Martha Roseberry

According to our database, Martha Roseberry authored at least 4 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Aging and rejuvenating strategies for fading windows in multi-label classification on data streams.

Martha Roseberry, Saso Dzeroski, Albert Bifet, Alberto Cano

Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

2021

Self-adjusting k nearest neighbors for continual learning from multi-label drifting data streams.

Martha Roseberry, Bartosz Krawczyk, Youcef Djenouri, Alberto Cano

Neurocomputing, 2021

2019

Multi-Label Punitive kNN with Self-Adjusting Memory for Drifting Data Streams.

Martha Roseberry, Bartosz Krawczyk, Alberto Cano

ACM Trans. Knowl. Discov. Data, 2019

2018

Multi-label kNN Classifier with Self Adjusting Memory for Drifting Data Streams.

Martha Roseberry, Alberto Cano

Proceedings of the Second International Workshop on Learning with Imbalanced Domains: Theory and Applications, 2018