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K. Mengersen

75 papers hereh-index 7426.8k citations772 works total

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

author position
  • first author2
  • middle author38
  • last author33

Across the 73 of 75 papers where every author was matched, so the position is known.

fields
  • stat.AP30
  • stat.ME17
  • stat.CO13
  • cs.LG3
  • stat.ML3
  • math.ST2
same name
  • K. Mengersen — 1 paper, h 3
  • K. Mengersen — 1 paper, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20072025
most citedOverfitting Bayesian Mixture Models with an Unknown Number of Components

63 citations · 531 across the 74 of their papers we have counts for

collaborators
Showing 2018 · stat.APShow all

3 papers · 2 filters

stat.AP2018★ 55 cited

Predicting Sediment and Nutrient Concentrations in Rivers Using High Frequency Water Quality Surrogates

Catherine Leigh, Sevvandi Kandanaarachchi, James M. McGree +4

A particular focus of water-quality monitoring is the concentrations of sediments and nutrients in rivers, constituents that can smother biota and cause eutrophication. However, th…

stat.AP2018★ 1 cited

A framework for automated anomaly detection in high frequency water-quality data from in situ sensors

Catherine Leigh, Omar Alsibai, Rob J. Hyndman +9

River water-quality monitoring is increasingly conducted using automated in situ sensors, enabling timelier identification of unexpected values. However, anomalies caused by techni…

stat.AP2018★ 1 cited

Monitoring through many eyes: Integrating disparate datasets to improve monitoring of the Great Barrier Reef

Erin E Peterson, Edgar Santos-Fernández, Carla Chen +13

Numerous organisations collect data in the Great Barrier Reef (GBR), but they are rarely analysed together due to different program objectives, methods, and data quality. We develo…

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