Výsledky vyhledávání - "Serpil Ustebay"

Akademický článek

A Machine Learning Approach Based on Indoor Target Positioning by Using Sensor Data Fusion and Improved Cosine Similarity

Autor: Serpil Üstebay, Zeynep Turgut, Şafak Durukan Odabaşı, Muhammed Ali Aydın, Ahmet Sertbaş

Publikováno v: Electrica, Vol 24, Iss 1, Pp 218-227 (2024)

Externí odkaz: https://doaj.org/article/7271f9936b144520a155ff7f9b7bed0d

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A comparison of machine learning algorithms in predicting COVID-19 prognostics

Autor: Serpil Ustebay, Abdurrahman Sarmis, Gulsum Kubra Kaya, Mark Sujan

ML algorithms are used to develop prognostic and diagnostic models and so to support clinical decision-making. This study uses eight supervised ML algorithms to predict the need for intensive care, intubation, and mortality risk for COVID-19 patients

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::27fe32328d51ff843caeebce2ea2a688
https://dspace.lib.cranfield.ac.uk/handle/1826/18473

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Akademický článek

Customer Segmentation Based on Self-Organizing Maps: A Case Study on Airline Passengers

Autor: İlkay Yelmen, Serpil Üstebay, Metin Zontul

Publikováno v: Havacılık ve Uzay Teknolojileri Dergisi, Vol 13, Iss 2, Pp 227-233 (2020)

Customer segmentation is acustomer grouping modelbased on common featuresand it directly relates with customer satisfaction of the companies.It provides access to the right customer with the right methods by knowing the customer better. Dealing with

Externí odkaz: https://doaj.org/article/500a4a2ca3e34b5391492e886b5c7041

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