Search Results for author: Emily Dodwell

Found 3 papers, 1 papers with code

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

1 code implementation21 Aug 2023 Weihao Li, Emily Dodwell, Dianne Cook

This paper proposes a spatiotemporal clustering algorithm and its implementation in the R package spotoroo.

Clustering

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

no code implementations25 Aug 2020 Elena Khusainova, Emily Dodwell, Ritwik Mitra

Wang et al. (2017) presented an or-of-and (disjunctive normal form) based classification technique that allows for classification rule mining of a single class in a binary classification; this method is also shown to perform comparably to other modern algorithms.

BIG-bench Machine Learning Binary Classification +3

Towards Integrating Fairness Transparently in Industrial Applications

no code implementations10 Jun 2020 Emily Dodwell, Cheryl Flynn, Balachander Krishnamurthy, Subhabrata Majumdar, Ritwik Mitra

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 lifecycles.

Bias Detection Fairness

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