Affiliations. AI Research and Application Center, Sakarya University of Applied Sciences, Sakarya, Türkiye.


I am a senior researcher at AI Research and Application Center, Sakarya University of Applied Sciences (SUBÜ), Sakarya, Türkiye and currently working as associate professor in the Faculty of Applied Sciences, SUBÜ. Previously, I received my B.S. in industrial engineering from Istanbul Commerce University in 2010, M.S. in industrial engineering from Istanbul University in 2013. From 2013-2019 I worked as resarch assistant at industrial engineering department in Sakarya University and completed my Ph.D. there advised by H. İbrahim Demir. My thesis integrated process planning, dynamic scheduling and due date assignment functions in a job shop.

My research interests include:

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


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