David Martínez
David Martínez publishes mostly in Artificial Intelligence, Molecular Biology and Computer Vision and Pattern Recognition, on topics such as Topic Modeling, Natural Language Processing Techniques and Speech and dialogue systems.
- World rank
- #169,761 of 1,633,909 ranked researchers
- Rank in Australia
- #4,840 of 35,497
- Works
- 30
- Citations
- 197
- Citations per work
- 6.6
What does David Martínez research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence68% of their works
- 2Molecular Biology10% of their works
- 3Computer Vision and Pattern Recognition5% of their works
- 4Information Systems2% of their works
- 5Epidemiology2% of their works
- 6Signal Processing2% of their works
Research topics
Which keywords describe David Martínez's research?
The keywords of their largest research topics: Neural Networks, Machine Translation, Word Representation, Neural Machine Translation, Statistical Machine Translation, Data Integration, Semantic Web and Markov Decision Processes.
- Unsupervised
- Noisy Labels
- Anomaly Detection
- Ontology
- Deep Learning
- Biomedical Ontologies
- Markov Decision Processes
- Data Integration
- Neural Machine Translation
- Machine Translation
- Neural Networks
- Word Representation
- Statistical Machine Translation
- Semantic Web
- Spoken Dialogue Systems
- Text Mining
- Linked Data
- Adversarial Examples
- Hyperparameter Optimization
- Robustness
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
- Neural Networks113 topics
- Machine Translation91 topic
- Word Representation91 topic
- Neural Machine Translation81 topic
- Statistical Machine Translation81 topic
- Data Integration62 topics
- Semantic Web62 topics
- Markov Decision Processes51 topic
- Spoken Dialogue Systems51 topic
- Biomedical Ontologies41 topic
- Text Mining41 topic
- Deep Learning22 topics
- Linked Data21 topic
- Ontology21 topic
- Adversarial Examples11 topic
- Anomaly Detection11 topic
- Hyperparameter Optimization11 topic
- Noisy Labels11 topic
- Robustness11 topic
- Unsupervised11 topic
Where does David Martínez work?
David Martínez's main affiliation in the publication record is The University of Melbourne, Australia.
How many publications and citations does David Martínez have?
Science Explorer counts 30 works and 197 citations for David Martínez, ranking #169,761 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.
Other researchers named David Martínez
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