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C

Celal Çakıroğlu

Eastern Michigan University

19H指数
78论文数
1.1K被引数
收录论文 33
发表时间
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Image-Based Classification of Concrete Carbonation Using YOLO Models基于YOLO模型的混凝土碳化图像分类
errMaterials
IF3.2
err2026-05-23
err0
errOAAI
errYaren Aydın; Ümit Işıkdağ; Sinan Melih Nigdeli; Gebrail Bekdaş; Celal Cakiroglu
err分享
err收藏
A SHAP-Based Analysis for Explaining Income Group Misclassification Through Environmental Health Performance基于SHAP的环境健康绩效对收入群体误分类的解释分析
errSustainability
IF3.3
err2026-04-21
err0
errOAAI
errEsra Erarslan; Celal Cakiroglu; Mehmet Hakan Özdemir; Batin Latif Aylak; Sinan Melih Nigdeli; Gebrail Bekdaş
err分享
err收藏
Reliable chloride permeability prediction in SCM-blended concrete: A conformal approach for risk-aware mixture design掺入SCM混凝土中氯离子渗透性的可靠预测：一种风险感知配合比设计的保形方法
errResults in Engineering
IF7.9
err2026-04-20
err0
errOAAI
errCelal Cakiroglu; Kasim A. Korkmaz; Gebrail Bekdaş; Moncef L. Nehdi
err分享
err收藏
Data-Driven Prediction of Rebar Corrosion Parameters in Mortar and Simulated Pore Solution Using Optimised Extreme Gradient Boosting Models基于优化极端梯度提升模型的数据驱动预测：砂浆和模拟孔隙溶液中钢筋腐蚀参数
errCoatings
IF2.8
err2026-04-10
err0
errOAAI
errCelal Cakiroglu; Gebrail Bekdaş; Soujanya Pillala; Zong Woo Geem
err分享
err收藏
Data-driven modeling of dose-dependent chlorhexidine release from glass ionomer cements using gradient boosting models基于梯度提升模型的数据驱动方法对玻璃离子水泥中剂量依赖性氯己定释放的建模
errDental Materials
IF6.3
err2026-03-24
err0
errOAAI
errMert Uçankale; Celal Cakiroglu; Gebrail Bekdaş; Kasim A. Korkmaz
err分享
err收藏
Interpretable Machine Learning for Compressive Strength Prediction of Fly Ash-Based Geopolymer Concrete基于粉煤灰地聚合物混凝土抗压强度预测的可解释机器学习
errSustainability
IF3.3
err2026-02-27
err0
errOAAI
errFarnaz Ahadian; Ümit Işıkdağ; Gebrail Bekdaş; Sinan Melih Nigdeli; Celal Cakiroglu; Zong Woo Geem
err分享
err收藏
Data-driven modelling of unloading hours using explainable gradient boosting models使用可解释的梯度提升模型对卸载小时进行数据驱动的建模
errAdvanced Engineering Informatics
IF9.9
err2026-01-23
err0
PREAI
errCelal Cakiroglu; Najat Almasarwah; Mehmet Hakan Özdemir; Batin Latif Aylak; Manjeet Singh; Muhammet Deveci
err分享
err收藏
Predicting the total heating and cooling energy consumption with ultra high-performance fiber reinforced concrete facade panels using explainable machine learning models使用可解释机器学习模型预测超高性能纤维增强混凝土幕墙板的总体供暖和制冷能耗
errEnergy Reports
IF5.1
err2025-10-28
err0
errOAAI
errYaren Aydın; Celal Cakiroglu; Gebrail Bekdaş; Laith Abualigah; Zong Woo Geem
err分享
err收藏
Prediction of the gender inequality index based on data-driven interpretable ensemble learning methods基于数据驱动的可解释集成学习方法对性别不平等指数的预测
errSocio-Economic Planning Sciences
IF5.4
err2025-10-22
err0
PREAI
errMehmet Hakan Özdemir; Batin Latif Aylak; Celal Cakiroglu; Mahmut Bağcı
err分享
err收藏
Fire Resistance Prediction in FRP-Strengthened Structural Elements: Application of Advanced Modeling and Data Augmentation TechniquesFRP加固结构构件的耐火性能预测：先进建模和数据增强技术的应用
errProcesses 2025, Vol. 13, Page 3053
IF2.8
err2025-10-01
err0
errOAAI
errÜmit Işıkdağ; Yaren Aydın; Gebrail Bekdaş; Celal Cakiroglu; Zong Woo Geem
err分享
err收藏
Explainable machine learning predictive model for mechanical strength of recycled ceramic tile-based concrete可解释的机器学习再生瓷砖基混凝土机械强度预测模型
errMATERIALS TODAY COMMUNICATIONS
IF4.5
err2025-03-01
err0
errOAAI
errCakiroglu, Celal; Batool, Farnaz; Sangi, Abdul Jabbar; Fatima, Bushra; Nehdi, Moncef L.
err分享
err收藏
Explainable ensemble learning graphical user interface for predicting rebar bond strength and failure mode in recycled coarse aggregate concrete
errDEVELOPMENTS IN THE BUILT ENVIRONMENT
IF8.2
err2024-12-01
err0
errOAAI
errCakiroglu, Celal; Tusher, Tanvir Hassan; Shahjalal, Md.; Islam, Kamrul; Billah, A. H. M. Muntasir; Nehdi, Moncef L.
err分享
err收藏
Explainable Ensemble Learning and Multilayer Perceptron Modeling for Compressive Strength Prediction of Ultra-High-Performance Concrete
errBIOMIMETICS
IF3.9
err2024-09-09
err5
errOAAI
errAydin, Yaren; Cakiroglu, Celal; Bekdas, Gebrail; Geem, Zong Woo
err分享
err收藏
Cooling load prediction of a double-story terrace house using ensemble learning techniques and genetic programming with SHAP approach (vol 313, 114254, 2024)
errENERGY AND BUILDINGS
IF7.1
err2024-07-01
err0
PREAI
errCakiroglu, Celal; Aydin, Yaren; Bekdas, Gebrail; Isikdag, Umit; Sadeghifam, Aidin Nobahar; Abualigah, Laith
err分享
err收藏
Cooling load prediction of a double-story terrace house using ensemble learning techniques and genetic programming with SHAP approach
errENERGY AND BUILDINGS
IF7.1
err2024-06-01
err7
PREAI
errCakiroglu, Celal; Aydin, Yaren; Bekdas, Gebrail; Isikdag, Umit; Sadeghifam, Aidin Nobahar; Abualigah, Laith
err分享
err收藏
Explainable ensemble learning predictive model for thermal conductivity of cement-based foam水泥基泡沫导热系数的可解释集成学习预测模型
errCONSTRUCTION AND BUILDING MATERIALS
IF8
err2024-03-01
err3
errOAAI
errCakiroglu, Celal; Batool, Farnaz; Islam, Kamrul; Nehdi, Moncef L.
err分享
err收藏
Data-driven interpretable ensemble learning methods for the prediction of wind turbine power incorporating SHAP analysis
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-03-01
err46
PREAI
errCakiroglu, Celal; Demir, Sercan; Ozdemir, Mehmet Hakan; Aylak, Batin Latif; Sariisik, Gencay; Abualigah, Laith
err分享
err收藏
Explainable machine learning model for predicting punching shear strength of FRC flat slabs
errENGINEERING STRUCTURES
IF6.4
err2024-02-01
err25
PREAI
errLiu, Tongxu; Cakiroglu, Celal; Islam, Kamrul; Wang, Zhen; Nehdi, Moncef L.
err分享
err收藏
Neural Network Predictive Models for Alkali-Activated Concrete Carbon Emission Using Metaheuristic Optimization Algorithms
errSUSTAINABILITY
IF3.3
err2023-12-22
err6
errOAAI
errAydin, Yaren; Cakiroglu, Celal; Bekdas, Gebrail; Isikdag, Umit; Kim, Sanghun; Hong, Junhee; Geem, Zong Woo
err分享
err收藏
Explainable ensemble learning data-driven modeling of mechanical properties of fiber-reinforced rubberized recycled aggregate concrete
errJOURNAL OF BUILDING ENGINEERING
IF7.4
err2023-10-01
err37
PREAI
errCakiroglu, Celal; Shahjalal, Md.; Islam, Kamrul; Mahmood, S. M. Faisal; Billah, A. H. M. Muntasir; Nehdi, Moncef L.
err分享
err收藏

研究方向

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合作学者
合作期刊
L
Laith Abualigah
H 指数: 83 · 论文数: 790
M
Moncef L. Nehdi
H 指数: 69 · 论文数: 427
M
Muhammet Deveci
H 指数: 65 · 论文数: 498
Z
Zong Woo Geem
H 指数: 60 · 论文数: 320
T
Tongxu Liu
H 指数: 49 · 论文数: 196
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