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Roberto Gonzalez

3 papers hereh-index 686 citations9 works total

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

author position
  • first author1
  • middle author2

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

fields
  • cs.IR1
  • cs.LG1
  • cs.NI1
same name
  • Roberto Gonzalez — 5 papers, h 12

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 citedTransRev: Modeling Reviews as Translations from Users to Items

19 citations · 31 across the 3 of their papers we have counts for

collaborators

3 papers

cs.IR2018★ 19 cited

TransRev: Modeling Reviews as Translations from Users to Items

Alberto Garcia-Duran, Roberto Gonzalez, Daniel Onoro-Rubio +2

The text of a review expresses the sentiment a customer has towards a particular product. This is exploited in sentiment analysis where machine learning models are used to predict…

cs.LG2017★ 10 cited

Answering Visual-Relational Queries in Web-Extracted Knowledge Graphs

Daniel Oñoro-Rubio, Mathias Niepert, Alberto García-Durán +2

A visual-relational knowledge graph (KG) is a multi-relational graph whose entities are associated with images. We explore novel machine learning approaches for answering visual-re…

cs.NI2017★ 2 cited

Net2Vec: Deep Learning for the Network

Roberto Gonzalez, Filipe Manco, Alberto Garcia-Duran +4

We present Net2Vec, a flexible high-performance platform that allows the execution of deep learning algorithms in the communication network. Net2Vec is able to capture data from th…

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