Pierre Baldi
University of California, Irvine
Pierre Baldi is an Italian American computer scientists who is a distinguished professor of computer science at University of California Irvine and the director of its Institute for Genomics and Bioinformatics.
Read biography ↓Biography, research & contributions
Pierre Baldi is an Italian American computer scientists who is a distinguished professor of computer science at University of California Irvine and the director of its Institute for Genomics and Bioinformatics.
Affiliation
University of California, Irvine
Top Publications
- Assessing the accuracy of prediction algorithms for classification: an overview (2000) - 2,171 citations
- A Bayesian framework for the analysis of microarray expression data: regularized t -test and statistical inferences of gene changes (2001) - 1,647 citations
- Neural networks and principal component analysis: Learning from examples without local minima (1989) - 1,410 citations
- Bayesian surprise attracts human attention (2008) - 1,282 citations
- Prediction of protein stability changes for single‐site mutations using support vector machines (2005) - 1,224 citations
At a glance
- Full name
- Pierre Baldi
- ORCID
- 0000-0001-8752-4664
- OpenAlex ID
- https://openalex.org/A5088813478
Research interests
- Particle Detector Development and Performance, Neutrino Physics Research, Neural Networks and Applications, Particle physics theoretical and experimental studies, Computational Drug Discovery Methods
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 2026-10-07. 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.
- Assessing the accuracy of prediction algorithms for classification: an overview ↗2000 · Bioinformatics2,171OpenAlex citations
- 1,647OpenAlex citations
- 1,410OpenAlex citations
- Bayesian surprise attracts human attention ↗2008 · Vision Research1,282OpenAlex citations
- Prediction of protein stability changes for single‐site mutations using support vector machines ↗2005 · Proteins Structure Function and Bioinformatics1,224OpenAlex citations
Recent linked publications
Publications matched across ORCID and OpenAlex. Citation counts are source-specific.
- Assessing the accuracy of prediction algorithms for classification: an overview ↗2000 · Bioinformatics
- Bayesian surprise attracts human attention ↗2008 · Vision Research
- Prediction of protein stability changes for single‐site mutations using support vector machines ↗2005 · Proteins Structure Function and Bioinformatics
Journals published in
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Institutions
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Previous institutions
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Awards & honors
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Career timeline
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Co-authors
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Education & career institution links
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Sign in to claim this profileSources & data information
Editorial review: 2026-10-07 · Last data update: 2026-10-07 23:45:46
Unknown values are left blank. Linked publications may be a subset of total works. Identity verification, data retrieval and profile ownership are separate checks.