Improving the chances of successful protein structure determination with a random forest classifier

Purification, crystallization and preliminary crystallographic analysis of the CBS-domain pair of cyclin M2 (CNNM2)

(2012) Inmaculada Gómez-García et al.   Acta Crystallographica Section F-Structural Biology and Crystallization Communications

Using ensemble methods to deal with imbalanced data in predicting protein–protein interactions

(2012) Yongqing Zhang et al.   COMPUTATIONAL BIOLOGY AND CHEMISTRY

RFCRYS: Sequence-based protein crystallization propensity prediction by means of random forest

(2012) Samad Jahandideh et al.   JOURNAL OF THEORETICAL BIOLOGY

Improving protein-ATP binding residues prediction by boosting SVMs with random under-sampling

(2012) Dong-Jun Yu et al.   NEUROCOMPUTING

It's all in the crystals…

(2011) Zygmunt S. Derewenda   ACTA CRYSTALLOGRAPHICA SECTION D-BIOLOGICAL CRYSTALLOGRAPHY

Purification, crystallization and preliminary crystallographic analysis of the CBS-domain protein MJ1004 fromMethanocaldococcus jannaschii

(2011) Iker Oyenarte et al.   Acta Crystallographica Section F-Structural Biology and Crystallization Communications

Purification, crystallization and preliminary crystallographic analysis of the CBS pair of the human metal transporter CNNM4

(2011) Inmaculada Gómez García et al.   Acta Crystallographica Section F-Structural Biology and Crystallization Communications

Sequence-based prediction of protein crystallization, purification and production propensity

(2011) Marcin J. Mizianty et al.   BIOINFORMATICS

The N-terminal domain of human holocarboxylase synthetase facilitates biotinylation via direct interaction with the substrate protein

(2010) Chung-Kyung Lee et al.   FEBS LETTERS

High-throughput production of human proteins for crystallization: The SGC experience

(2010) Pavel Savitsky et al.   JOURNAL OF STRUCTURAL BIOLOGY

The high-throughput protein sample production platform of the Northeast Structural Genomics Consortium

(2010) Rong Xiao et al.   JOURNAL OF STRUCTURAL BIOLOGY

AFP-Pred: A random forest approach for predicting antifreeze proteins from sequence-derived properties

(2010) Krishna Kumar Kandaswamy et al.   JOURNAL OF THEORETICAL BIOLOGY

SVMCRYS: An SVM Approach for the Prediction of Protein Crystallization Propensity from Protein Sequence

(2010) Krishna Kandaswamy et al.   PROTEIN AND PEPTIDE LETTERS

Meta prediction of protein crystallization propensity

(2009) Marcin J. Mizianty et al.   BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS

Protein-protein crystal-packing contacts

(2009) Oliviero Carugo et al.   PROTEIN SCIENCE

PSI-2: Structural Genomics to Cover Protein Domain Family Space

(2009) Benoît H. Dessailly et al.   STRUCTURE

ParCrys: a Parzen window density estimation approach to protein crystallization propensity prediction

(2008) Ian M. Overton et al.   BIOINFORMATICS

Cluster-based under-sampling approaches for imbalanced data distributions

(2008) Show-Jane Yen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Understanding the physical properties that control protein crystallization by analysis of large-scale experimental data

(2008) W Nicholson Price II et al.   NATURE BIOTECHNOLOGY

Genome Pool Strategy for Structural Coverage of Protein Families

(2008) Lukasz Jaroszewski et al.   STRUCTURE

FEATURE SELECTION IN VALIDATING MASS SPECTROMETRY DATABASE SEARCH RESULTS

(2008) JIANWEN FANG et al.   Journal of Bioinformatics and Computational Biology