĞİ (YL) (TEZLİ)

Yıl	Unvan	Üniversite	Birim
2023-	ARAŞTIRMA GÖREVLİSİ	AFYON KOCATEPE ÜNİVERSİTESİ	İKTİSADİ VE İDARİ BİLİMLER FAKÜLTESİ

1	A bibliometric analysis of artificial intelligence and machine learning applications for human resource management KOŞTI GÜLER,KAYADİBİ İSMAİL , Yayın Yeri: Future Business Journal , 2025 Uluslararası Hakemli ESCI Basılı+Elektronik
2	An AI-assisted explainable mTMCNN architecture for detection of mandibular third molar presence from panoramic radiography KAYADİBİ İSMAİL,KÖSE UTKU,GÜRAKSIN GÜR EMRE,ÇETİN BİLGÜN , Yayın Yeri: International Journal of Medical Informatics , 2025 Uluslararası Hakemli SCI-Expanded Basılı+Elektronik
3	E-MTMYOLO: an explainable YOLOv5-based architecture for accurate detection of mandibular third molar using a novel expert-annotated dataset KAYADİBİ İSMAİL,KÖSE UTKU,GÜRAKSIN GÜR EMRE,ÇETİN BİLGÜN , Yayın Yeri: The Journal of Supercomputing , 2025 Uluslararası Hakemli SCI-Expanded Basılı+Elektronik
4	A Hybrid LECNN Architecture: A Computer-Assisted Early Diagnosis System for Lung Cancer Using CT Images GÜRAKSIN GÜR EMRE,KAYADİBİ İSMAİL , Yayın Yeri: International Journal of Computational Intelligence Systems , 2025 Uluslararası Hakemli SCI-Expanded Basılı+Elektronik
5	RCFLA-YOLO: a deep learning-driven framework for the automated assessment of root canal filling quality in periapical radiographs AYHAN MUHAMMED,KAYADİBİ İSMAİL,AYKANAT BERKEHAN , Yayın Yeri: BMC Medical Education , 2025 Uluslararası Hakemli SCI-Expanded Basılı+Elektronik
6	An IoT-driven framework based on sensor technology for smart greenhouses and precision agriculture KAYADİBİ İSMAİL , Yayın Yeri: International Journal on Smart Sensing and Intelligent Systems , 2025 Uluslararası Hakemli ESCI Basılı+Elektronik
7	A lightweight St-CNN architecture based on deep learning for stress level detection from human physical activities KAYADİBİ İSMAİL,USLU OSMAN , Yayın Yeri: Scientific Reports , 2025 Uluslararası Hakemli SCI-Expanded Basılı+Elektronik
8	BCECNN: an explainable deep ensemble architecture for accurate diagnosis of breast cancer ERGÜN UÇMAN,ÇOBAN TUĞÇE,KAYADİBİ İSMAİL , Yayın Yeri: BMC Medical Informatics and Decision Making , 2025 Uluslararası Hakemli SCI-Expanded Basılı+Elektronik
9	Computer-aided tooth segmentation using image processing techniques and convolutional neural network KAYADİBİ İSMAİL,KÖSE UTKU,GÜRAKSIN GÜR EMRE , Yayın Yeri: Pamukkale University Journal of Engineering Sciences , 2024 Uluslararası Hakemli ESCI Basılı+Elektronik
10	A Hybrid R-FTCNN based on principal component analysis for retinal disease detection from OCT images KAYADİBİ İSMAİL, GÜRAKSIN GÜR EMRE, KÖSE UTKU , Yayın Yeri: Expert Systems with Applications , 2023 Uluslararası Hakemli SCI-Expanded Elektronik
11	An Explainable Fully Dense Fusion Neural Network with Deep Support Vector Machine for Retinal Disease Determination KAYADİBİ İSMAİL, GÜRAKSIN GÜR EMRE , Yayın Yeri: International Journal of Computational Intelligence Systems , 2023 Uluslararası Hakemli SCI-Expanded Elektronik
12	AN EARLY RETINAL DISEASE DIAGNOSIS SYSTEM USING OCT IMAGES VIA CNN-BASED STACKING ENSEMBLE LEARNING KAYADİBİ İSMAİL, GÜRAKSIN GÜR EMRE , Yayın Yeri: International Journal for Multiscale Computational Engineering , 2023 Uluslararası Hakemli SCI-Expanded Elektronik
13	ESA tabanlı göz durumu tespitinde görüntü önişlem yöntemlerinin etkisi KAYADİBİ İSMAİL,ERGÜN UÇMAN,GÜRAKSIN GÜR EMRE , Yayın Yeri: Niğde Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi , 2022 Ulusal Hakemli TR DİZİN Basılı
14	An Eye State Recognition System Using Transfer Learning: AlexNet-Based Deep Convolutional Neural Network KAYADİBİ İSMAİL, GÜRAKSIN GÜR EMRE, ERGÜN UÇMAN, ÖZMEN NURGÜL , Yayın Yeri: International Journal of Computational Intelligence Systems , 2022 Uluslararası Hakemli SCI-Expanded Elektronik

1	A bibliometric analysis of artificial intelligence and machine learning applications for human resource management KOŞTI GÜLER,KAYADİBİ İSMAİL , Yayın Yeri: Future Business Journal , 2025 Uluslararası Hakemli ESCI Basılı+Elektronik
2	An AI-assisted explainable mTMCNN architecture for detection of mandibular third molar presence from panoramic radiography KAYADİBİ İSMAİL,KÖSE UTKU,GÜRAKSIN GÜR EMRE,ÇETİN BİLGÜN , Yayın Yeri: International Journal of Medical Informatics , 2025 Uluslararası Hakemli SCI-Expanded Basılı+Elektronik
3	E-MTMYOLO: an explainable YOLOv5-based architecture for accurate detection of mandibular third molar using a novel expert-annotated dataset KAYADİBİ İSMAİL,KÖSE UTKU,GÜRAKSIN GÜR EMRE,ÇETİN BİLGÜN , Yayın Yeri: The Journal of Supercomputing , 2025 Uluslararası Hakemli SCI-Expanded Basılı+Elektronik
4	A Hybrid LECNN Architecture: A Computer-Assisted Early Diagnosis System for Lung Cancer Using CT Images GÜRAKSIN GÜR EMRE,KAYADİBİ İSMAİL , Yayın Yeri: International Journal of Computational Intelligence Systems , 2025 Uluslararası Hakemli SCI-Expanded Basılı+Elektronik
5	RCFLA-YOLO: a deep learning-driven framework for the automated assessment of root canal filling quality in periapical radiographs AYHAN MUHAMMED,KAYADİBİ İSMAİL,AYKANAT BERKEHAN , Yayın Yeri: BMC Medical Education , 2025 Uluslararası Hakemli SCI-Expanded Basılı+Elektronik
6	An IoT-driven framework based on sensor technology for smart greenhouses and precision agriculture KAYADİBİ İSMAİL , Yayın Yeri: International Journal on Smart Sensing and Intelligent Systems , 2025 Uluslararası Hakemli ESCI Basılı+Elektronik
7	A lightweight St-CNN architecture based on deep learning for stress level detection from human physical activities KAYADİBİ İSMAİL,USLU OSMAN , Yayın Yeri: Scientific Reports , 2025 Uluslararası Hakemli SCI-Expanded Basılı+Elektronik
8	BCECNN: an explainable deep ensemble architecture for accurate diagnosis of breast cancer ERGÜN UÇMAN,ÇOBAN TUĞÇE,KAYADİBİ İSMAİL , Yayın Yeri: BMC Medical Informatics and Decision Making , 2025 Uluslararası Hakemli SCI-Expanded Basılı+Elektronik
9	Computer-aided tooth segmentation using image processing techniques and convolutional neural network KAYADİBİ İSMAİL,KÖSE UTKU,GÜRAKSIN GÜR EMRE , Yayın Yeri: Pamukkale University Journal of Engineering Sciences , 2024 Uluslararası Hakemli ESCI Basılı+Elektronik
10	A Hybrid R-FTCNN based on principal component analysis for retinal disease detection from OCT images KAYADİBİ İSMAİL, GÜRAKSIN GÜR EMRE, KÖSE UTKU , Yayın Yeri: Expert Systems with Applications , 2023 Uluslararası Hakemli SCI-Expanded Elektronik
11	An Explainable Fully Dense Fusion Neural Network with Deep Support Vector Machine for Retinal Disease Determination KAYADİBİ İSMAİL, GÜRAKSIN GÜR EMRE , Yayın Yeri: International Journal of Computational Intelligence Systems , 2023 Uluslararası Hakemli SCI-Expanded Elektronik
12	AN EARLY RETINAL DISEASE DIAGNOSIS SYSTEM USING OCT IMAGES VIA CNN-BASED STACKING ENSEMBLE LEARNING KAYADİBİ İSMAİL, GÜRAKSIN GÜR EMRE , Yayın Yeri: International Journal for Multiscale Computational Engineering , 2023 Uluslararası Hakemli SCI-Expanded Elektronik
13	An Eye State Recognition System Using Transfer Learning: AlexNet-Based Deep Convolutional Neural Network KAYADİBİ İSMAİL, GÜRAKSIN GÜR EMRE, ERGÜN UÇMAN, ÖZMEN NURGÜL , Yayın Yeri: International Journal of Computational Intelligence Systems , 2022 Uluslararası Hakemli SCI-Expanded Elektronik

1	ESA tabanlı göz durumu tespitinde görüntü önişlem yöntemlerinin etkisi KAYADİBİ İSMAİL,ERGÜN UÇMAN,GÜRAKSIN GÜR EMRE , Yayın Yeri: Niğde Ömer Halisdemir Üniversitesi Mühendislik Bilimleri Dergisi , 2022 Ulusal Hakemli TR DİZİN Basılı

1	Reducing Symptoms of Eyestrain with a Warning System Based on the Number of Blinks GÜRAKSIN GÜR EMRE, ÖZMEN SÜZME NURGÜL, KAYADİBİ İSMAİL, ERGÜN UÇMAN , Yayın Yeri:4th International Scientific Research Congress Uluslararası Tam metin bildiri

Dönem	Ders Adı	Dili	Saati

Yıl	Hazırlayan Ad Soyad	Tez Adı

Yıl	Ünvan	Üniversite	Birim

1	ÇEVRE VE ŞEHİRCİLİK BAKANLIĞI (Sarıcakaya Belediyesi) , Mühendis (Bilgi İşlem Müdürlüğü) 2019 - 2023

Toplam Yayın ve Atıf Sayısı

	WoS	Scopus	TrDizin
📜Yayın Sayısı	13	12	1
⭐Atıf Sayısı	96	125	1

Yıllara Göre Yayın ve Atıf Sayısı

YAYIN LİSTESİ

📅Yıl	📄Makaleler	Atıf Sayısı	Yazarlar
2025	A Hybrid LECNN Architecture: A Computer-Assisted Early Diagnosis System for Lung Cancer Using CT Images	9	Güraksın, Gür Emre*Kayadibi, Ismail
2025	An AI-assisted explainable mTMCNN architecture for detection of mandibular third molar presence from panoramic radiography	8	Kayadibi, İsmailKöse, UtkuGüraksın, Gür Emre*Çetin, Bilgün
2025	An IoT-driven framework based on sensor technology for smart greenhouses and precision agriculture	3	Kayadibi, İsmail
2023	An Explainable Fully Dense Fusion Neural Network with Deep Support Vector Machine for Retinal Disease Determination	35	Kayadibi, İsmail*Güraksın, Gür Emre
2023	A Hybrid R-FTCNN based on principal component analysis for retinal disease detection from OCT images	27	Kayadibi, İsmailGüraksın, Gür EmreKöse, Utku
2023	AN EARLY RETINAL DISEASE DIAGNOSIS SYSTEM USING OCT IMAGES VIA CNN-BASED STACKING ENSEMBLE LEARNING	17	Kayadibi, Ismail*Güraksın, Gür Emre
2022	An Eye State Recognition System Using Transfer Learning: AlexNet-Based Deep Convolutional Neural Network	22	Kayadibi, IsmailGüraksın, Gür EmreErgün, Uçman*Özmen Süzme, Nurgül
2025	RCFLA-YOLO: a deep learning-driven framework for the automated assessment of root canal filling quality in periapical radiographs	2	Ayhan, MuhammedKayadibi, İsmailAykanat, Berkehan
2025	E-MTMYOLO: an explainable YOLOv5-based architecture for accurate detection of mandibular third molar using a novel expert-annotated dataset	2	Kayadibi, İsmailKöse, UtkuGüraksın, Gür Emre*Çetin, Bilgün
2025	BCECNN: an explainable deep ensemble architecture for accurate diagnosis of breast cancer	0	Ergün, UçmanÇoban, TuğçeKayadibi, İsmail
2025	A lightweight St-CNN architecture based on deep learning for stress level detection from human physical activities	0	Kayadibi, İsmail*Uslu, Osman
2025	An XAI-Driven Hybrid YOLOv8-LRP Architecture for the Detection of Impacted Mandibular Third Molars in Panoramic Radiography	0	Kayadibi, IsmailKose, UtkuGuraksin, Gur Emre*Cetin, Bilgun

YAYIN LİSTESİ

📅Yıl	📄Makaleler	Atıf Sayısı	Yazarlar
2022	An Eye State Recognition System Using Transfer Learning: AlexNet-Based Deep Convolutional Neural Network	14	Kayadibi, IsmailGuraksin, Gur EmreErgun, Ucman*Ozmen Suzme, Nurgul
2023	AN EARLY RETINAL DISEASE DIAGNOSIS SYSTEM USING OCT IMAGES VIA CNN-BASED STACKING ENSEMBLE LEARNING	7	Kayadibi, Ismail*Gueraksin, Guer Emre
2023	An Explainable Fully Dense Fusion Neural Network with Deep Support Vector Machine for Retinal Disease Determination	30	Kayadibi, Ismail*Guraksin, Gur Emre
2023	A Hybrid R-FTCNN based on principal component analysis for retinal disease detection from OCT images	23	Kayadibi, IsmailGuraksin, Gur EmreKose, Utku
2025	An AI-assisted explainable mTMCNN architecture for detection of mandibular third molar presence from panoramic radiography	6	Kayadibi, IsmailKose, UtkuGuraksin, Gur Emre*Cetin, Bilgun
2024	Computer-aided tooth segmentation using image processing techniques and convolutional neural network	3	Kayadibi, IsmailKose, UtkuGuraksin, Gur Emre
2025	An IoT-driven framework based on sensor technology for smart greenhouses and precision agriculture	2	Kayadibi, Ismail
2025	A Hybrid LECNN Architecture: A Computer-Assisted Early Diagnosis System for Lung Cancer Using CT Images	6	Guraksin, Gur Emre*Kayadibi, Ismail
2025	RCFLA-YOLO: a deep learning-driven framework for the automated assessment of root canal filling quality in periapical radiographs	2	Ayhan, MuhammedKayadibi, IsmailAykanat, Berkehan
2025	A bibliometric analysis of artificial intelligence and machine learning applications for human resource management	1	Kosti, Guler*Kayadibi, Ismail
2025	E-MTMYOLO: an explainable YOLOv5-based architecture for accurate detection of mandibular third molar using a novel expert-annotated dataset	2	Kayadibi, IsmailKose, UtkuGuraksin, Gur Emre*Cetin, Bilgun
2025	A lightweight St-CNN architecture based on deep learning for stress level detection from human physical activities	0	Kayadibi, Ismail*Uslu, Osman
2025	BCECNN: an explainable deep ensemble architecture for accurate diagnosis of breast cancer	0	Ergun, UcmanCoban, TugceKayadibi, Ismail

YAYIN LİSTESİ

📅Yıl	📄Makaleler	Atıf Sayısı	Yazarlar
2022	ESA tabanlı göz durumu tespitinde görüntü önişlem yöntemlerinin etkisi	1	İsmail KAYADİBİUçman ERGÜNGür Emre GÜRAKSIN