Objective
A new methodology for the analysis of data obtained from n-dimensional systems will be developed from different perspectives:
(i) optimisation,
(ii) data analysis and
(iii) automation. Approaches (i) and (ii) are strongly related: the former will be focuse d on finding the best experimental conditions for the latter.
Part (i). We will develop new resolution functions for optimisation purposes in n-dimensional separations. The basis of this new resolution function will be concept of Net Analyte Signal (NAS).
Part (ii). A new philosophy for data analysis is proposed. Instead of decomposing the matrix of data into sources of mathematical variance, a new concept, called "chemical variance " will be used.
This new approach will focus on the computation of the dev iations of the data from chemical retention models. This will avoid the constraint of bilinearity, which is an essential requirement when common multivariate techniques (e.g. PLS, PARAFAC) are applied. This approach will be applied to the analysis of very complex mixtures, for which the property of bilinearity does not always hold (e.g. distributions of polymers, biosystems).
Part (iii). The last part of the project will be devoted to the automation of the process. The aim is to build a software package ori ented to be used by non-experienced users, broadening the applicability of the ideas developed in the proposal.
Fields of science (EuroSciVoc)
CORDIS classifies projects with EuroSciVoc, a multilingual taxonomy of fields of science, through a semi-automatic process based on NLP techniques. See: The European Science Vocabulary.
CORDIS classifies projects with EuroSciVoc, a multilingual taxonomy of fields of science, through a semi-automatic process based on NLP techniques. See: The European Science Vocabulary.
- natural sciences computer and information sciences data science
- natural sciences computer and information sciences software
- natural sciences biological sciences biochemistry biomolecules proteins proteomics
- natural sciences chemical sciences polymer sciences
- natural sciences mathematics
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Keywords
Project’s keywords as indicated by the project coordinator. Not to be confused with the EuroSciVoc taxonomy (Fields of science)
Project’s keywords as indicated by the project coordinator. Not to be confused with the EuroSciVoc taxonomy (Fields of science)
Programme(s)
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
Multi-annual funding programmes that define the EU’s priorities for research and innovation.
Topic(s)
Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.
Calls for proposals are divided into topics. A topic defines a specific subject or area for which applicants can submit proposals. The description of a topic comprises its specific scope and the expected impact of the funded project.
Call for proposal
Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.
Procedure for inviting applicants to submit project proposals, with the aim of receiving EU funding.
FP6-2004-MOBILITY-5
See other projects for this call
Funding Scheme
Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.
Funding scheme (or “Type of Action”) inside a programme with common features. It specifies: the scope of what is funded; the reimbursement rate; specific evaluation criteria to qualify for funding; and the use of simplified forms of costs like lump sums.
Coordinator
AMSTERDAM
Netherlands
The total costs incurred by this organisation to participate in the project, including direct and indirect costs. This amount is a subset of the overall project budget.