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E. C. Nunes

4 papers hereh-index 6158 citations8 works total

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

author position
  • sole author2
  • middle author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • cs.SD1
  • eess.AS1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedAnomalous Sound Detection with Machine Learning: A Systematic Review

21 citations · 46 across the 4 of their papers we have counts for

collaborators

4 papers

eess.IV2025★ 1 cited

The RSNA Lumbar Degenerative Imaging Spine Classification (LumbarDISC) Dataset

Tyler J. Richards, Adam E. Flanders, Errol Colak +33

The Radiological Society of North America (RSNA) Lumbar Degenerative Imaging Spine Classification (LumbarDISC) dataset is the largest publicly available dataset of adult MRI lumbar…

cs.LG2022★ 4 cited

Machine Learning based Anomaly Detection for Smart Shirt: A Systematic Review

E. C. Nunes

In recent years, the popularity and use of Artificial Intelligence (AI) and large investments on theInternet of Medical Things (IoMT) will be common to use products such as smart s…

cs.SD2021★ 21 cited

Anomalous Sound Detection with Machine Learning: A Systematic Review

Eduardo C. Nunes

Anomalous sound detection (ASD) is the task of identifying whether the sound emitted from an object is normal or anomalous. In some cases, early detection of this anomaly can preve…

eess.AS2020★ 20 cited

Deep Dense and Convolutional Autoencoders for Unsupervised Anomaly Detection in Machine Condition Sounds

Alexandrine Ribeiro, Luis Miguel Matos, Pedro Jose Pereira +4

This technical report describes two methods that were developed for Task 2 of the DCASE 2020 challenge. The challenge involves an unsupervised learning to detect anomalous sounds,…

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