Edward McFowland
Edward McFowland publishes mostly in Artificial Intelligence, Statistics and Probability and Epidemiology, on topics such as Anomaly Detection Techniques and Applications, Explainable Artificial Intelligence (XAI) and Data-Driven Disease Surveillance.
- World rank
- #2,300,287 of 7,710,434 ranked researchers
- Rank in United States
- #686,190 of 1,627,098
- Works
- 43
- Citations
- 1.3k
- Citations per work
- 29.4
What does Edward McFowland research?
Edward McFowland's work is mostly in Computer Science (30%), Mathematics (14%), Medicine (8%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences2047.4%
- Computer Science1330.2%
- Mathematics613.8%
- Physics and Astronomy13.4%
- Everything else1534.5%
- Health Sciences37.8%
- Medicine37.8%
- Social Sciences36.0%
- Decision Sciences36.0%
- Life Sciences24.3%
- 1Artificial Intelligence30% of their works
- 2Statistics and Probability14% of their works
- 3Epidemiology8% of their works
- 4Management Science and Operations Research6% of their works
- 5Molecular Biology4% of their works
- 6Statistical and Nonlinear Physics3% of their works
Research topics
Which keywords describe Edward McFowland's research?
The keywords of their largest research topics: Deep Learning, High-Dimensional Data, Neural Networks, Machine Learning, Anomaly Detection, Interpretable Models, Machine Learning Interpretability and Unsupervised.
- High-Content Screening
- Differential Privacy
- Variable Selection
- Regularization
- Propensity Score
- Disease Surveillance
- Unsupervised
- Interpretable Models
- Machine Learning
- High-Dimensional Data
- Deep Learning
- Neural Networks
- Anomaly Detection
- Machine Learning Interpretability
- Digital Epidemiology
- Causal Inference
- Adversarial Examples
- Robustness
- Bioimage Analysis
- Federated Learning
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
- Deep Learning183 topics
- High-Dimensional Data152 topics
- Neural Networks152 topics
- Machine Learning113 topics
- Anomaly Detection101 topic
- Interpretable Models101 topic
- Machine Learning Interpretability101 topic
- Unsupervised101 topic
- Digital Epidemiology91 topic
- Disease Surveillance91 topic
- Causal Inference61 topic
- Propensity Score61 topic
- Adversarial Examples51 topic
- Regularization51 topic
- Robustness51 topic
- Variable Selection51 topic
- Bioimage Analysis31 topic
- Differential Privacy31 topic
- Federated Learning31 topic
- High-Content Screening31 topic
Where does Edward McFowland work?
Edward McFowland's main affiliation in the publication record is University of Minnesota, United States.
How many publications and citations does Edward McFowland have?
OpenAlex counts 43 works and 1,265 citations for Edward McFowland, an h-index of 11, ranking #2,300,287 of 7,710,434 researchers worldwide on the quality 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 have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.
Discussion
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