David E. Heckerman
Amazon (United States)
Affiliation Amazon (United States) Top Publications Empirical Analysis of Predictive Algorithms for Collaborative Filtering (2013) – 4,810 citations A Hexanucleotide Repeat Expansion in C9ORF72 Is the Cause of Chromosome 9p21-Linked ALS-FTD (2011) – 4,562 citations Learning Bayesian Networks: The Combination of Knowledge and Statistical Data (1995) – 3,252 citations Learning Bayesian networks: The combination of ... <a title="David E. Heckerman" class="read-more" href="https://journalsworld.com/researchers/david-e-heckerman/" aria-label="Read more about David E. Heckerman">Read more</a>
Read biography ↓Biography, research & contributions
Affiliation
Amazon (United States)
Top Publications
- Empirical Analysis of Predictive Algorithms for Collaborative Filtering (2013) - 4,810 citations
- A Hexanucleotide Repeat Expansion in C9ORF72 Is the Cause of Chromosome 9p21-Linked ALS-FTD (2011) - 4,562 citations
- Learning Bayesian Networks: The Combination of Knowledge and Statistical Data (1995) - 3,252 citations
- Learning Bayesian networks: The combination of knowledge and statistical data (1995) - 2,040 citations
- Efficient Control of Population Structure in Model Organism Association Mapping (2008) - 2,001 citations
At a glance
- Full name
- David E. Heckerman
- ORCID
- 0000-0002-4274-6084
- OpenAlex ID
- https://openalex.org/A5016386034
Research interests
- Bayesian Modeling and Causal Inference, HIV Research and Treatment, vaccines and immunoinformatics approaches, Logic, Reasoning, and Knowledge, Evolution and Genetic Dynamics
Research topics
Education
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Selected research & further reading
A curated reading list, not a ranking by citation count. References use DOI metadata, matching public scholarly records or authoritative lecture sources.
See the source-linked reading and original works in the research guide above.
Citation & publication trends
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Source: OpenAlex · Retrieved 2026-10-08. Metrics are database-specific and are not a scientific ranking.
Most-cited linked publications
Publications matched across ORCID and OpenAlex. Citation counts are source-specific.
- Empirical Analysis of Predictive Algorithms for Collaborative Filtering ↗2013 · arXiv (Cornell University)4,810OpenAlex citations
- 4,562OpenAlex citations
- Learning Bayesian Networks: The Combination of Knowledge and Statistical Data ↗1995 · Machine Learning3,252OpenAlex citations
- Learning Bayesian networks: The combination of knowledge and statistical data ↗1995 · Machine Learning2,040OpenAlex citations
- 2,001OpenAlex citations
Recent linked publications
Publications matched across ORCID and OpenAlex. Citation counts are source-specific.
- Empirical Analysis of Predictive Algorithms for Collaborative Filtering ↗2013 · arXiv (Cornell University)
- Learning Bayesian Networks: The Combination of Knowledge and Statistical Data ↗1995 · Machine Learning
- Learning Bayesian networks: The combination of knowledge and statistical data ↗1995 · Machine Learning
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Awards & honors
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Career timeline
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Co-authors
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Sign in to claim this profileSources & data information
Editorial review: 2026-10-08 · Last data update: 2026-10-08 00:23:24
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