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Antônio David Viniski
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 3
Top Topics
Matrix Factorization
Collaborative Filtering
Cold Start
Concept Drift
Top Venues
PAKDD (2)
Expert Syst. Appl.
Neurocomputing
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Publications
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Antônio David Viniski
,
Jean Paul Barddal
,
Alceu de Souza Britto Junior
,
Humberto Vinicius Aparecido de Campos
Incremental specialized and specialized-generalized matrix factorization models based on adaptive learning rate optimizers.
Neurocomputing
552 (2023)
Antônio David Viniski
,
Jean Paul Barddal
,
Alceu de Souza Britto Jr.
UKIRF: An Item Rejection Framework for Improving Negative Items Sampling in One-Class Collaborative Filtering.
PAKDD (2)
(2021)
Antônio David Viniski
,
Jean Paul Barddal
,
Alceu de Souza Britto Jr.
,
Fabrício Enembreck
,
Humberto Vinicius Aparecido de Campos
A case study of batch and incremental recommender systems in supermarket data under concept drifts and cold start.
Expert Syst. Appl.
176 (2021)