Roger Perkins
Molecular Biology · 2000–2015
A researcher in the Science corpus: 7 papers; trusts 1 researcher and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Molecular Biology — 62 citations into it
Whom Roger Perkins trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
Papers from Roger Perkins's perspective
Ordered by how strongly the researchers Roger Perkins trusts endorse each paper. Same corpus, a different order for every researcher.
- Latent Dirichlet Allocation
- Finding scientific topics
- Modeling annotated data
- A Mathematical Theory of Communication
- Unsupervised Learning by Probabilistic Latent Semantic Analysis
- Density Estimation for Statistics and Data Analysis
- Mixed Membership Stochastic Blockmodels
- MUSCLE: multiple sequence alignment with high accuracy and high throughput.
- A Bayesian framework for the analysis of microarray expression data: regularized t -test and statistical inferences of gene changes (Bioinform.)
- On Differential Variability of Expression Ratios: Improving Statistical Inference about Gene Expression Changes from Microarray Data (J. Comput. Biol.)
Their papers
- A comprehensive assessment of RNA-seq accuracy, reproducibility and information content by the Sequencing Quality Control consortium (2014) — 938 citations
- Current Status of Methods for Defining the Applicability Domain of (Quantitative) Structure-Activity Relationships (2005) — 797 citations
- QSAR Models Using a Large Diverse Set of Estrogens (2001) — 330 citations
- The balance of reproducibility, sensitivity, and specificity of lists of differentially expressed genes in microarray studies (2008) — 323 citations
- The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models (2010) — 549 citations
- A heuristic approach to determine an appropriate number of topics in topic modeling (2015) — 350 citations
- The estrogen receptor relative binding affinities of 188 natural and xenochemicals: structural diversity of ligands. (2000) — 798 citations