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ABB (Finland)

Finland

1 paper here2 citations across 1
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  • cs.LG1
ROR 03faeab35OpenAlex

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most citedAn Adaptive ML Framework for Power Converter Monitoring via Federated Transfer Learning

2 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

  • Alireza Nemat Saberi1 · h 2
  • Luca Peretti1 · h 6
  • Panagiotis Kakosimos1 · h 2
collaborating institutions
  • KTH Royal Institute of TechnologySE1 paper

1 paper

cs.LG2025★ 2 cited

An Adaptive ML Framework for Power Converter Monitoring via Federated Transfer Learning

Panagiotis Kakosimos, Alireza Nemat Saberi, Luca Peretti

This study explores alternative framework configurations for adapting thermal machine learning (ML) models for power converters by combining transfer learning (TL) and federated le…

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