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Andrew Parnell

3 papers hereh-index 243 citations9 works total

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

author position
  • middle author1
  • last author2

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

fields
  • cs.LG1
  • cs.SD1
  • q-bio.QM1
same name
  • Andrew Parnell — 1 paper, h 1
  • Andrew Parnell — 1 paper, h 2
  • Andrew Parnell — 1 paper, h 1

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 citedGenerative AI-based data augmentation for improved bioacoustic classification in noisy environments

3 citations · 4 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2025

Predicting Mycotoxin Contamination in Irish Oats Using Deep and Transfer Learning

Alan Inglis, Fiona Doohan, Subramani Natarajan +13

Mycotoxin contamination poses a significant risk to cereal crop quality, food safety, and agricultural productivity. Accurate prediction of mycotoxin levels can support early inter…

cs.SD2024★ 3 cited

Generative AI-based data augmentation for improved bioacoustic classification in noisy environments

Anthony Gibbons, Emma King, Ian Donohue +1

Obtaining data to train robust artificial intelligence (AI)-based models for species classification can be challenging, particularly for rare species. Data augmentation can boost c…

q-bio.QM2024★ 1 cited

Machine Learning Applied to the Detection of Mycotoxin in Food: A Review

Alan Inglis, Andrew Parnell, Natarajan Subramani +1

Mycotoxins, toxic secondary metabolites produced by certain fungi, pose significant threats to global food safety and public health. These compounds can contaminate a variety of cr…

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