发明名称 |
A METHOD FOR EXTRACTING INFORMATION OF INTEREST FROM MULTI-DIMENSIONAL, MULTI -PARAMETRIC AND/OR MULTI -TEMPORAL DATASETS |
摘要 |
<p>Method of extraction of information of interest to multi-dimensional, multi-parametric and/or multi-temporal datasets related to a same object under observation through data fusion, in which a plurality of different data sets are provided concerning a single object, with the data related to various parameters and/or different time acquisition instants of said parameters. The data set are subjected to a first processing step by principal component analysis generated by an identical number of datasets with transformed data; and each of the datasets is combined in non-linearly with the corresponding transformed data set to obtain a certain predetermined number of combinations of parameters by weighing using parameters determined empirically using training datasets which determine the values of the non-linear weighting parameters that maximize the value of the new features associated with the data of interest, as compared to those of other data.</p> |
申请公布号 |
EP2684160(A1) |
申请公布日期 |
2014.01.15 |
申请号 |
EP20120713330 |
申请日期 |
2012.03.08 |
申请人 |
UNIVERSITA' DEGLI STUDI DI GENOVA |
发明人 |
DELLEPIANE, SILVANA;MINETTI, IRENE;VERNAZZA, GIANNI |
分类号 |
G06N99/00 |
主分类号 |
G06N99/00 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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