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researcher

João Saúde

6 papers hereh-index 9642 citations16 works total

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

author position
  • first author2
  • middle author1
  • last author3

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.IR3
  • cs.SI1
  • math.AP1
  • math.NA1
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identity via Semantic Scholar / OpenAlex

activity
20172020
most citedExplain Graph Neural Networks to Understand Weighted Graph Features in Node Classification

4 citations · 6 across the 3 of their papers we have counts for

collaborators
Showing 2017Show all

3 papers · 1 filter

cs.IR2017★ 2 cited

Recommendation via matrix completion using Kolmogorov complexity

Guilherme Ramos, Joao Saude, Carlos Caleiro +1

A usual way to model a recommendation system is as a matrix completion problem. There are several matrix completion methods, typically using optimization approaches or collaborativ…

cs.IR2017

Robust reputation-based ranking on multipartite rating networks

João Saúde, Guilherme Ramos, Carlos Caleiro +1

The spread of online reviews, ratings and opinions and its growing influence on people's behavior and decisions boosted the interest to extract meaningful information from this dat…

math.NA2017

Monotone numerical methods for finite-state mean-field games

Diogo Gomes, Joao Saude

Here, we develop numerical methods for finite-state mean-field games (MFGs) that satisfy a monotonicity condition. MFGs are determined by a system of differential equations with in…

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