John Lafferty
John Lafferty publishes mostly in Artificial Intelligence, Statistics and Probability and Molecular Biology, on topics such as Statistical Methods and Inference, Bayesian Methods and Mixture Models and Neural Networks and Applications.
- World rank
- #2,411 of 1,633,909 ranked researchers
- Rank in United States
- #1,093 of 358,040
- Works
- 70
- Citations
- 4.8k
- Citations per work
- 68.6
What does John Lafferty research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence43% of their works
- 2Statistics and Probability11% of their works
- 3Molecular Biology9% of their works
- 4Computer Networks and Communications6% of their works
- 5Computational Mechanics5% of their works
- 6General Social Sciences3% of their works
Research topics
Which keywords describe John Lafferty's research?
The keywords of their largest research topics: Regularization, Variable Selection, Clustering, Mixture Models, Bayesian Networks, Causal Inference, Compressed Sensing and Multi-label Learning.
- Text Mining
- Neural Machine Translation
- Text Classification
- Self-Organizing Maps
- Multi-label Learning
- Causal Inference
- Mixture Models
- Variable Selection
- Regularization
- Clustering
- Bayesian Networks
- Compressed Sensing
- Neural Networks
- Sparse Representation
- Biomedical Ontologies
- Statistical Machine Translation
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 16 words, with their numbers
- Regularization51 topic
- Variable Selection51 topic
- Clustering41 topic
- Mixture Models41 topic
- Bayesian Networks31 topic
- Causal Inference31 topic
- Compressed Sensing31 topic
- Multi-label Learning31 topic
- Neural Networks31 topic
- Self-Organizing Maps31 topic
- Sparse Representation31 topic
- Text Classification31 topic
- Biomedical Ontologies21 topic
- Neural Machine Translation21 topic
- Statistical Machine Translation21 topic
- Text Mining21 topic
Where does John Lafferty work?
John Lafferty's main affiliation in the publication record is Carnegie Mellon University, United States.
How many publications and citations does John Lafferty have?
Science Explorer counts 70 works and 4,802 citations for John Lafferty, ranking #2,411 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.