Keyword

computational biology

Description: An interdisciplinary field applying computational, mathematical, and statistical methods to the analysis and modeling of biological systems and data.

Wikidata ID: wiki/Q177005

OpenAlex ID: keywords/computational-biology

Dropout: a simple way to prevent neural networks from overfitting

2014 · Nitish Srivastava, Geoffrey E. Hinton, et al. · 32,370

Bioconductor: open software development for computational biology and bioinformatics

2004 · Robert C Gentleman, Vincent J Carey, et al. · Genome biology · 12,172

PDF

Probabilistic graphical models : principles and techniques

2009 · Daniel L. Koller, Nir Friedman · 6,145

Algorithms on strings, trees, and sequences computer science and computational biology

1997 · Gusfield, Dan · 3,477

Bioinformatics and Computational Biology Solutions Using R and Bioconductor

2005 · Gentleman, Robert, Carey, Vincent, et al. · Statistics in the health sciences · 3,289

Algorithms on Strings, Trees and Sequences

1997 · Dan Gusfield · Cambridge University Press eBooks · 3,078

Optimized Monte Carlo data analysis

1989 · Alan M. Ferrenberg, Robert H. Swendsen · Physical Review Letters · 2,590

A guided tour to approximate string matching

2001 · Gonzalo Navarro · ACM Computing Surveys · 2,561

Computational systems biology

2002 · Hiroaki Kitano · Nature · 2,229

The Immunological Genome Project: networks of gene expression in immune cells

2008 · Tracy S P Heng, Michio W Painter, et al. · Nature Immunology · 1,852

Introduction to parallel computing

2004 · Choice Reviews Online · 1,843

Deep learning for computational biology

2016 · Christof Angermueller, Tanel Pärnamaa, et al. · Molecular Systems Biology · 1,472

PDF

The big challenges of big data

2013 · Vivien Marx · Nature · 1,224

BioNumbers—the database of key numbers in molecular and cell biology

2009 · Ron Milo, Paul Jorgensen, et al. · Nucleic Acids Research · 1,053

PDF

Kernel Methods in Computational Biology

2004 · Vert, Jean-Philippe, 阿久津, 達也 · The MIT Press eBooks · 1,032

PDF

High Order Weighted Essentially Nonoscillatory Schemes for Convection Dominated Problems

2009 · Chi-Wang Shu · SIAM Review · 964

Introduction to Computational Biology

1995 · Michael S. Waterman · Springer eBooks · 960

Overview of random forest methodology and practical guidance with emphasis on computational biology and bioinformatics

2012 · Anne‐Laure Boulesteix, Silke Janitza, et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 924

Bioinformatics the machine learning approach

· Baldi, Pierre, Brunak, Søren · 914

Principles of Constraint Programming

2003 · Krzysztof Apt · Cambridge University Press eBooks · 888

Ten quick tips for machine learning in computational biology

2017 · Davide Chicco · BioData Mining · 879

PDF

Random Forest for Bioinformatics

2012 · Yanjun Qi · Springer eBooks · 755

Support Vector Machines and Kernels for Computational Biology

2008 · Asa Ben-Hur, Cheng Soon Ong, et al. · PLoS Computational Biology · 702

PDF

Algorithms on Strings

2007 · Maxime Crochemore, Christophe Hancart, et al. · Cambridge University Press eBooks · 676

What is the expectation maximization algorithm?

2008 · Chuong B Do, Serafim Batzoglou · Nature Biotechnology · 607

Works count: 8,282

Citation count: 153,600