Affiliations. [1] Faculty of Technology, Department of Computer Engineering, Sakarya University of Applied Sciences, Sakarya, Türkiye.

Sakarya Uygulamalı Bilimler Üniversitesi, Teknoloji Fakültesi T4 Blok 202 nolu Oda, Esentepe Kampüsü, Serdivan/Sakarya, Türkiye

[2] AI Research and Application Center, Sakarya University of Applied Sciences, Sakarya, Türkiye.

I am currently serving as a Senior Researcher at the AI Research and Application Center within Sakarya University of Applied Sciences (SUBÜ), located in Sakarya, Turkey. Additionally, I hold the position of Associate Professor in the Faculty of Technology, specifically in the Department of Computer Engineering at SUBÜ.

Prior to my current roles, I earned a Bachelor of Science degree in Industrial Engineering from Istanbul Commerce University in 2010, followed by a Master of Science degree in Industrial Engineering from Istanbul University in 2013. Subsequently, from 2013 to 2019, I worked as a Research Assistant in the Industrial Engineering Department at Sakarya University, where I also completed my Ph.D. under the guidance of H. İbrahim Demir. My doctoral thesis focused on the integration of process planning, dynamic scheduling, and due date assignment functions in a job shop environment.

My research interests span several areas within the realm of computational sciences, including:

  • data science and data mining,
  • machine learning,
  • operations research,
  • meta-heuristic algorithms.

I am passionate about exploring innovative approaches and techniques to address complex challenges in these fields.


Jun 13, 2023 :sparkles: Integrated Process Planning, Scheduling, and Due-Date Assignment kitabımız yayınlanmıştır: link
Apr 26, 2023 :sparkles: Veri Analizi Python Kütüphaneleri kitabı yayınlanmıştır: link
Apr 22, 2023 CFP in Computers and Industrial Engineering

latest posts

selected publications

  1. Evaluation of Data Preprocessing and Feature Selection Process for Prediction of Hourly PM10 Concentration Using Long Short-Term Memory Models
    Aksangür, İpek, Eren, Beytullah,  and Erden, Caner
    Environmental Pollution Oct 2022
  2. Genetic Algorithm-Based Hyperparameter Optimization of Deep Learning Models for PM2.5 Time-Series Prediction
    Erden, C.
    Int. J. Environ. Sci. Technol. Mar 2023
  3. A Modified Integer and Categorical PSO Algorithm for Solving Integrated Process Planning, Dynamic Scheduling and Due Date Assignment Problem
    Erden, Caner, Demir, Halil Ibrahim,  and Canpolat, Onur
    Scientia Iranica Mar 2023
  4. Predicting next Hour Fine Particulate Matter (PM2.5) in the Istanbul Metropolitan City Using Deep Learning Algorithms with Time Windowing Strategy
    Eren, Beytullah, Aksangür, İpek,  and Erden, Caner
    Urban Climate Mar 2023
  5. Ant Colony Optimization Application in Bottleneck Station Scheduling
    Kılıçaslan, Emre, Demir, Halil Ibrahim,  Kökçam, Abdullah Hulusi and 2 more authors
    Advanced Engineering Informatics Apr 2023
  6. A Hyper Parameterized Artificial Neural Network Approach for Prediction of the Factor of Safety against Liquefaction
    Kurnaz, Talas Fikret, Erden, Caner,  Kökçam, Abdullah Hulusi and 2 more authors
    Engineering Geology Jun 2023
  7. Machine Learning Approaches for Prediction of Fine-Grained Soils Liquefaction
    Ozsagir, Mustafa, Erden, Caner,  Bol, Ertan and 2 more authors
    Computers and Geotechnics Dec 2022