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Paola Deriu

2 papers hereh-index 210 citations2 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • q-fin.ST2
same name
  • Paola Deriu — 1 paper

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 citedDimensionality reduction techniques to support insider trading detection

2 citations · 2 across the 1 of their papers we have counts for

collaborators

2 papers

q-fin.ST2024★ 2 cited

Dimensionality reduction techniques to support insider trading detection

Adele Ravagnani, Fabrizio Lillo, Paola Deriu +3

Identification of market abuse is an extremely complicated activity that requires the analysis of large and complex datasets. We propose an unsupervised machine learning method for…

q-fin.ST2022

A machine learning approach to support decision in insider trading detection

Piero Mazzarisi, Adele Ravagnani, Paola Deriu +3

Identifying market abuse activity from data on investors' trading activity is very challenging both for the data volume and for the low signal to noise ratio. Here we propose two c…

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