Invention Grant
- Patent Title: Support vector inductive logic programming
- Patent Title (中): 支持向量归纳逻辑编程
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Application No.: US12066689Application Date: 2006-09-08
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Publication No.: US08126823B2Publication Date: 2012-02-28
- Inventor: Stephen Howard Muggleton , Huma Mahmood Lodhi , Michael Joseph Ezra Sternberg , Ataollah Amini
- Applicant: Stephen Howard Muggleton , Huma Mahmood Lodhi , Michael Joseph Ezra Sternberg , Ataollah Amini
- Applicant Address: GB
- Assignee: Imperial Innovations Limited
- Current Assignee: Imperial Innovations Limited
- Current Assignee Address: GB
- Agency: Brooks Kushman P.C.
- Priority: GB0518665.5 20050913
- International Application: PCT/GB2006/003320 WO 20060908
- International Announcement: WO2007/031716 WO 20070322
- Main IPC: G06F15/18
- IPC: G06F15/18

Abstract:
A computer implemented method of particular, although not exclusive application to analysing a plurality of molecules which comprises computing a kernel function for each pair of the plurality of molecules, the kernel function being representative of the number of features present in both molecules of the pairs and using the kernel function in a kernel based learning algorithm to model the relationship between the features and a property of the molecules. The method is also applicable to predicting a numerical value representing a characteristic of a molecule and, more generally, modelling instances of data in a database. A particular, although again not exclusive application, is the prediction of toxicity of a molecule.
Public/Granted literature
- US20080301071A1 Support Vector Inductive Logic Programming Public/Granted day:2008-12-04
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