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New Approaches of Protein Function Prediction from Protein Interaction Networks by Jingyu Hou (School of Information Technology, Deakin University, Australia) at Abbey's Bookshop,
New Approaches of Protein Function Prediction from Protein Interaction Networks
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Jingyu Hou (School of Information Technology, Deakin University, Australia)

New Approaches of Protein Function Prediction from Protein Interaction Networks

Jingyu Hou (School of Information Technology, Deakin University, Australia)

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English
Academic Press Inc
11 January 2017
Proteins
New Approaches of Protein Function Prediction from Protein Interaction Networks contains the critical aspects of PPI network based protein function prediction, including semantically assessing the reliability of PPI data, measuring the functional similarity between proteins, dynamically selecting prediction domains, predicting functions, and establishing corresponding prediction frameworks.

Functional annotation of proteins is vital to biological and clinical research and other applications due to the important roles proteins play in various biological processes. Although the functions of some proteins have been annotated via biological experiments, there are still many proteins whose functions are yet to be annotated due to the limitations of existing methods and the high cost of experiments. To overcome experimental limitations, this book helps users understand the computational approaches that have been rapidly developed for protein function prediction.
By:  
Imprint:   Academic Press Inc
Country of Publication:   United States
Edition:   Annotated edition
Dimensions:   Height: 229mm,  Width: 151mm, 
Weight:   220g
ISBN:   9780128098141
ISBN 10:   0128098147
Pages:   124
Publication Date:  
Audience:   Professional and scholarly ,  Undergraduate
Format:   Paperback
Publisher's Status:   Active
1. Introduction 2. Reliability of Protein Interactions 3. Clustering-Based Protein Function Prediction 4. Iterative Approaches of Protein Function Prediction 5. Functional Aggregation for Protein Function Prediction 6. Searching for Domains for Protein Function Prediction 7. Protein Function Prediction from Functional Connectivity 8. Conclusions

Dr. Jingyu Hou has been undertaking research in bioinformatics, especially in protein function prediction from protein-protein interaction (PPI) networks for many years. Dr Hou is part of a strong bioinformatics research team from Deakin University in Australia and has published many high quality journal and international conference papers. Particularly for protein function prediction, Jingyu’s research team has proposed and published various innovative algorithms to dynamically predict protein functions from PPI networks. These algorithms refer to many critical aspects of protein function prediction, including semantic similarities of proteins, dynamic selection of prediction domains, iterative function predictions and so on which are advanced and interesting in this area.

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