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Caner Erden

Observed names: C. Erden, Caner ERDEN, Erden, Caner
ORCID: 0000-0002-7311-862X
Observed ORCID: 0000-0002-7311-862X
OpenAlex ID: A5013074930
Machine learning approaches for prediction of fine-grained soils liquefaction
2022 · Mustafa Ozsagir, Caner Erden, et al. · Computers and Geotechnics · 102
Genetic algorithm-based hyperparameter optimization of deep learning models for PM2.5 time-series prediction
2023 · C. Erden · International Journal of Environmental Science and Technology · 83
Comparison of machine learning algorithms for slope stability prediction using an automated machine learning approach
2024 · Talas Fikret Kurnaz, Caner Erden, et al. · Natural Hazards · 69
Predicting next hour fine particulate matter (PM2.5) in the Istanbul Metropolitan City using deep learning algorithms with time windowing strategy
2023 · Beytullah Eren, İpek Aksangür, et al. · Urban Climate · 68
A hyper parameterized artificial neural network approach for prediction of the factor of safety against liquefaction
2023 · Talas Fikret Kurnaz, Caner Erden, et al. · Engineering Geology · 54
Dynamic integrated process planning, scheduling and due-date assignment using ant colony optimization
2020 · Halil Ibrahim Demir, Caner Erden · Computers & Industrial Engineering · 49
Evaluation of data preprocessing and feature selection process for prediction of hourly PM10 concentration using long short-term memory models
2022 · İpek Aksangür, Beytullah Eren, et al. · Environmental Pollution · 41
Estimation of soil liquefaction using artificial intelligence techniques: an extended comparison between machine and deep learning approaches
2025 · Eyyüp Hakan Şehmusoğlu, Talas Fikret Kurnaz, et al. · Environmental Earth Sciences · 25
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Assessing the performance of state-of-the-art machine learning algorithms for predicting electro-erosion wear in cryogenic treated electrodes of mold steels
2024 · Abdurrahman Cetin, Gokhan Atali, et al. · Advanced Engineering Informatics · 25
Distribution Center Location Selection in Humanitarian Logistics Using Hybrid BWM–ARAS: A Case Study in Türkiye
2023 · Caner Erden, Çağdaş Ateş, et al. · Journal of Homeland Security and Emergency Management · 24
Enhancing Machine Learning Model Performance with Hyper Parameter Optimization: A Comparative Study
2023 · Erden, Caner, Demir, Halil Ibrahim, et al. · arXiv (Cornell University) · 19
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Solving Integrated Process Planning, Dynamic Scheduling, and Due Date Assignment Using Metaheuristic Algorithms
2019 · Caner Erden, Halil Ibrahim Demir, et al. · Mathematical Problems in Engineering · 18
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A comparative analysis of ensemble learning algorithms with hyperparameter optimization for soil liquefaction prediction
2024 · Alparslan Serhat Demir, Talas Fikret Kurnaz, et al. · Environmental Earth Sciences · 13
Gri Sistem Teorisi Kullanılarak Türkiye’nin Büyüme Oranı Faktörlerinin Analizi
2015 · Caner Erden, Emre Ceviz · Sakarya University Journal of Science · 13
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A comparative analysis of hyperparameter optimization using LSTM-based deep learning models for urban air quality predictions
2025 · Beytullah Eren, Caner Erden, et al. · Ain Shams Engineering Journal · 12
Meta-heuristic algorithms for integrating manufacturing and supply chain functions
2024 · Onur Canpolat, Halil Ibrahim Demir, et al. · Computers & Industrial Engineering · 12
A modified integer and categorical PSO algorithm for solving integrated process planning, dynamic scheduling and due date assignment problem
2021 · Caner Erden, Halil Ibrahim Demir, et al. · Scientia Iranica · 12
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Ant Colony optimization application in bottleneck station scheduling
2023 · Emre Kılıçaslan, Halil Ibrahim Demir, et al. · Advanced Engineering Informatics · 11
An integrated SHAP-MCDM approach for slope stability prediction based on machine learning algorithms
2025 · Alparslan Serhat Demir, Uğur Dağdeviren, et al. · Natural Hazards · 9
Derin Öğrenme ve ARIMA Yöntemlerinin Tahmin Performanslarının Kıyaslanması: Bir Borsa İstanbul Hissesi Örneği
2023 · Caner Erden · Yönetim ve Ekonomi Dergisi · 9
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Explainable AI using ensemble machine learning with integrated SHapley additive explanations (SHAP)-Borda approach for estimation of the safety factor against soil liquefaction
2025 · Uğur Dağdeviren, Alparslan Serhat Demir, et al. · Environmental Earth Sciences · 8
Bibliometric analysis of artificial intelligence techniques for predicting soil liquefaction: insights and MCDM evaluation
2024 · Abdullah Hulusi Kökçam, Caner Erden, et al. · Natural Hazards · 7
Hybrid Evolutionary Strategy and Simulated Annealing Algorithms for Integrated Process Planning, Scheduling and Due-Date Assignment Problem
2021 · Halil İ̇brahim DEMİR, Rakesh PHANDEN, et al. · Academic Platform Journal of Engineering and Smart Systems · 6
Integrated Process Planning, Scheduling, and Due-Date Assignment
2023 · Halil İbrahim Demir, Abdullah Hulusi Kökçam, et al. · CRC Press eBooks · 5
Integrated Process Planning, Scheduling, and Due-Date Assignment
2023 · Halil Ibrahim Demir, Abdullah Hulusi Kökçam, et al. · CRC Press eBooks · 5
Works count: 91
Citation count: 746
H-index: 13
I10-index: 18
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