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N. Japkowicz

18 papers hereh-index 4519.4k citations236 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author8
  • last author10

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.CL5
  • cs.AI2
  • cs.CY2
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedLifelong Continual Learning for Anomaly Detection: New Challenges, Perspectives, and Insights

36 citations · 128 across the 17 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

cs.CY2019★ 2 cited

Towards Ethical Content-Based Detection of Online Influence Campaigns

Evan Crothers, Nathalie Japkowicz, Herna Viktor

The detection of clandestine efforts to influence users in online communities is a challenging problem with significant active development. We demonstrate that features derived fro…

cs.LG2019

Contextual One-Class Classification in Data Streams

Richard Hugh Moulton, Herna L. Viktor, Nathalie Japkowicz +1

In machine learning, the one-class classification problem occurs when training instances are only available from one class. It has been observed that making use of this class's str…

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