publications

Publications by categories in reversed chronological order.

2024

  1. Comparison of machine learning algorithms for slope stability prediction using an automated machine learning approach
    Kurnaz, Talas Fikret, Erden, Caner,  Dağdeviren, Uğur and 2 more authors
    Natural Hazards Mar 2024
  2. Welding strength prediction in nuts to sheets joints: machine learning and ANFIS comparative analysis
    Albak, Bircan, Erden, Caner,  Ünal, Osman and 2 more authors
    International Journal on Interactive Design and Manufacturing (IJIDeM) May 2024
  3. Assessing the performance of state-of-the-art machine learning algorithms for predicting electro-erosion wear in cryogenic treated electrodes of mold steels
    Cetin, Abdurrahman
    Advanced Engineering Informatics May 2024
  4. A comparative analysis of ensemble learning algorithms with hyperparameter optimization for soil liquefaction prediction
    Demir, Alparslan Serhat, Kurnaz, Talas Fikret,  Kökçam, Abdullah Hulusi and 2 more authors
    Environmental Earth Sciences May 2024

2023

  1. Distribution Center Location Selection in Humanitarian Logistics Using Hybrid BWM-ARAS: A Case Study in Türkiye
    Erden, Caner, Ateş, Çağdaş,  and Esen, Sinan
    Journal of Homeland Security and Emergency Management Jun 2023
  2. Integrated Process Planning, Scheduling, and Due-Date Assignment
    Demir, Halil Ibrahim, Kökçam, Abdullah Hulusi,  and Erden, Caner
    Jun 2023
  3. Enhancing Machine Learning Model Performance with Hyper Parameter Optimization: A Comparative Study
    Erden, Caner, Demir, Halil Ibrahim,  and Kökçam, Abdullah Hulusi
    Feb 2023
  4. Genetic Algorithm-Based Hyperparameter Optimization of Deep Learning Models for PM2.5 Time-Series Prediction
    Erden, C.
    Int. J. Environ. Sci. Technol. Mar 2023
  5. 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
  6. 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
  7. 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
  8. 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
  9. Machine Learning Experiment Management with MLFlow
    Erden, Caner
    Jun 2023
  10. Derin Öğrenme ve ARIMA Yöntemlerinin Tahmin Performanslarının Kıyaslanması: Bir Borsa İstanbul Hissesi Örneği
    Erden, Caner
    Yönetim ve Ekonomi Dergisi Sep 2023

2022

  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. The Transition to 5G Project In The Telecommunications Industry Using CPM and PERT Techniques
    Arslan, Faruk, Demir, Halil Ibrahim,  Erden, Caner and 1 more author
    In 4th International Conference on Applied Engineering and Natural Sciences Nov 2022
  3. Taşı ma Modları ve Ulaştı rma Modelleri
    Erden, Caner
    Nov 2022
  4. Makine Öğrenmesinde Hiper Parametre Optimizasyonu
    Erden, Caner
    Nov 2022
  5. 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
  6. Recent Advances in Intelligent Manufacturing and Service Systems: Select Proceedings of IMSS 2021
    Dec 2022
  7. Economic Analysis and Determination of Profitability of an Automotive Company’s Building Construction Investment
    Yuvalı, Enes, Demir, Halil Ibrahim,  Kökçam, Abdullah and 1 more author
    In 4th International Conference on Applied Engineering and Natural Sciences Nov 2022

2021

  1. A Multi-Criteria Decision Making and Goal Programming Model for Fire Station Location Selection
    Alkan, Melek, Demir, Halil,  Erden, Caner and 1 more author
    In Proceedings of 11th International Symposium on Intelligent Manufacturing and Service Systems May 2021
  2. Alternative Cleaning Company Selection Method With Fuzzy Topsis
    Bayındır, Sümeyye, Demir, Halil,  Erden, Caner and 1 more author
    In Proceedings of 11th International Symposium on Intelligent Manufacturing and Service Systems May 2021
  3. Hybrid Evolutionary Strategy and Simulated Annealing Algorithms for Integrated Process Planning, Scheduling and Due-Date Assignment Problem
    Demir, Halil I\.ḃrahim, Phanden, Rakesh,  Kökçam, Abdullah and 2 more authors
    Academic Platform Journal of Engineering and Science Jan 2021
  4. A Tabu Search and Hybrid Evolutionary Strategies Algorithms for the Integrated Process Planning and Scheduling with Due-date Agreement
    Demi̇R, Halil İbrahim, Erden, Caner,  Kökçam, Abdullah and 1 more author
    Journal of Intelligent Systems: Theory and Applications Mar 2021
  5. Python İle Veri Madenciliği
    Erden, Caner
    Mar 2021
  6. Green Supply Chain Management in the Context of Sustainability
    Koç, Serkan,  and Erden, Caner
    Journal of Business and Trade Mar 2021

2020

  1. Dynamic Integrated Process Planning, Scheduling and Due-Date Assignment Using Ant Colony Optimization
    Demir, Halil Ibrahim,  and Erden, Caner
    Computers & Industrial Engineering Nov 2020

2019

  1. Concurrent Solution of WATC Scheduling with WPPW Due Date Assignment for Environmentally Weighted Customers, Jobs and Services Using SA and Its Hybrid
    Demir, Halil Ibrahim, Erden, Caner,  Kökçam, Abdullah Hulusi and 1 more author
    PEN Jan 2019
  2. Solving Integrated Process Planning, Dynamic Scheduling, and Due Date Assignment Using Metaheuristic Algorithms
    Erden, Caner, Demir, Halil Ibrahim,  and Kökçam, Abdullah Hulusi
    Mathematical Problems in Engineering May 2019

2018

  1. Process Planning and Scheduling with WNOPPT Weighted Due-Date Assignment Where Earliness, Tardiness and Due-Dates Are Penalized
    Demi̇r, Halil İbrahim, Canpolat, Onur,  Erden, Caner and 1 more author
    Journal of Intelligent Systems: Theory and Applications Sep 2018
  2. Solving Process Planning, ATC Scheduling and Due-date Assignment Problems Concurrently Using Genetic Algorithm for Weighted Customers
    Erden, Caner, Demir, Halil İbrahim,  Göksu, Alper and 1 more author
    Academic Platform-Journal of Engineering and Science Jan 2018

2017

  1. Integrating Process Planning, WATC Weighted Scheduling, and WPPW Weighted Due-Date Assignment Using Pure and Hybrid Metaheuristics for Weighted Jobs
    Demir, Halil Ibrahim, Erden, Caner,  Demiriz, Ayhan and 2 more authors
    International Journal of Computational and Experimental Science and Engineering Jun 2017
  2. Proses Planlama ve Ağı rlı klı Teslim Tarihi Atama Ile Birlikte Ağı rlı klı Çizelgeleme Probleminin Bazı Saf ve Melez Meta-Sezgisel Yöntemler Ile Çözümü
    Demir, Halil İbrahim,  and Erden, Caner
    SAÜ Fen Bilimleri Enstitüsü Dergisi Apr 2017

2016

  1. Accident Causation Factor Analysis of Traffic Accidents using Rough Relational Analysis:
    Erden, Caner,  and Çelebi, Numan
    International Journal of Rough Sets and Data Analysis Jul 2016
  2. İplik Sürtünme Özelliklerinin İncelemesinde Kaba Kümeler Yaklaşı mı
    Erden, Caner,  and Nazarov, Muhammed
    Erzincan University Journal of Science and Technology Jun 2016

2015

  1. Gri Sistem Teorisi Kullanı larak Türkiye’nin Büyüme Oranı Faktörlerinin Analizi
    Ceviz, Emre,  and Erden, Caner
    SAUFenBilDer Aug 2015