Predicate |
Object |
assignee |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_c8673aba78be72de616e368e7b70d7ed |
classificationCPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06F18-41 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06F18-2135 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06F18-23 |
classificationIPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06F17-18 |
filingDate |
2010-02-04-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
inventor |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_3e9242bd5caa485b0296f401ba0f41f6 |
publicationDate |
2010-08-05-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
publicationNumber |
US-2010198900-A1 |
titleOfInvention |
Methods of multivariate data cluster separation and visualization |
abstract |
A method separates multivariate data points in lower dimensional space, where each data point has been classified into one of a plurality of data clusters including at least a first data cluster and a second data cluster. The method includes the step of acquiring an ND-to-3D transformation matrix for transforming the plurality of multivariate data points to a plurality of three-dimensional data points. The method preferably includes the sub-step of performing a center of mass (COM) separation of the clusters to acquire a COM transformation matrix, where the COM transformation matrix is the ND-to-3D transformation matrix. The method also includes the step of performing a receiver-operator characteristic curve (ROC) separation to acquire an ROC transformation matrix for transforming the plurality of three-dimensional data points to a plurality of data points in a dimension lower than 3D and preferably a re-optimized COM transformation matrix. |
isCitedBy |
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/WO-2015167526-A1 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2012263361-A1 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-D760761-S http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-9141622-B1 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/WO-2018023120-A1 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/WO-2023009677-A1 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-10223818-B2 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-10806365-B2 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-9946959-B2 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/CN-109146004-A http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-9466116-B2 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/WO-2011075818-A1 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-9311900-B2 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-9311899-B2 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11740274-B2 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-8666677-B2 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/RU-2503994-C1 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2019115093-A1 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-8744981-B1 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2019192042-A1 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2014104310-A1 |
priorityDate |
2009-02-05-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
type |
http://data.epo.org/linked-data/def/patent/Publication |