Go to:
Logótipo
Comuta visibilidade da coluna esquerda
Você está em: Start > Publications > View > Classification and Recommendation With Data Streams
Publication

Publications

Classification and Recommendation With Data Streams

Title
Classification and Recommendation With Data Streams
Type
Chapter or Part of a Book
Year
2021
Authors
Veloso, B
(Author)
Other
The person does not belong to the institution. The person does not belong to the institution. The person does not belong to the institution. View Authenticus page Without ORCID
João Gama
(Author)
FEP
View Personal Page You do not have permissions to view the institutional email. Search for Participant Publications View Authenticus page View ORCID page
Malheiro, B
(Author)
Other
The person does not belong to the institution. The person does not belong to the institution. The person does not belong to the institution. View Authenticus page Without ORCID
Book
Pages: 675-684
ISBN: 9781799834793
Electronic ISBN: 9781799834809
Other information
Authenticus ID: P-00S-JHJ
Abstract (EN): <jats:p>Nowadays, with the exponential growth of data stream sources (e.g., Internet of Things [IoT], social networks, crowdsourcing platforms, and personal mobile devices), data stream processing has become indispensable for online classification, recommendation, and evaluation. Its main goal is to maintain dynamic models updated, holding the captured patterns, to make accurate predictions. The foundations of data streams algorithms are incremental processing, in order to reduce the computational resources required to process large quantities of data, and relevance model updating. This article addresses data stream knowledge processing, covering classification, recommendation, and evaluation; describing existing algorithms/techniques; and identifying open challenges. </jats:p>
Language: English
Type (Professor's evaluation): Scientific
Documents
We could not find any documents associated to the publication.
Related Publications

Of the same authors

Hyperparameter self-tuning for data streams (2021)
Article in International Scientific Journal
Veloso, B; João Gama; Malheiro, B; Vinagre, J
Self Hyper-parameter Tuning for Stream Recommendation Algorithms (2019)
Article in International Conference Proceedings Book
Veloso, B; João Gama; Malheiro, B; Vinagre, J
Self Hyper-Parameter Tuning for Data Streams (2018)
Article in International Conference Proceedings Book
Veloso, B; João Gama; Malheiro, B
Personalised Dynamic Viewer Profiling for Streamed Data (2018)
Article in International Conference Proceedings Book
Veloso, B; Malheiro, B; Burguillo, JC; Foss, JD; João Gama
Impact of Trust and Reputation Based Brokerage on the CloudAnchor Platform (2020)
Article in International Conference Proceedings Book
Veloso, B; Malheiro, B; Burguillo, JC; João Gama
Recommend this page Top
Copyright 1996-2025 © Faculdade de Direito da Universidade do Porto  I Terms and Conditions  I Acessibility  I Index A-Z
Page created on: 2025-07-24 at 23:06:53 | Privacy Policy | Personal Data Protection Policy | Whistleblowing