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Martha Roseberry
ORCID
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 4
Top Topics
Knn
Knn Classifier
Data Streams
K Nearest Neighbor
Top Venues
LIDTA@ECML/PKDD
SAC
ACM Trans. Knowl. Discov. Data
Neurocomputing
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Publications
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Martha Roseberry
,
Saso Dzeroski
,
Albert Bifet
,
Alberto Cano
Aging and rejuvenating strategies for fading windows in multi-label classification on data streams.
SAC
(2023)
Martha Roseberry
,
Bartosz Krawczyk
,
Youcef Djenouri
,
Alberto Cano
Self-adjusting k nearest neighbors for continual learning from multi-label drifting data streams.
Neurocomputing
442 (2021)
Martha Roseberry
,
Bartosz Krawczyk
,
Alberto Cano
Multi-Label Punitive kNN with Self-Adjusting Memory for Drifting Data Streams.
ACM Trans. Knowl. Discov. Data
13 (6) (2019)
Martha Roseberry
,
Alberto Cano
Multi-label kNN Classifier with Self Adjusting Memory for Drifting Data Streams.
LIDTA@ECML/PKDD
(2018)