Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Book Chapter Book Chapter Faculty Publications- Book Chapter Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Predicting cryptocurrency prices model using a stacked sparse autoencoder and Bayesian optimization Description An account of the resource In recent years, digital currencies, also known as cybercash, digital money, and electronic money, have gained significant attention from researchers and investors alike. Cryptocurrency has emerged as a result of advancements in financial technology and has presented a unique opening for research in the field. However, predicting the prices of cryptocurrencies is a challenging task due to their dynamic and volatile nature. This study aims to address this challenge by introducing a new prediction model called Bayesian optimization with stacked sparse autoencoder-based cryptocurrency price prediction (BOSSAE-CPP). The main objective of this model is to effectively predict the prices of cryptocurrencies. To achieve this goal, the BOSSAE-CPP model employs a stacked sparse autoencoder (SSAE) for the prediction process and resulting in improved predictive outcomes. The results were compared to other models, and it was found that the BOSSAE-CPP model performed significantly better. 2023, IGI Global. Creator An entity primarily responsible for making the resource Baranidharan S.; Narayanan R.; Geetha V. Source A related resource from which the described resource is derived Revolutionizing Financial Services and Markets Through FinTech and Blockchain, pp. 60-77. Publisher An entity responsible for making the resource available IGI Global Date A point or period of time associated with an event in the lifecycle of the resource 2023-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.4018/978-1-6684-8624-5.ch005" target="_blank" rel="noreferrer noopener">https://doi.org/10.4018/978-1-6684-8624-5.ch005</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85168066754&amp;doi=10.4018%2F978-1-6684-8624-5.ch005&amp;partnerID=40&amp;md5=43c51c753a15df029594b9e7cbd38ab5" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85168066754&amp;doi=10.4018%2f978-1-6684-8624-5.ch005&amp;partnerID=40&amp;md5=43c51c753a15df029594b9e7cbd38ab5</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 978-166848626-9; 1668486245; 978-166848624-5 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Book chapter Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Baranidharan S., CHRIST University (Deemed), India; Narayanan R., Dayananda Sagar University, India; Geetha V., Seshadripuram Evening College, India