[PDF][PDF] Predicting protein function using decision tree

M Singh, PK Wadhwa, S Kaur - World Academy of Science, Engineering …, 2008 - Citeseer
The drug discovery process starts with protein identification because proteins are
responsible for many functions required for maintenance of life. Protein identification further …

[PDF][PDF] Machine learning classifiers for human protein function prediction

M Singh, G Singh, KS Kahlon - Int. J. Comput. Sci. Telecommun, 2012 - Citeseer
Protein Function Prediction is important for its numerous applications in the field of drug
discovery, gene ontology and its role in the complex structure formation. HPRD (Human …

[HTML][HTML] Deep learning program to predict protein functions based on sequence information

CW Ko, J Huh, JW Park - MethodsX, 2022 - Elsevier
Deep learning technologies have been adopted to predict the functions of newly identified
proteins in silico. However, most current models are not suitable for poorly characterized …

[PDF][PDF] Protein Enzyme Sequence Class Prediction using Computational Model

SK Bhardwaj, S Vishwakarma, A Bihari… - GMSARN …, 2024 - researchgate.net
Proteins are the most necessary and multipurpose macromolecules of human life and the
functions of proteins having a major impact in the development of new drugs and helps in …

[PDF][PDF] Human Protein Sequence Classification using Machine Learning and Statistical Classification Techniques

CLP Gupta, A Bihari, S Tripathi - International Journal of Recent …, 2019 - researchgate.net
In the field of computational biology, to gauge the meaningful and accurate feature for
protein function predications, either the profile-based protein data or sequence-based data …

DeepGOPlus: improved protein function prediction from sequence

M Kulmanov, R Hoehndorf - Bioinformatics, 2021 - academic.oup.com
In the above article, the image currently appearing in the" Figure 2" position belongs instead
in the" Figure 1" position; the image currently appearing in the" Figure 3" position belongs …

[PDF][PDF] Identifying the Novel Domain Involved in Human Pathogenesis

RG Swetha - J. Theor Appl Information Technology, 2000 - jatit.org
Functional prediction of human hypothetical proteins remains a major project for biologist to
carry out their further research in various life science and healthcare segments. Human …

Prediction of protein subcellular localization of human protein using j48, random forest and best first tree techniques

U Chouhan, A Dwivedi - JOURNAL OF ADVANCED APPLIED …, 2017 - joaasr.com
Functional explication of unascertained proteins is a remarkable achievement in proteomics.
Proteins subcellular localization serves as the key annotation. Many prediction techniques …

[PDF][PDF] Human protein function prediction using decision tree induction

M Singh, PK Wadhwa, PW Sandhu - International Journal of Computer …, 2007 - Citeseer
To overcome the problem of exponentially increasing protein data, drug discoverers need
efficient machine learning techniques to predict the functions of proteins which are …

[PDF][PDF] Prediction of protein function based on machine learning methods: an overview

K Kadam, S Sawant, U Kulkarni-Kale… - genomics III: methods …, 2014 - researchgate.net
Proteins represent the most important class of biomolecules in living organisms. They carry
out majority of the cellular processes and act as structural constituents, catalysis agents …