Browsing by Author "Cakiroglu, Celal"

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Cooling load prediction of a double-story terrace house using ensemble learning techniques and genetic programming with SHAP approach

Cakiroglu, Celal; Aydin, Yaren; Bekdas, Gebrail; Isikdag, Umit; Sadeghifam, Aidin Nobahar; Abualigah, Laith (Elsevier Science Sa, 2024)

Since the cooling systems used in buildings in hot climates account for a significant portion of the energy consumption, it is very important for both economy and environment to accurately predict the cooling load and ...
Cooling load prediction of a double-story terrace house using ensemble learning techniques and genetic programming with SHAP approach (vol 313, 114254, 2024)

Cakiroglu, Celal; Aydin, Yaren; Bekdas, Gebrail; Isikdag, Umit; Sadeghifam, Aidin Nobahar; Abualigah, Laith (Elsevier Science Sa, 2024)

[Abstract Not Available]
Explainable machine learning models for predicting the axial compression capacity of concrete filled steel tubular columns

Cakiroglu, Celal; Islam, Kamrul; Bekdas, Gebrail; Isikdag, Umit; Mangalathu, Sujith (Elsevier Sci Ltd, 2022)

Concrete-filled steel tubular (CFST) columns have been popular in the construction industry due to enhanced mechanical properties such as higher strength and ductility, higher seismic resistance, and aesthetics. Extensive ...
Neural Network Predictive Models for Alkali-Activated Concrete Carbon Emission Using Metaheuristic Optimization Algorithms

Aydin, Yaren; Cakiroglu, Celal; Bekdas, Gebrail; Isikdag, Umit; Kim, Sanghun; Hong, Junhee; Geem, Zong Woo (Mdpi, 2024)

Due to environmental impacts and the need for energy efficiency, the cement industry aims to make more durable and sustainable materials with less energy requirements without compromising mechanical properties based on UN ...

Mimar Sinan Fine Arts University Institutional Repository

Browsing by Author "Cakiroglu, Celal"

Cooling load prediction of a double-story terrace house using ensemble learning techniques and genetic programming with SHAP approach ﻿

Cooling load prediction of a double-story terrace house using ensemble learning techniques and genetic programming with SHAP approach (vol 313, 114254, 2024) ﻿

Explainable machine learning models for predicting the axial compression capacity of concrete filled steel tubular columns ﻿

Neural Network Predictive Models for Alkali-Activated Concrete Carbon Emission Using Metaheuristic Optimization Algorithms ﻿

Cooling load prediction of a double-story terrace house using ensemble learning techniques and genetic programming with SHAP approach

Cooling load prediction of a double-story terrace house using ensemble learning techniques and genetic programming with SHAP approach (vol 313, 114254, 2024)

Explainable machine learning models for predicting the axial compression capacity of concrete filled steel tubular columns

Neural Network Predictive Models for Alkali-Activated Concrete Carbon Emission Using Metaheuristic Optimization Algorithms