Statistical methods for Lead Optimization in drug discovery problems.

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dc.contributor.advisor Poli, Irene it_IT
dc.contributor.author Cattapan, Marco <1986> it_IT
dc.date.accessioned 2014-02-04 it_IT
dc.date.accessioned 2014-03-29T10:44:36Z
dc.date.available 2015-04-07T13:58:29Z
dc.date.issued 2014-03-11 it_IT
dc.identifier.uri http://hdl.handle.net/10579/4365
dc.description.abstract In this thesis we developed a statistical analysis of a set of data concerning the process of Lead Optimization in discovering new pharmaceutical drugs. In particular, we considered the following themes: 1) analysis of data on the  configuration of the molecules; 2) classification of molecule populations for  the identification specific  behaviors; 3) clustering  algorithms to find homogeneous groups of molecules using measures of  similarity.  it_IT
dc.language.iso en it_IT
dc.publisher Università Ca' Foscari Venezia it_IT
dc.rights © Marco Cattapan, 2014 it_IT
dc.title Statistical methods for Lead Optimization in drug discovery problems. it_IT
dc.title.alternative it_IT
dc.type Master's Degree Thesis it_IT
dc.degree.name Informatica - computer science it_IT
dc.degree.level Laurea magistrale it_IT
dc.degree.grantor Dipartimento di Scienze Ambientali, Informatica e Statistica it_IT
dc.description.academicyear 2012/2013, sessione straordinaria it_IT
dc.rights.accessrights openAccess it_IT
dc.thesis.matricno 987154 it_IT
dc.subject.miur SECS-S/01 STATISTICA it_IT
dc.description.note In this thesis we developed a statistical analysis of a set of data concerning the process of Lead Optimization in discovering new pharmaceutical drugs. In particular, we considered the following themes: 1) analysis of data on the configuration of the molecules; 2) classification of molecule populations for the identification of groups with specific behaviors; 3) clustering algorithms to find homogeneous groups of molecules using measures of similarity. it_IT
dc.degree.discipline it_IT
dc.contributor.co-advisor it_IT
dc.provenance.upload Marco Cattapan (987154@stud.unive.it), 2014-02-04 it_IT
dc.provenance.plagiarycheck Irene Poli (irenpoli@unive.it), 2014-02-17 it_IT


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