Vlad Niculae
Vlad Niculae publishes mostly in Artificial Intelligence, Information Systems and Molecular Biology, on topics such as Topic Modeling, Natural Language Processing Techniques and Domain Adaptation and Few-Shot Learning.
- World rank
- #431,853 of 1,633,909 ranked researchers
- Rank in Portugal
- #1,611 of 9,113
- Works
- 27
- Citations
- 86
- Citations per work
- 3.2
What does Vlad Niculae research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence54% of their works
- 2Information Systems12% of their works
- 3Molecular Biology8% of their works
- 4Education4% of their works
- 5Computational Mathematics4% of their works
- 6Language and Linguistics4% of their works
Research topics
Which keywords describe Vlad Niculae's research?
The keywords of their largest research topics: Neural Networks, Machine Translation, Semi-Supervised Learning, Word Representation, Deep Learning, Neural Machine Translation, Statistical Machine Translation and Active Learning.
- Suffix Arrays
- Education
- Biomedical Ontologies
- Backpropagation Learning
- Machine Learning
- Active Learning
- Neural Machine Translation
- Word Representation
- Machine Translation
- Neural Networks
- Semi-Supervised Learning
- Deep Learning
- Statistical Machine Translation
- Domain Adaptation
- Transfer Learning
- Bioinformatics
- Compression
- Self-Organizing Maps
- Text Mining
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 19 words, with their numbers
- Neural Networks52 topics
- Machine Translation41 topic
- Semi-Supervised Learning42 topics
- Word Representation41 topic
- Deep Learning32 topics
- Neural Machine Translation31 topic
- Statistical Machine Translation31 topic
- Active Learning21 topic
- Domain Adaptation21 topic
- Machine Learning21 topic
- Transfer Learning21 topic
- Backpropagation Learning11 topic
- Bioinformatics11 topic
- Biomedical Ontologies11 topic
- Compression11 topic
- Education11 topic
- Self-Organizing Maps11 topic
- Suffix Arrays11 topic
- Text Mining11 topic
Where does Vlad Niculae work?
Vlad Niculae's main affiliation in the publication record is Instituto de Telecomunicações, Portugal.
How many publications and citations does Vlad Niculae have?
Science Explorer counts 27 works and 86 citations for Vlad Niculae, ranking #431,853 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.