Contact

All Stories

  1. Frequency ratio and machine learning-based classification of landslide susceptibility in the west of Mersin province, Türkiye: An integrated approach using SMOTE

    Article • Journal of African Earth Sciences, June 2026, Elsevier

    Dr. Caner Erden

  2. Beyond onboarding: social media, microlearning, and psychological safety in hybrid talent integration

    Article • Employee Relations The International Journal, March 2026, Emerald

    Dr. Caner Erden

  3. Adaptive learning rate optimization in deep recurrent architectures for precision PM2.5 forecasting under climate variability

    Article • Chemosphere, March 2026, Elsevier

    Dr. Caner Erden

  4. A comparative analysis of hyperparameter optimization using LSTM-based deep learning models for urban air quality predictions

    Article • Ain Shams Engineering Journal, December 2025, Elsevier

    Dr. Caner Erden

  5. An integrated SHAP-MCDM approach for slope stability prediction based on machine learning algorithms

    Article • Natural Hazards, September 2025, Springer Science + Business Media

    Dr. Abdullah Kökçam, Dr. Caner Erden

  6. Explainable AI using ensemble machine learning with integrated SHapley additive explanations (SHAP)-Borda approach for estimation of the safety factor against soil liquefaction

    Article • Environmental Earth Sciences, August 2025, Springer Science + Business Media

    Dr. Abdullah Kökçam, Dr. Caner Erden

  7. Estimation of soil liquefaction using artificial intelligence techniques: an extended comparison between machine and deep learning approaches

    Article • Environmental Earth Sciences, February 2025, Springer Science + Business Media

    Dr. Caner Erden

  8. Assessing the performance of state-of-the-art machine learning algorithms for predicting electro-erosion wear in cryogenic treated electrodes of mold steels

    Article • Advanced Engineering Informatics, August 2024, Elsevier

    Dr. Caner Erden

  9. Bibliometric AI for predicting soil liquefaction

    Article • Natural Hazards, May 2024, Springer Science + Business Media

    Dr. Caner Erden, Dr. Abdullah Kökçam

  10. Machine learning and ANFIS for welding strength

    Article • International Journal on Interactive Design and Manufacturing (IJIDeM), May 2024, Springer Science + Business Media

    Dr. Caner Erden

  11. Heuristics for supply chain and manufacturing functions

    Article • Computers & Industrial Engineering, May 2024, Elsevier

    Dr. Caner Erden

  12. Ensemble Learning Methods for Soil Liquefaction

    Article • Environmental Earth Sciences, May 2024, Springer Science + Business Media

    Dr. Caner Erden, Dr. Abdullah Kökçam

  13. AutoML for slope stability prediction

    Article • Natural Hazards, March 2024, Springer Science + Business Media

    Dr. Caner Erden, Dr. Abdullah Kökçam

  14. Sentiment Analysis of Twitter Data of Hepsiburada E-commerce Site Customers with Natural Language Processing

    Article • October 2023, Springer Science + Business Media

    Dr. Abdullah Kökçam, Dr. Caner Erden

  15. Integrated Process Planning, Scheduling, Due-Date Assignment and Delivery Using Simulated Annealing and Evolutionary Strategies

    Article • October 2023, Springer Science + Business Media

    Dr. Caner Erden

  16. Modeling Electro-Erosion Wear of Cryogenic Treated Electrodes of Mold Steels Using Machine Learning Algorithms

    Article • October 2023, Springer Science + Business Media

    Dr. Caner Erden

  17. Derin Öğrenme ve ARIMA Yöntemlerinin Tahmin Performanslarının Kıyaslanması: Bir Borsa İstanbul Hissesi Örneği

    Article • Yönetim ve Ekonomi Dergisi, September 2023, Yonetim ve Ekonomi

    Dr. Caner Erden

  18. how to choose the best location for a humanitarian logistics distribution center in Turkey.

    Article • Journal of Homeland Security and Emergency Management, June 2023, De Gruyter

    Dr. Caner Erden

  19. Using AI to predict soil liquefaction risk

    Article • Engineering Geology, June 2023, Elsevier

    Dr. Caner Erden, Dr. Abdullah Kökçam

  20. Due-Date Assignment

    Article • May 2023, Taylor & Francis

    Dr. Abdullah Kökçam, Dr. Caner Erden

  21. Dynamic Integrated Process Planning and Scheduling

    Article • May 2023, Taylor & Francis

    Dr. Abdullah Kökçam, Dr. Caner Erden

  22. Dynamic Integrated Process Planning, Scheduling, and Due-Date Assignment

    Article • May 2023, Taylor & Francis

    Dr. Abdullah Kökçam, Dr. Caner Erden

  23. Integrated Process Planning and Scheduling

    Article • May 2023, Taylor & Francis

    Dr. Abdullah Kökçam, Dr. Caner Erden

  24. Integrated Process Planning, Scheduling, Due-Date Assignment, and Delivery

    Article • May 2023, Taylor & Francis

    Dr. Abdullah Kökçam, Dr. Caner Erden

  25. Integrated Process Planning, Scheduling, and Due-Date Assignment

    Article • May 2023, Taylor & Francis

    Dr. Abdullah Kökçam, Dr. Caner Erden

  26. Integrated Process Planning, Scheduling, and Due-Date Assignment

    Article • May 2023, Taylor & Francis

    Dr. Abdullah Kökçam, Dr. Caner Erden

  27. Introduction to Integrated Process Planning, Scheduling, and Due-Date Assignment

    Article • May 2023, Taylor & Francis

    Dr. Abdullah Kökçam, Dr. Caner Erden

  28. Process Planning

    Article • May 2023, Taylor & Francis

    Dr. Abdullah Kökçam, Dr. Caner Erden

  29. Scheduling in Manufacturing

    Article • May 2023, Taylor & Francis

    Dr. Abdullah Kökçam, Dr. Caner Erden

  30. Scheduling with Due-Date Assignment

    Article • May 2023, Taylor & Francis

    Dr. Abdullah Kökçam, Dr. Caner Erden

  31. Scheduling with Due-Window Assignment

    Article • May 2023, Taylor & Francis

    Dr. Abdullah Kökçam, Dr. Caner Erden

  32. Solution Techniques in Integrated Manufacturing Functions

    Article • May 2023, Taylor & Francis

    Dr. Abdullah Kökçam, Dr. Caner Erden

  33. Optimizing tire production using Ant Colony Algorithm.

    Article • Advanced Engineering Informatics, April 2023, Elsevier

    Dr. Caner Erden, Dr. Abdullah Kökçam

  34. Predicts air pollution using AI

    Article • Urban Climate, March 2023, Elsevier

    Dr. Caner Erden

  35. Optimizing deep learning for PM2.5 prediction using genetic algorithms

    Article • International Journal of Environmental Science and Technology, January 2023, Springer Science + Business Media

    Dr. Caner Erden

  36. Machine learning predicts soil liquefaction

    Article • Computers and Geotechnics, December 2022, Elsevier

    Dr. Caner Erden, Dr. Mustafa Ozsagir

  37. Machine Learning Experiment Management with MLFlow

    Article • October 2022, IGI Global

    Dr. Caner Erden

  38. Optimize PM10 prediction: preprocess data, select features, use LSTM models

    Article • Environmental Pollution, October 2022, Elsevier

    Dr. Caner Erden

  39. Recent Advances in Intelligent Manufacturing and Service Systems

    Article • January 2022, Springer Science + Business Media

    Dr. Caner Erden

  40. Optimizing integrated planning, scheduling, and due date assignment using a modified PSO.

    Article • Scientia Iranica, March 2021, E-Ilmiah Penerbit Persatuan (E-scholarly Publishers Association)

    Dr. Caner Erden

  41. Dynamic process planning, scheduling, and due-date assignment integrated using ACO.

    Article • Computers & Industrial Engineering, November 2020, Elsevier

    Dr. Caner Erden

  42. Dynamic integrated process planning, scheduling and due date assignment (DIPPSDDA)

    Article • Mathematical Problems in Engineering, May 2019, Hindawi Publishing Corporation

    Dr. Abdullah Kökçam, Caner Erden, Dr. Caner Erden

  43. Concurrent solution of WATC scheduling with WPPW due date assignment for environmentally weighted customers, jobs and services using SA and its hybrid

    Article • Periodicals of Engineering and Natural Sciences (PEN), January 2019, International University of Sarajevo

    Dr. Abdullah Kökçam, Dr. Caner Erden