Mimar Sinan Güzel Sanatlar Üniversitesi Açık Bilim, Sanat Arşivi
Açık Bilim, Sanat Arşivi, Mimar Sinan Güzel Sanatlar Üniversitesi tarafından doğrudan ve dolaylı olarak yayınlanan; kitap, makale, tez, bildiri, rapor gibi tüm akademik kaynakları uluslararası standartlarda dijital ortamda depolar, Üniversitenin akademik performansını izlemeye aracılık eder, kaynakları uzun süreli saklar ve yayınların etkisini artırmak için telif haklarına uygun olarak Açık Erişime sunar.MSGSÜ'de Ara
Konu "Machine learning" için listeleme
Toplam kayıt 9, listelenen: 1-9
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Clinical prognosis evaluation of COVID-19 patients: An interpretable hybrid machine learning approach
(Elsevier France-Editions Scientifiques Medicales Elsevier, 2022)This retrospective cohort study deals with evaluating severity of COVID-19 cases on the first symptoms and blood-test results of infected patients admitted to Emergency Department of Koc University Hospital (Istanbul, ... -
Comparison of Multilayer Perceptron and Other Methods for Prediction of Sustainable Optimum Design of Reinforced Concrete Columns
(Springer Science and Business Media Deutschland GmbH, 2023)Machine learning has become a popular science in recent years, as it produces concrete and fast solutions to solve many problems. The rapidly increasing world population and the developments in technology have caused large ... -
Drying shrinkage and crack width prediction using machine learning in mortars containing different types of industrial by-product fine aggregates
(Elsevier, 2024)Concrete is a material that loses water and changes shape while hardening due to its structure. Over time, this water loss results in some shrinkage of the hardened concrete, referred to as drying shrinkage. In addition, ... -
Estimation of occupancy status and levels for indoor spaces
(Scibulcom Ltd., 2020)Building energy use today accounts for over 40% of total primary energy consumption. The energy demand for buildings can be decreased through efficient building and facility management. The knowledge related to the use of ... -
Estimation of Optimum Design of a 3-Bar Truss System with Decision Tree Algorithm
(Springer Science and Business Media Deutschland GmbH, 2023)Truss systems are structures that require care and cost due to the materials and workmanship used. In the design of such systems, the process of optimizing the material volume is necessary for optimum cost. In terms of ... -
Machine Learning Application of Structural Engineering Problems
(Springer Science and Business Media Deutschland GmbH, 2023)The cross-sectional properties of the basic structural system elements, such as columns and beams, are the basic structural design elements that need to be determined sensitively. For the optimum design of such structural ... -
A machine learning approach on occupant number prediction for indoor spaces
(International Society for Photogrammetry and Remote Sensing, 2018)The knowledge about the occupancy of an indoor space can serve to various domains ranging from emergency response to energy efficiency in buildings. The literature in the field presents various methods for occupancy ... -
Predicting the area moment of inertia of beam and column using machine learning and HyperNetExplorer
(Springer, 2025)Beams and columns are the most important elements of steel frame structures. Damage to the beam or column can lead the structure to serious hazards and cause collapse. In the structural engineering literature, it has been ... -
The State of Art in Machine Learning Applications in Civil Engineering
(Springer Science and Business Media Deutschland GmbH, 2023)Machine learning (ML) is one of the methods used by the artificial intelligence approach. Machine learning is used to teach machines how to handle data more efficiently. The purpose of machine learning is to learn from the ...
