AFP-SPTS: an accurate prediction of antifreeze proteins using sequential and pseudo-tri-slicing evolutionary features with an extremely randomized tree
The development of intracellular ice in the bodies of cold-blooded living organisms may
cause them to die. These species yield antifreeze proteins (AFPs) to live in subzero …
cause them to die. These species yield antifreeze proteins (AFPs) to live in subzero …
[HTML][HTML] Prediction of antifreeze proteins using machine learning
Living organisms including fishes, microbes, and animals can live in extremely cold weather.
To stay alive in cold environments, these species generate antifreeze proteins (AFPs), also …
To stay alive in cold environments, these species generate antifreeze proteins (AFPs), also …
AFP-CMBPred: Computational identification of antifreeze proteins by extending consensus sequences into multi-blocks evolutionary information
In extremely cold environments, living organisms like plants, animals, fishes, and microbes
can die due to the intracellular ice formation in their bodies. To sustain life in such cold …
can die due to the intracellular ice formation in their bodies. To sustain life in such cold …
iAFP-gap-SMOTE: an efficient feature extraction scheme gapped dipeptide composition is coupled with an oversampling technique for identification of antifreeze …
Antifreeze proteins (AFPs) perform distinguishable roles in maintaining homeostatic
conditions of living organisms and protect their cell and body from freezing in extremely cold …
conditions of living organisms and protect their cell and body from freezing in extremely cold …
CryoProtect: a web server for classifying antifreeze proteins from nonantifreeze proteins
Antifreeze protein (AFP) is an ice‐binding protein that protects organisms from freezing in
extremely cold environments. AFPs are found across a diverse range of species and …
extremely cold environments. AFPs are found across a diverse range of species and …
TargetFreeze: identifying antifreeze proteins via a combination of weights using sequence evolutionary information and pseudo amino acid composition
X He, K Han, J Hu, H Yan, JY Yang, HB Shen… - The Journal of membrane …, 2015 - Springer
Antifreeze proteins (AFPs) are indispensable for living organisms to survive in an extremely
cold environment and have a variety of potential biotechnological applications. The accurate …
cold environment and have a variety of potential biotechnological applications. The accurate …
[HTML][HTML] An effective antifreeze protein predictor with ensemble classifiers and comprehensive sequence descriptors
R Yang, C Zhang, R Gao, L Zhang - International journal of molecular …, 2015 - mdpi.com
Antifreeze proteins (AFPs) play a pivotal role in the antifreeze effect of overwintering
organisms. They have a wide range of applications in numerous fields, such as improving …
organisms. They have a wide range of applications in numerous fields, such as improving …
PoGB-pred: prediction of antifreeze proteins sequences using amino acid composition with feature selection followed by a sequential-based ensemble approach
Background: Proteins contribute significantly in every task of cellular life. Their functions
encompass the building and repairing of tissues in human bodies and other organisms …
encompass the building and repairing of tissues in human bodies and other organisms …
AFP-Pred: A random forest approach for predicting antifreeze proteins from sequence-derived properties
KK Kandaswamy, KC Chou, T Martinetz… - Journal of theoretical …, 2011 - Elsevier
Some creatures living in extremely low temperatures can produce some special materials
called “antifreeze proteins”(AFPs), which can prevent the cell and body fluids from freezing …
called “antifreeze proteins”(AFPs), which can prevent the cell and body fluids from freezing …
[HTML][HTML] Afp-lse: Antifreeze proteins prediction using latent space encoding of composition of k-spaced amino acid pairs
Species living in extremely cold environments resist the freezing conditions through
antifreeze proteins (AFPs). Apart from being essential proteins for various organisms living …
antifreeze proteins (AFPs). Apart from being essential proteins for various organisms living …