Fragkiskos D. Malliaros
Fragkiskos D. Malliaros publishes mostly in Artificial Intelligence, Statistical and Nonlinear Physics and Molecular Biology, on topics such as Advanced Graph Neural Networks, Topic Modeling and Complex Network Analysis Techniques.
- World rank
- #234,555 of 1,633,909 ranked researchers
- Rank in France
- #12,560 of 96,116
- Works
- 31
- Citations
- 221
- Citations per work
- 7.1
What does Fragkiskos D. Malliaros research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence58% of their works
- 2Statistical and Nonlinear Physics18% of their works
- 3Molecular Biology11% of their works
- 4Information Systems7% of their works
- 5Computer Vision and Pattern Recognition2% of their works
- 6Control and Systems Engineering2% of their works
Research topics
Which keywords describe Fragkiskos D. Malliaros's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Graph Neural Networks, Knowledge Graph Embedding, Community Structure, Machine Translation, Network Dynamics and Word Representation.
- Semantic Web
- K-means
- Clustering Algorithms
- Protein-Protein Interaction Networks
- Gene Set Enrichment Analysis
- Word Representation
- Machine Translation
- Knowledge Graph Embedding
- Neural Networks
- Deep Learning
- Graph Neural Networks
- Community Structure
- Network Dynamics
- Collaborative Filtering
- Matrix Factorization
- Automatic
- Extraction
- 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.
All 18 words, with their numbers
- Deep Learning122 topics
- Neural Networks113 topics
- Graph Neural Networks91 topic
- Knowledge Graph Embedding91 topic
- Community Structure61 topic
- Machine Translation61 topic
- Network Dynamics61 topic
- Word Representation61 topic
- Collaborative Filtering31 topic
- Gene Set Enrichment Analysis31 topic
- Matrix Factorization31 topic
- Protein-Protein Interaction Networks31 topic
- Automatic21 topic
- Clustering Algorithms21 topic
- Extraction21 topic
- K-means21 topic
- Ontology21 topic
- Semantic Web21 topic
Where does Fragkiskos D. Malliaros work?
Fragkiskos D. Malliaros's main affiliation in the publication record is CentraleSupélec, France.
How many publications and citations does Fragkiskos D. Malliaros have?
Science Explorer counts 31 works and 221 citations for Fragkiskos D. Malliaros, ranking #234,555 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised 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 are in the interactive view on the map. Is this your page? Request a correction or removal.