Personalised Modelling Framework and Systems for Data Analysis

Language: English

Published by LAP LAMBERT Academic Publishing Apr 2011, 2011

384432853X / 9783844328530

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This item is printed on demand - Print on Demand Titel. Neuware -This research is focusing at the development of novel information methods and systems based on personalised modelling for genomic data analysis and biomedical applications. It has presented a novel personalised modelling framework and system for analysing the data from different sources. The main idea of personalised modelling is based on the assumption that every data sample has its unique pattern only being represented by a certain number of similar samples with a small set of important features. The proposed personalised modelling system is an integrated computational system that combines different information processing techniques, applied at different stages of the data analysis, e.g. feature selection, classification, outcome prediction, personalised profiling and visualisation, etc. This study is a feasibility analysis for personalised modelling on different sources of data, such as gene expression data, proteomic data and SNPs data. The developed algorithms and models are generic which can be potentially incorporated into a variety of applications for data analysis with certain constraints, such as financial risk analysis, time series data prediction, etc.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 300 pp. Englisch.…

Seller Inventory # 9783844328530

Title
Personalised Modelling Framework and Systems for Data Analysis
Author
Yingjie Hu
Publisher
LAP LAMBERT Academic Publishing Apr 2011
Publication year
2011
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
384432853X
ISBN 13
9783844328530
Item weight
465 grams
Dimensions
220x150x18 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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