Predicting Gene Function From Patterns of Annotation

Estimating the Dimension of a Model

1978 • 43,634 citations

Gene Ontology: tool for the unification of biology

2000 • 38,297 citations

Elements of Information Theory

2001 • 38,276 citations

C4.5: Programs for Machine Learning

1992 • 24,077 citations

Classification and Regression Trees.

1986 • 21,574 citations

Markov Chain Monte Carlo in Practice

1995 • 7,899 citations

Empirical Analysis of Predictive Algorithms for Collaborative Filtering

2013 • 4,339 citations

Using Bayesian Networks to Analyze Expression Data

2000 • 3,320 citations

The computational complexity of probabilistic inference using bayesian belief networks

1990 • 1,983 citations

Bayesian Networks and Decision Graphs

2001 • 1,683 citations

Loopy belief propagation for approximate inference: an empirical study

1999 • 1,501 citations

SGD: Saccharomyces Genome Database

1998 • 1,138 citations

Creating the Gene Ontology Resource: Design and Implementation

2001 • 941 citations

Creating the gene ontology resource: design and implementation.

2001 • 831 citations

Approximating probabilistic inference in Bayesian belief networks is NP-hard

1993 • 785 citations

The Bayesian Structural EM Algorithm

2013 • 540 citations

Learning Bayesian Networks with Local Structure

1998 • 400 citations

InterPro—an integrated documentation resource for protein families, domains and functional sites

2000 • 352 citations

WormBase: network access to the genome and biology of Caenorhabditis elegans

2001 • 336 citations

Statistical methods in bioinformatics: an introduction

2005 • 241 citations

Associating Genes with Gene Ontology Codes Using a Maximum Entropy Analysis of Biomedical Literature

2002 • 203 citations

Construction of a Bayesian network for mammographic diagnosis of breast cancer

1997 • 178 citations

Learning decision rules in noisy domains

1987 • 174 citations

The Mouse Genome Database (MGD): the model organism database for the laboratory mouse

2002 • 143 citations

Variational Probabilistic Inference and the QMR-DT Network

1999 • 136 citations

Predicting Gene Ontology Functions from ProDom and CDD Protein Domains

2002 • 96 citations

PREDICTING GENE FUNCTION FROM GENE EXPRESSIONS AND ONTOLOGIES

2000 • 89 citations

The FlyBase database of the Drosophila genome projects and community literature

2002 • 87 citations

Deleted Work

1955 • 0 citations