Martha Roseberry

According to our database, Martha Roseberry authored at least 5 papers between 2018 and 2024.

Collaborative distances:

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

2024

Improved KD-tree based imbalanced big data classification and oversampling for MapReduce platforms.

William C. Sleeman, Martha Roseberry, Preetam Ghosh, Alberto Cano, Bartosz Krawczyk

Appl. Intell., December, 2024

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