The Role of Balanced Training and Testing Data Sets for Binary Classifiers in Bioinformatics

Phenotype-optimized sequence ensembles substantially improve prediction of disease-causing mutation in cystic fibrosis

(2012) David L. Masica et al.   HUMAN MUTATION

SPINE-D: Accurate Prediction of Short and Long Disordered Regions by a Single Neural-Network Based Method

(2012) Tuo Zhang et al.   JOURNAL OF BIOMOLECULAR STRUCTURE & DYNAMICS

Cost-Sensitive Learning via Priority Sampling to Improve the Return on Marketing and CRM Investment

(2012) Geng Cui et al.   JOURNAL OF MANAGEMENT INFORMATION SYSTEMS

ESpritz: accurate and fast prediction of protein disorder

(2011) Ian Walsh et al.   BIOINFORMATICS

Making sense of cancer genomic data

(2011) Lynda Chin et al.   GENES & DEVELOPMENT

SDM--a server for predicting effects of mutations on protein stability and malfunction

(2011) C. L. Worth et al.   NUCLEIC ACIDS RESEARCH

UniProt Knowledgebase: a hub of integrated protein data

(2011) M. Magrane et al.   Database-The Journal of Biological Databases and Curation

Easy retrieval of single amino-acid polymorphisms and phenotype information using SwissVar

(2010) Anaïs Mottaz et al.   BIOINFORMATICS

Sequence feature-based prediction of protein stability changes upon amino acid substitutions

(2010) Shaolei Teng et al.   BMC GENOMICS

A method and server for predicting damaging missense mutations

(2010) Ivan A Adzhubei et al.   NATURE METHODS

MuD: an interactive web server for the prediction of non-neutral substitutions using protein structural data

(2010) G. Wainreb et al.   NUCLEIC ACIDS RESEARCH

PreDisorder: ab initio sequence-based prediction of protein disordered regions

(2009) Xin Deng et al.   BMC BIOINFORMATICS

Functional annotations improve the predictive score of human disease-related mutations in proteins

(2009) Remo Calabrese et al.   HUMAN MUTATION

Learning from Imbalanced Data

(2009) Haibo He et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

SNAP predicts effect of mutations on protein function

(2008) Yana Bromberg et al.   BIOINFORMATICS

A three-state prediction of single point mutations on protein stability changes

(2008) Emidio Capriotti et al.   BMC BIOINFORMATICS

To be folded or to be unfolded?

(2004) Sergiy O. Garbuzynskiy et al.   PROTEIN SCIENCE