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Assoc. Prof. Dr. Emre ÖZBİLGE

Faculty of Engineering/Computer Engineering
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E-mail:
eozbilge@ciu.edu.tr
Phone No:
+90 392 671 11 11
Extension:
2456
Eastern Mediterranean University

Computer Engineering (Undergraduate , 2006)

University of Sussex

Intelligent Systems (Master , 2007)

University of Essex

Computer Science (Master , 2008)

University of Ulster

Computing and Engineering (PhD , 2013)

    Articles published in peer reviewed international journals (SCI,SSCI,Arts and Humanities)
  • Improving Pinworm Eggs Segmentation With Stacked Transfer Learning-Based U-Net Ensembles - 2026
  • Self-Attention-Based Xception Convolutional Neural Network for Keratoconus Stage Classification Using 2-D RGB Corneal Images - 2026
  • Ensembling object detection models for robust and reliable malaria parasite detection in thin blood smear microscopic images - 2024
  • Determination of medical emergency via new intuitionistic fuzzy correlation measures based on Spearman’s correlation coefficient - 2024
  • Fusion of Novelty Detectors Using Deep and Local Invariant Visual Features for Inspection Task - 2022
  • Artificial intelligence-assisted RT-PCR detection model for rapid and reliable diagnosis of COVID-19 - 2022
  • Tomato disease recognition using a compact convolutional neural network - 2022
  • Inverse problem for a time fractional parabolic equation with nonlocal boundary conditions - 2022
  • Modelling and analysis of IoT technology using neural networks in agriculture environment - 2020
  • Experiments in online expectation-based novelty-detection using 3D shape and colour perceptions for mobile robot inspection - 2019
  • On-line expectation-based novelty detection for mobile robots - 2016
    • Articles published in other peer reviewed international journals
  • Integrating Neutrosophic Analysis into Economic Growth and Sustainable Development Evaluation - 2026
  • Enhancing educational environments with Social Media Feedback Evaluation Employing Hybrid Neutrosophic Decision Optimization (HNDO) and Neutrosophic Sentiment Fusion (NSF) - 2025
  • Logarithmic neutrosophic logical communicated to basic interaction aggregating operators using various finite weighted with extension - 2025
  • Robust Plant Disease Recognition Using a Neutrosophic-Enhanced, RBF-Based Stacked Ensemble of ConvNeXt and Classical CNN Models - 2025
  • Detection of Keratoconus through YOLOv8 Region of Interest Preprocessing and Pre-trained Convolutional Neural Networks Using 2D Images - 2025
  • On embedding family of numerical scheme for solving non-linear equations with engineering applications - 2024
  • Extending the concepts of complex interval valued neutrosophic subbisemiring of bisemiring - 2024
  • Determination of the unknown source function in time fractional parabolic equation with Dirichlet boundary conditions - 2016
    • Articles published in National journals
  • Wind Speed Prediction Using Deep Recurrent Neural Networks and Farm Platform Features for One-Hour-Ahead Forecast - 2024
  • Skin Cancer Recognition Using Compact Deep Convolutional Neural Network - 2023
    • Papers presented in international conferences and printed as proceedings
  • Ensembling U-Net-Based Models for Lesion Segmentation Through Genetic Algorithm - 2025
  • Cryptocurrency Prediction Using Deep Recurrent Neural Networks - 2024
  • Use of artificial intelligence on rapid COVID-19 diagnosis using real-time polymerase chain reaction data - 2022
  • Plant Disease Identification Through Deep Learning - 2021
  • Automated malaria parasite detection using artificial neural network - 2020
  • Detecting static and dynamic novelties using dynamic neural network - 2017
  • Novelty Detection in Static and Dynamic Environments - 2010
  • Expectation-Based Novelty Detection in Mobile Robotics - 2009
    • Papers presented in National conferences and printed as proceedings
  • Comparative Analysis of Deep Recurrent Neural Networks for Speech Recognition - 2024
  • Detection of Plasmodium parasites using a deep learning model from images obtained from thin blood smears: pilot study data - 2023
  • Machine learning-assisted rapid cervical human papillomavirus genotyping - 2023
  • Analysis and Modelling of Meteorological Sensory Signals for One-Hour-Ahead Wind Speed Forecasting using Dynamic Neural Networks - 2022
  • Machine Learning
  • Artificial Intelligence
  • Deep Learning
  • Computer Vision & Image Processing
  • Robotics
  • Medical Imaging
  • Medical Diagnosis
    Master Thesis Supervised

  • Skin Cancer Recognition using Deep Convolutional Neural Network - 2023

  • Malaria Detection using Machine Learning - 2023

  • Big Data Management in Digital Music: Music Genre Classification - 2024

  • Speech Recognition using Recurrent Neural Network and Convolutional Neural Network - 2024

  • Application of Machine Learning Algorithms to Predict Cryptocurrency Prices - 2024

  • Skin Cancer Identification Through Deep Ensemble Learning - 2024

  • Aggregation of UNet-Based Pre-Trained Deep Convolutional Models with Evolution Strategy - 2024

  • Stacked Ensemble of Transfer Learning-Based U-Net Models for Semantic Segmentation of Pinworm Parasite Eggs - 2025

  • Advanced Ensemble Learning for Multiclass Glioma Segmentation using 3D U-NET Models - 2025

  • Machine Learning Based Algorithm Selection for Sorting Numeric Arrays - 2026