(Artificial) neural networks

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dc.authoridWadhah Zeyad Tareq Tareq / 0000-0003-4571-0295
dc.authorscopusidWadhah Zeyad Tareq Tareq / 56543609600
dc.authorwosidWadhah Zeyad Tareq Tareq / GLS-2101-2022
dc.contributor.authorTareq, Wadhah Zeyad Tareq
dc.date.accessioned2025-03-06T05:50:42Z
dc.date.available2025-03-06T05:50:42Z
dc.date.issued2024
dc.departmentİstinye Üniversitesi, Mühendislik ve Doğa Bilimleri Fakültesi, Bilgisayar Mühendisliği Bölümü
dc.description.abstractBuying a new or used car is one of the challenges faced by people in most parts of the world. A car's price can be affected by many factors such as economic and political crises. With the high demand for cars and the different crises across the world, predicting car prices has become impossible and incompetent. This study aims to find the overall amount that customers can offer to purchase a car. The suggested model uses artificial neural networks (ANN) to predict customer budgets based on different features. Moreover, this chapter provides a guideline for the authors and researchers to understand ANN's basic concepts and ideas to be used later in different areas. The suggested model was trained using 500 samples of customers from different countries, with different ages and different annual salaries. The proposed model obtains the highest accuracy of 95%. © 2024 Elsevier Inc. All rights reserved.
dc.identifier.citationTareq, W. Z. T. (2024). (Artificial) neural networks. In Decision-Making Models (pp. 329-337). Academic Press.
dc.identifier.doi10.1016/B978-0-443-16147-6.00035-9
dc.identifier.endpage337
dc.identifier.isbn978-044316147-6, 978-044316148-3
dc.identifier.scopus2-s2.0-85202817874
dc.identifier.startpage329
dc.identifier.urihttp://10.1016/B978-0-443-16147-6.00035-9
dc.identifier.urihttps://hdl.handle.net/20.500.12713/5999
dc.indekslendigikaynakScopus
dc.institutionauthorTareq, Wadhah Zeyad Tareq
dc.institutionauthoridWadhah Zeyad Tareq Tareq / 0000-0003-4571-0295
dc.language.isoen
dc.publisherElsevier
dc.relation.ispartofDecision-Making Models: A Perspective of Fuzzy Logic and Machine Learning
dc.relation.publicationcategoryKitap Bölümü - Uluslararası
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectANN
dc.subjectArtificial Neural Networks
dc.subjectCar Price Prediction
dc.subjectMachine Learning
dc.title(Artificial) neural networks
dc.typeBook Chapter

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