CryoProtect: A Web Server for Classifying Antifreeze Proteins from Nonantifreeze Proteins

Exploring the chemical space of influenza neuraminidase inhibitors

(2016) Nuttapat Anuwongcharoen et al.   PeerJ

Sequence based human leukocyte antigen gene prediction using informative physicochemical properties

(2015) Watshara Shoombuatong et al.   International Journal of Data Mining and Bioinformatics

An Effective Antifreeze Protein Predictor with Ensemble Classifiers and Comprehensive Sequence Descriptors

(2015) Runtao Yang et al.   INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

TargetFreeze: Identifying Antifreeze Proteins via a Combination of Weights using Sequence Evolutionary Information and Pseudo Amino Acid Composition

(2015) Xue He et al.   JOURNAL OF MEMBRANE BIOLOGY

Navigating the chemical space of dipeptidyl peptidase-4 inhibitors

(2015) Chanin Nantasenamat et al.   Drug Design Development and Therapy

Chou׳s pseudo amino acid composition improves sequence-based antifreeze protein prediction

(2014) Sukanta Mondal et al.   JOURNAL OF THEORETICAL BIOLOGY

Ice-binding proteins: a remarkable diversity of structures for stopping and starting ice growth

(2014) Peter L. Davies   TRENDS IN BIOCHEMICAL SCIENCES

Prediction of protein-protein interactions from amino acid sequences with ensemble extreme learning machines and principal component analysis

(2013) Zhu-Hong You et al.   BMC BIOINFORMATICS

Exploring the chemical space of aromatase inhibitors

(2013) Chanin Nantasenamat et al.   MOLECULAR DIVERSITY

SCMCRYS: Predicting Protein Crystallization Using an Ensemble Scoring Card Method with Estimating Propensity Scores of P-Collocated Amino Acid Pairs

(2013) Phasit Charoenkwan et al.   PLoS One

Using Support Vector Machine and Evolutionary Profiles to Predict Antifreeze Protein Sequences

(2012) Xiaowei Zhao et al.   INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

Antifreeze Protein from Freeze-Tolerant Grass Has a Beta-Roll Fold with an Irregularly Structured Ice-Binding Site

(2012) Adam J. Middleton et al.   JOURNAL OF MOLECULAR BIOLOGY

QSPR Models for Predicting Log Pliver Values for Volatile Organic Compounds Combining Statistical Methods and Domain Knowledge

(2012) Damián Palomba et al.   MOLECULES

Identification of Antifreeze Proteins and Their Functional Residues by Support Vector Machine and Genetic Algorithms based on n-Peptide Compositions

(2011) Chin-Sheng Yu et al.   PLoS One

Compound Ice-Binding Site of an Antifreeze Protein Revealed by Mutagenesis and Fluorescent Tagging

(2010) Christopher P. Garnham et al.   BIOCHEMISTRY

Advances in computational methods to predict the biological activity of compounds

(2010) Chanin Nantasenamat et al.   Expert Opinion on Drug Discovery

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

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

Classification of Cytochrome P450Activities Using Machine Learning Methods

(2009) Felix Hammann et al.   MOLECULAR PHARMACEUTICS

Hyperactive Antifreeze Protein from Fish Contains Multiple Ice-Binding Sites†

(2008) Laurie A. Graham et al.   BIOCHEMISTRY

Properties, Potentials, and Prospects of Antifreeze Proteins

(2008) S. Venketesh et al.   CRITICAL REVIEWS IN BIOTECHNOLOGY

Role of Nonpolar Amino Acid Functional Groups in the Surface Orientation-Dependent Adsorption of Natural and Synthetic Antifreeze Peptides on Ice

(2008) Andrzej Wierzbicki et al.   CRYSTAL GROWTH & DESIGN

X-ray Structure of Snow Flea Antifreeze Protein Determined by Racemic Crystallization of Synthetic Protein Enantiomers

(2008) Brad L. Pentelute et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

What is principal component analysis?

(2008) Markus Ringnér   NATURE BIOTECHNOLOGY