muhammed celik

@gop.edu.tr

Research Assistant/ Computer Engineering/ Faculty of Engineering and Architecture
Tokat Gaziosmanpasa University

RESEARCH INTERESTS

Robotics, Deep Learning, Machine Learning
184

Scholar Citations

4

Scholar h-index

3

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Vision differential Transformer for brain tumor classification
    M Celik, O Inik
    Engineering Applications of Artificial Intelligence 163, 112913 , 2026
    2026.0
  • Review of deep learning-based segmentation methods: Popular approaches, literature gaps, and opportunities
    M Celik, O Inik
    Displays, 103225 , 2025
    2025.0
    Citations: 8
  • Visual-based obstacle avoidance method using advanced CNN for mobile robots
    O Misir, M Celik
    Internet of Things 31, 101538 , 2025
    2025.0
    Citations: 13
  • Development of hybrid models based on deep learning and optimized machine learning algorithms for brain tumor Multi-Classification
    M Celik, O Inik
    Expert Systems with Applications 238, 122159 , 2024
    2024.0
    Citations: 142
  • Multiple Classification of Brain Tumors for Early Detection Using a Novel Convulational Neural Network Model
    M Celik, O Inik
    Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi … , 2023
    2023.0
    Citations: 3
  • Detection of Monkeypox Among Different Pox Diseases with Different Pre-Trained Deep Learning Models
    M Celik, O Inik
    Journal of the Institute of Science and Technology 13 (1), 10-21 , 2023
    2023.0
    Citations: 16
  • Gps Predictive Internet of Things (IoT) Based Air Conditioner Control System
    M ÇELİK, M DURGUN, L GÖKREM
    Journal of New Results in Engineering and Natural Sciences, 9-20 , 2022
    2022.0
    Citations: 1
  • Waypoint-Based Path Tracking Approach For Self-Organized Swarm Robots
    O MISIR, M ÇELİK, L GÖKREM
    International Journal of Engineering Research and Development 14 (2), 799-815 , 2022
    2022.0
    Citations: 1
  • Bulanık Mantık Tabanlı Bir Hibrit Yol Takip Yöntemi
    M Çelik, C Ulu
    Avrupa Bilim ve Teknoloji Dergisi, 301-306 , 2021
    2021.0
  • Takım Oyunu Stratejisi için Görüntü İşleme Kullanan Kontrol Algoritmasının Geliştirilmesi
    M Karaköse, O Yaman, M Çelik
    Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi 11 (1), 1-11 , 2020
    2020.0
  • Gps Öngörülü Nesnelerin İnterneti Tabanlı Klima Kontrol Sistemi
    M ÇELİK, M DURGUN, L GÖKREM

MOST CITED SCHOLAR PUBLICATIONS

  • Development of hybrid models based on deep learning and optimized machine learning algorithms for brain tumor Multi-Classification
    M Celik, O Inik
    Expert Systems with Applications 238, 122159 , 2024
    2024.0
    Citations: 142
  • Detection of Monkeypox Among Different Pox Diseases with Different Pre-Trained Deep Learning Models
    M Celik, O Inik
    Journal of the Institute of Science and Technology 13 (1), 10-21 , 2023
    2023.0
    Citations: 16
  • Visual-based obstacle avoidance method using advanced CNN for mobile robots
    O Misir, M Celik
    Internet of Things 31, 101538 , 2025
    2025.0
    Citations: 13
  • Review of deep learning-based segmentation methods: Popular approaches, literature gaps, and opportunities
    M Celik, O Inik
    Displays, 103225 , 2025
    2025.0
    Citations: 8
  • Multiple Classification of Brain Tumors for Early Detection Using a Novel Convulational Neural Network Model
    M Celik, O Inik
    Eskişehir Osmangazi Üniversitesi Mühendislik ve Mimarlık Fakültesi Dergisi … , 2023
    2023.0
    Citations: 3
  • Gps Predictive Internet of Things (IoT) Based Air Conditioner Control System
    M ÇELİK, M DURGUN, L GÖKREM
    Journal of New Results in Engineering and Natural Sciences, 9-20 , 2022
    2022.0
    Citations: 1
  • Waypoint-Based Path Tracking Approach For Self-Organized Swarm Robots
    O MISIR, M ÇELİK, L GÖKREM
    International Journal of Engineering Research and Development 14 (2), 799-815 , 2022
    2022.0
    Citations: 1
  • Vision differential Transformer for brain tumor classification
    M Celik, O Inik
    Engineering Applications of Artificial Intelligence 163, 112913 , 2026
    2026.0
  • Bulanık Mantık Tabanlı Bir Hibrit Yol Takip Yöntemi
    M Çelik, C Ulu
    Avrupa Bilim ve Teknoloji Dergisi, 301-306 , 2021
    2021.0
  • Takım Oyunu Stratejisi için Görüntü İşleme Kullanan Kontrol Algoritmasının Geliştirilmesi
    M Karaköse, O Yaman, M Çelik
    Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi 11 (1), 1-11 , 2020
    2020.0
  • Gps Öngörülü Nesnelerin İnterneti Tabanlı Klima Kontrol Sistemi
    M ÇELİK, M DURGUN, L GÖKREM