Lennart Heim
Lennart Heim publishes mostly in Artificial Intelligence, Safety Research and Information Systems, on topics such as Ethics and Social Impacts of AI, Big Data and Business Intelligence and Adversarial Robustness in Machine Learning.
- World rank
- #2,672,605 of 7,710,434 ranked researchers
- Rank in Canada
- #87,022 of 183,316
- Works
- 31
- Citations
- 698
- Citations per work
- 22.5
What does Lennart Heim research?
Lennart Heim's work is mostly in Computer Science (39%), Social Sciences (18%), Business, Management and Accounting (9%).
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 Sciences1238.8%
- Computer Science1238.8%
- Everything else929.8%
- Social Sciences826.9%
- Health Sciences14.5%
- Medicine14.5%
- 1Artificial Intelligence24% of their works
- 2Safety Research18% of their works
- 3Information Systems10% of their works
- 4Management Information Systems9% of their works
- 5Computer Vision and Pattern Recognition4% of their works
- 6Health Informatics4% of their works
Research topics
- Ethics and Social Impacts of AI
- Big Data and Business Intelligence
- Adversarial Robustness in Machine Learning
- Explainable Artificial Intelligence (XAI)
- Blockchain Technology Applications and Security
- Topic Modeling
- Machine Learning and Data Classification
- Artificial Intelligence in Healthcare and Education
Which keywords describe Lennart Heim's research?
The keywords of their largest research topics: Big Data, Machine Learning, Artificial Intelligence, Ethics, Fairness, Supply Chain Management, Security and Deep Neural Networks.
- Word Representation
- Medical Imaging
- Hyperparameter Optimization
- Machine Learning Interpretability
- Internet of Things
- Blockchain
- Business Intelligence
- Neural Networks
- Deep Neural Networks
- Supply Chain Management
- Ethics
- Machine Learning
- Big Data
- Artificial Intelligence
- Fairness
- Security
- Healthcare
- Analytics
- Adversarial Examples
- Deep Learning
- Interpretable Models
- Clinical Decision Support
- Machine Translation
- Noisy Labels
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 24 words, with their numbers
- Big Data213 topics
- Machine Learning193 topics
- Artificial Intelligence152 topics
- Ethics121 topic
- Fairness121 topic
- Supply Chain Management102 topics
- Security82 topics
- Deep Neural Networks72 topics
- Healthcare72 topics
- Neural Networks72 topics
- Analytics61 topic
- Business Intelligence61 topic
- Adversarial Examples41 topic
- Blockchain41 topic
- Deep Learning41 topic
- Internet of Things41 topic
- Interpretable Models41 topic
- Machine Learning Interpretability41 topic
- Clinical Decision Support31 topic
- Hyperparameter Optimization31 topic
- Machine Translation31 topic
- Medical Imaging31 topic
- Noisy Labels31 topic
- Word Representation31 topic
Where does Lennart Heim work?
Lennart Heim's main affiliation in the publication record is Institute on Governance, Canada.
How many publications and citations does Lennart Heim have?
OpenAlex counts 31 works and 698 citations for Lennart Heim, an h-index of 10, ranking #2,672,605 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.
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