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Researcher · Telefonica Research and Development · Spain

Xavier Amatriain

Xavier Amatriain publishes mostly in Artificial Intelligence, Signal Processing and Computer Vision and Pattern Recognition, on topics such as Music and Audio Processing, Music Technology and Sound Studies and Recommender Systems and Techniques.

OpenAlex
World rank
#352,858
of 7,710,434 ranked researchers
Rank in Spain
#6,095
of 204,306
Works
104
Citations
4.3k
Citations per work
41.6
h-index
30
i10-index 52Top 4.8% in Artificial Intelligence
Xavier Amatriain

What does Xavier Amatriain research?

Xavier Amatriain's work is mostly in Computer Science (73%), Decision Sciences (4%).

Physical Sciences: 76 works · 73.2% of their workComputer Science: 76 works · 73.2% of their workArtificial Intelligence: 30 works · 28.9% of their workSignal Processing: 15 works · 14.8% of their workComputer Vision and Pattern Recognition: 15 works · 14.4% of their workInformation Systems: 12 works · 11.9% of their workComputer Networks and Communications: 3 works · 3.2% of their workEverything else: 24 works · 22.8% of their workSocial Sciences: 4 works · 4.0% of their workDecision Sciences: 4 works · 4.0% of their workManagement Science and Operations Research: 4 works · 4.0% of their workTHEIR WORKXavier Amatriain104works
Physical Sciences73%Social Sciences4%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Computer Science7673.2%
  2. Everything else2422.8%
    1. Decision Sciences44.0%
  1. 1Artificial Intelligence29% of their works
  2. 2Signal Processing15% of their works
  3. 3Computer Vision and Pattern Recognition14% of their works
  4. 4Information Systems12% of their works
  5. 5Management Science and Operations Research4% of their works
  6. 6Computer Networks and Communications3% of their works

Research topics

Which keywords describe Xavier Amatriain's research?

The keywords of their largest research topics: Deep Learning, Neural Networks, Audio Signal Classification, Music Information Retrieval, Interactive Evolutionary Computation, Music Generation, Collaborative Filtering and Matrix Factorization.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.

All 18 words, with their numbers
  1. Deep Learning633 topics
  2. Neural Networks593 topics
  3. Audio Signal Classification281 topic
  4. Music Information Retrieval281 topic
  5. Interactive Evolutionary Computation261 topic
  6. Music Generation261 topic
  7. Collaborative Filtering251 topic
  8. Matrix Factorization251 topic
  9. Machine Translation241 topic
  10. Word Representation241 topic
  11. Neural Machine Translation151 topic
  12. Statistical Machine Translation151 topic
  13. Bandit Optimization111 topic
  14. Bayesian Optimization111 topic
  15. Audio-Visual Speech Recognition101 topic
  16. Speech Enhancement101 topic
  17. Interactive Television71 topic
  18. Social TV71 topic

Where does Xavier Amatriain work?

Xavier Amatriain's main affiliation in the publication record is Telefonica Research and Development, Spain.

How many publications and citations does Xavier Amatriain have?

OpenAlex counts 104 works and 4,328 citations for Xavier Amatriain, an h-index of 30, ranking #352,858 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised citation excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

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