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researcher

Afonso Paiva

3 papers here

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

author position
  • middle author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.HC1
  • cs.LG1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20202022
most citedTensorAnalyzer: Identification of Urban Patterns in Big Cities using Non-Negative Tensor Factorization

4 citations · 4 across the 2 of their papers we have counts for

collaborators

3 papers

cs.LG2022★ 4 cited

TensorAnalyzer: Identification of Urban Patterns in Big Cities using Non-Negative Tensor Factorization

Jaqueline Silveira, Germain García, Afonso Paiva +3

Extracting relevant urban patterns from multiple data sources can be difficult using classical clustering algorithms since we have to make a suitable setup of the hyperparameters o…

cs.HC2021

STFT-LDA: An Algorithm to Facilitate the Visual Analysis of Building Seismic Responses

Zhenge Zhao, Danilo Motta, Matthew Berger +5

Civil engineers use numerical simulations of a building's responses to seismic forces to understand the nature of building failures, the limitations of building codes, and how to d…

stat.AP2020

CrimAnalyzer: Understanding Crime Patterns in São Paulo City

Garcia-Zanabria, Germain, Silveira +13

São Paulo is the largest city in South America, with high criminality rates. The number and type of crimes varies considerably around the city, assuming different patterns dependin…

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