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researcher

D. Dowe

7 papers hereh-index 333.7k citations163 works total

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

author position
  • first author1
  • middle author3
  • last author3

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • astro-ph.SR1
  • cs.AI1
  • cs.IT1
  • cs.LG1
  • cs.LO1
  • eess.SY1

identity via Semantic Scholar / OpenAlex

activity
20132025
most citedA data-driven model of nucleosynthesis with chemical tagging in a lower-dimensional latent space

16 citations · 16 across the 6 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.IT2021

Minimum Message Length Autoregressive Moving Average Model Order Selection

Zheng Fang, David L. Dowe, Shelton Peiris +1

This paper derives a Minimum Message Length (MML) criterion for the model selection of the Autoregressive Moving Average (ARMA) time series model. The MML87 performances on the ARM…

cs.LG2021

Creating Powerful and Interpretable Models with Regression Networks

Lachlan O'Neill, Simon Angus, Satya Borgohain +2

As the discipline has evolved, research in machine learning has been focused more and more on creating more powerful neural networks, without regard for the interpretability of the…

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