Colin Campbell

Molecular Biology · with Rogers · 2003–2017

A researcher in the Science corpus: 3 papers; trusts 2 researchers and is trusted by 0 researchers here, as inferred from the citation graph.

Subfields

• Molecular Biology — 30 citations into it
• Statistical Learning Theory — 8 citations into it

Whom Colin Campbell trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. J. Platt

Papers from Colin Campbell's perspective

Ordered by how strongly the researchers Colin Campbell trusts endorse each paper. Same corpus, a different order for every researcher.

1. Potential etiologic and functional implications of genome-wide association loci for human diseases and traits (Proceedings of the National Academy of Sciences of the United States of America)
2. Kernel Methods for Pattern Analysis
3. Choosing Multiple Parameters for Support Vector Machines
4. The Ensembl Variant Effect Predictor
5. The Spectrum Kernel: A String Kernel for SVM Protein Classification
6. A general framework for estimating the relative pathogenicity of human genetic variants
7. ClinVar: public archive of relationships among sequence variation and human phenotype
8. Predicting the Functional, Molecular, and Phenotypic Consequences of Amino Acid Substitutions using Hidden Markov Models (Human Mutation)
9. A decision-theoretic generalization of on-line learning and an application to boosting
10. An Integrated Encyclopedia of DNA Elements in the Human Genome

Their papers

• Estimating Dataset Size Requirements for Classifying DNA Microarray Data (2003) — 301 citations
• FATHMM-XF: accurate prediction of pathogenic point mutations via extended features (2017) — 417 citations
• An integrative approach to predicting the functional effects of non-coding and coding sequence variation (2015) — 631 citations