Recent advances in the prediction of protein structural classes: Feature descriptors and machine learning algorithms
In the postgenomic age, rapid growth in the number of sequence-known proteins has been
accompanied by much slower growth in the number of structure-known proteins (as a result …
accompanied by much slower growth in the number of structure-known proteins (as a result …
SCPRED: accurate prediction of protein structural class for sequences of twilight-zone similarity with predicting sequences
Background Protein structure prediction methods provide accurate results when a
homologous protein is predicted, while poorer predictions are obtained in the absence of …
homologous protein is predicted, while poorer predictions are obtained in the absence of …
Prediction of protein structural classes by Chou's pseudo amino acid composition: approached using continuous wavelet transform and principal component analysis
ZC Li, XB Zhou, Z Dai, XY Zou - Amino acids, 2009 - Springer
A prior knowledge of protein structural classes can provide useful information about its
overall structure, so it is very important for quick and accurate determination of protein …
overall structure, so it is very important for quick and accurate determination of protein …
The use of artificial neural networks and multiple linear regression to predict rate of medical waste generation
S Jahandideh, S Jahandideh, EB Asadabadi… - Waste management, 2009 - Elsevier
Prediction of the amount of hospital waste production will be helpful in the storage,
transportation and disposal of hospital waste management. Based on this fact, two predictor …
transportation and disposal of hospital waste management. Based on this fact, two predictor …
Modular prediction of protein structural classes from sequences of twilight-zone identity with predicting sequences
MJ Mizianty, L Kurgan - BMC bioinformatics, 2009 - Springer
Background Knowledge of structural class is used by numerous methods for identification of
structural/functional characteristics of proteins and could be used for the detection of remote …
structural/functional characteristics of proteins and could be used for the detection of remote …
A combination of feature extraction methods with an ensemble of different classifiers for protein structural class prediction problem
Better understanding of structural class of a given protein reveals important information
about its overall folding type and its domain. It can also be directly used to provide critical …
about its overall folding type and its domain. It can also be directly used to provide critical …
The prediction of protein structural class using averaged chemical shifts
Knowledge of protein structural class can provide important information about its folding
patterns. Many approaches have been developed for the prediction of protein structural …
patterns. Many approaches have been developed for the prediction of protein structural …
Prediction of protein structural class for the twilight zone sequences
L Kurgan, K Chen - Biochemical and Biophysical Research …, 2007 - Elsevier
Structural class characterizes the overall folding type of a protein or its domain. This paper
develops an accurate method for in silico prediction of structural classes from low homology …
develops an accurate method for in silico prediction of structural classes from low homology …
A segmentation-based method to extract structural and evolutionary features for protein fold recognition
Protein fold recognition (PFR) is considered as an important step towards the protein
structure prediction problem. Despite all the efforts that have been made so far, finding an …
structure prediction problem. Despite all the efforts that have been made so far, finding an …
Secondary structure-based assignment of the protein structural classes
Structural class categorizes proteins based on the amount and arrangement of the
constituent secondary structures. The knowledge of structural classes is applied in …
constituent secondary structures. The knowledge of structural classes is applied in …