Grigorios Tsoumakas
Grigorios Tsoumakas publishes mostly in Artificial Intelligence, Molecular Biology and Information Systems, on topics such as Topic Modeling, Text and Document Classification Technologies and Natural Language Processing Techniques.
- World rank
- #100,297 of 1,633,909 ranked researchers
- Rank in Greece
- #253 of 7,348
- Works
- 66
- Citations
- 378
- Citations per work
- 5.7
What does Grigorios Tsoumakas research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence57% of their works
- 2Molecular Biology12% of their works
- 3Information Systems8% of their works
- 4Signal Processing5% of their works
- 5Computer Vision and Pattern Recognition3% of their works
- 6Computational Theory and Mathematics3% of their works
Research topics
Which keywords describe Grigorios Tsoumakas's research?
The keywords of their largest research topics: Information Retrieval, Text Classification, Neural Networks, Feature Selection, Machine Translation, Multi-label Learning, Word Representation and Classification.
- Text Mining
- SMOTE
- Noisy Labels
- Hyperparameter Optimization
- Extraction
- Statistical Machine Translation
- Classification
- Multi-label Learning
- Feature Selection
- Text Classification
- Information Retrieval
- Neural Networks
- Machine Translation
- Word Representation
- Neural Machine Translation
- Automatic
- Biomedical Ontologies
- Imbalanced Data
- Protein
- Subcellular Localization
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 20 words, with their numbers
- Information Retrieval162 topics
- Text Classification162 topics
- Neural Networks122 topics
- Feature Selection81 topic
- Machine Translation81 topic
- Multi-label Learning81 topic
- Word Representation81 topic
- Classification62 topics
- Neural Machine Translation51 topic
- Statistical Machine Translation51 topic
- Automatic41 topic
- Extraction41 topic
- Biomedical Ontologies31 topic
- Hyperparameter Optimization31 topic
- Imbalanced Data31 topic
- Noisy Labels31 topic
- Protein31 topic
- SMOTE31 topic
- Subcellular Localization31 topic
- Text Mining31 topic
Where does Grigorios Tsoumakas work?
Grigorios Tsoumakas's main affiliation in the publication record is Aristotle University of Thessaloniki, Greece.
How many publications and citations does Grigorios Tsoumakas have?
Science Explorer counts 66 works and 378 citations for Grigorios Tsoumakas, ranking #100,297 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.