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J. Dabrowski

8 papers hereh-index 13493 citations33 works total

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

author position
  • first author6
  • middle author2

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • stat.AP2
  • stat.ML1
same name
  • J. Dabrowski — 1 paper, h 18

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

most citedEnforcing Mean Reversion in State Space Models for Prawn Pond Water Quality Forecasting

18 citations · 34 across the 7 of their papers we have counts for

collaborators
Showing stat.APShow all

2 papers · 1 filter

stat.AP2022★ 2 cited

An operational framework to automatically evaluate the quality of weather observations from third-party stations

Quanxi Shao, Ming Li, Joel Janek Dabrowski +4

With increasing number of crowdsourced private automatic weather stations (called TPAWS) established to fill the gap of official network and obtain local weather information for va…

stat.AP2020★ 18 cited

Enforcing Mean Reversion in State Space Models for Prawn Pond Water Quality Forecasting

Joel Janek Dabrowski, Ashfaqur Rahman, Daniel Edward Pagendam +1

The contribution of this study is a novel approach to introduce mean reversion in multi-step-ahead forecasts of state-space models. This approach is demonstrated in a prawn pond wa…

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