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Emily Dodwell

3 papers hereh-index 265 citations5 works total

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

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CY1
  • cs.LG1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

most citedA Clustering Algorithm to Organize Satellite Hotspot Data for the Purpose of Tracking Bushfires Remotely

7 citations · 7 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2023★ 7 cited

A Clustering Algorithm to Organize Satellite Hotspot Data for the Purpose of Tracking Bushfires Remotely

Weihao Li, Emily Dodwell, Dianne Cook

This paper proposes a spatiotemporal clustering algorithm and its implementation in the R package spotoroo. This work is motivated by the catastrophic bushfires in Australia throug…

stat.ML2020

SOAR: Simultaneous Or of And Rules for Classification of Positive & Negative Classes

Elena Khusainova, Emily Dodwell, Ritwik Mitra

Algorithmic decision making has proliferated and now impacts our daily lives in both mundane and consequential ways. Machine learning practitioners make use of a myriad of algorith…

cs.CY2020

Towards Integrating Fairness Transparently in Industrial Applications

Emily Dodwell, Cheryl Flynn, Balachander Krishnamurthy +2

Numerous Machine Learning (ML) bias-related failures in recent years have led to scrutiny of how companies incorporate aspects of transparency and accountability in their ML lifecy…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.