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Researcher · University of Perugia · Italy

Valentina Franzoni

Valentina Franzoni publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Statistical and Nonlinear Physics, on topics such as Complex Network Analysis Techniques, Advanced Graph Neural Networks and Semantic Web and Ontologies.

ORCID 0000-0002-2972-7188 OpenAlex
World rank
#1,330,060
of 7,710,434 ranked researchers
Rank in Italy
#42,744
of 242,206
Works
112
Citations
1.3k
Citations per work
11.3
h-index
22
i10-index 47Top 10% in Artificial Intelligence
Valentina Franzoni

What does Valentina Franzoni research?

Valentina Franzoni's work is mostly in Computer Science (52%), Physics and Astronomy (9%), Psychology (5%).

Physical Sciences: 69 works · 61.3% of their workComputer Science: 59 works · 52.3% of their workArtificial Intelligence: 37 works · 33.3% of their workComputer Vision and Pattern Recognition: 10 works · 9.0% of their workInformation Systems: 6 works · 5.7% of their workHuman-Computer Interaction: 5 works · 4.3% of their workPhysics and Astronomy: 10 works · 9.0% of their workStatistical and Nonlinear Physics: 10 works · 9.0% of their workEverything else: 37 works · 33.3% of their workSocial Sciences: 6 works · 5.4% of their workPsychology: 6 works · 5.4% of their workExperimental and Cognitive Psychology: 6 works · 5.4% of their workTHEIR WORKValentinaFranzoni112works
Physical Sciences61%Social Sciences5%

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 Science5952.3%
    2. Physics and Astronomy109.0%
  2. Everything else3733.3%
    1. Psychology65.4%
  1. 1Artificial Intelligence33% of their works
  2. 2Computer Vision and Pattern Recognition9% of their works
  3. 3Statistical and Nonlinear Physics9% of their works
  4. 4Information Systems6% of their works
  5. 5Experimental and Cognitive Psychology5% of their works
  6. 6Human-Computer Interaction4% of their works

Research topics

Which keywords describe Valentina Franzoni's research?

The keywords of their largest research topics: Deep Learning, Emotion Recognition, Community Structure, Network Dynamics, Neural Networks, Graph Neural Networks, Knowledge Graph Embedding and Ontology.

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 19 words, with their numbers
  1. Deep Learning373 topics
  2. Emotion Recognition212 topics
  3. Community Structure191 topic
  4. Network Dynamics191 topic
  5. Neural Networks172 topics
  6. Graph Neural Networks161 topic
  7. Knowledge Graph Embedding161 topic
  8. Ontology121 topic
  9. Semantic Web121 topic
  10. Automatic111 topic
  11. Extraction111 topic
  12. Facial Expression111 topic
  13. Multimodal Data111 topic
  14. Opinion Mining101 topic
  15. Sentiment Analysis101 topic
  16. Gene Set Enrichment Analysis61 topic
  17. Machine Translation61 topic
  18. Protein-Protein Interaction Networks61 topic
  19. Word Representation61 topic

Where does Valentina Franzoni work?

Valentina Franzoni's main affiliation in the publication record is University of Perugia, Italy.

How many publications and citations does Valentina Franzoni have?

OpenAlex counts 112 works and 1,271 citations for Valentina Franzoni, an h-index of 22, ranking #1,330,060 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.

Discussion

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