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http://bura.brunel.ac.uk/handle/2438/10087
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DC Field | Value | Language |
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dc.contributor.author | Werner, JC | - |
dc.contributor.author | Kalganova, T | - |
dc.contributor.editor | Berka, P | - |
dc.coverage.spatial | Croatia | - |
dc.coverage.spatial | Croatia | - |
dc.date.accessioned | 2015-02-03T14:26:45Z | - |
dc.date.available | 2003 | - |
dc.date.available | 2015-02-03T14:26:45Z | - |
dc.date.issued | 2003 | - |
dc.identifier.citation | Proc. Of The ECML/PKDD-2003 Discovery Challenge Workshop. 14th European Conference on Machine Learning and 7th European Conference on Principles and Practice of Knowledge Discovery in Databases ECML/PKDD-2003 Ed: 120-134, Petr Berka, Croatia, 2003 | en_US |
dc.identifier.uri | http://bura.brunel.ac.uk/handle/2438/10087 | - |
dc.description.abstract | This essay proposes a new approach to risk evaluation using disease mathematical modeling. The mathematical model is an algebraic equation of the available database attributes and is used to evaluate the patient condition. If its value is greater than zero it means that the patient is ill (or in risk condition), otherwise healthy. In practice risk evaluation has been a very difficult problem mainly due its sporadic behavior (suddenly, the patient has a stroke, etc as a condition aggravation) and its database representation. The database contains, under the label of risk patient data, information of the patient condition that sometimes is in risk condition and sometimes is not, introducing errors in the algorithm training. The study was applied to Atherosclerosis database from Discovery Challenge 2003 - ECML/PKDD 2003 workshop. | en_US |
dc.format.extent | 120 - 134 | - |
dc.format.extent | 120 - 134 | - |
dc.language.iso | en | en_US |
dc.source | The ECML/PKDD-2003 Discovery Challenge Workshop. 14th European Conference on Machine Learning and 7th European Conference on Principles and Practice of Knowledge Discovery in Databases ECML/PKDD-2003 | - |
dc.source | The ECML/PKDD-2003 Discovery Challenge Workshop. 14th European Conference on Machine Learning and 7th European Conference on Principles and Practice of Knowledge Discovery in Databases ECML/PKDD-2003 | - |
dc.subject | Risk evaluation | en_US |
dc.subject | Disease mathematical modeling | en_US |
dc.subject | Database | en_US |
dc.title | Risk evaluation using evolvable discriminate function | en_US |
dc.type | Conference Paper | en_US |
pubs.organisational-data | /Brunel | - |
pubs.organisational-data | /Brunel/Brunel Staff by College/Department/Division | - |
pubs.organisational-data | /Brunel/Brunel Staff by College/Department/Division/College of Engineering, Design and Physical Sciences | - |
pubs.organisational-data | /Brunel/Brunel Staff by College/Department/Division/College of Engineering, Design and Physical Sciences/Dept of Electronic and Computer Engineering | - |
pubs.organisational-data | /Brunel/Brunel Staff by College/Department/Division/College of Engineering, Design and Physical Sciences/Dept of Electronic and Computer Engineering/Electronic and Computer Engineering | - |
pubs.organisational-data | /Brunel/Brunel Staff by Institute/Theme | - |
pubs.organisational-data | /Brunel/Brunel Staff by Institute/Theme/Institute of Environmental, Health and Societies | - |
pubs.organisational-data | /Brunel/Brunel Staff by Institute/Theme/Institute of Environmental, Health and Societies/Biomedical Engineering and Healthcare Technologies | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups/Brunel Business School - URCs and Groups | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups/Brunel Business School - URCs and Groups/Centre for Research into Entrepreneurship, International Business and Innovation in Emerging Markets | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups/School of Health Sciences and Social Care - URCs and Groups | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups/School of Health Sciences and Social Care - URCs and Groups/Brunel Institute for Ageing Studies | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups/School of Health Sciences and Social Care - URCs and Groups/Brunel Institute of Cancer Genetics and Pharmacogenomics | - |
pubs.organisational-data | /Brunel/University Research Centres and Groups/School of Health Sciences and Social Care - URCs and Groups/Centre for Systems and Synthetic Biology | - |
Appears in Collections: | Dept of Electronic and Electrical Engineering Research Papers |
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