| Predicate |
Object |
| assignee |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_9bff7a3428ebb07f7104bd006d64e6e6
http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_397865ac51ed91d1a06cc58aba9e3d87
http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_9907bc703e88b24bcaa76a67cab0e28d
http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_4502d488ec3e0835ab108563756df027 |
| classificationCPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06F18-2321
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G16B40-10
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G16B40-00
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G16B25-30
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G16B25-00 |
| classificationIPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06F-
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G16B25-30
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G16B40-10
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G01N33-48 |
| filingDate |
2004-07-29-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| inventor |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_166bc90a7b57f569af9a524afbe13da9
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_d60b04c0f5fb48ba1e1cb92e806e08bd
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_6239d6fdf88368b48d63c31db5078ca8
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_f38be54738206eb49a3ce1bd9f234cb4 |
| publicationDate |
2006-11-30-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| publicationNumber |
US-2006271300-A1 |
| titleOfInvention |
Systems and methods for microarray data analysis |
| abstract |
Clustering is routinely applied in the exploratory analysis of microarray data. Missing entries arise from blemishes on the microarrays. The present invention provides a new method, and computer program and/or computer product thereof to impute missing values. The method involves the steps of clustering microarray data by partitioning the data into a select number of clusters, wherein each data point is iteratively moved from one cluster to another, until two consecutive iterations have resulted in the same partition pattern; obtaining a select number of estimates of the data in the clusters by probabilistic interference; and averaging the select number of estimates to obtain missing values in the microarray data. The method is superior to other imputation models as measured by root mean squared errors. |
| isCitedBy |
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11355219-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2017364631-A1
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-8788291-B2
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2010130871-A1
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2013226613-A1
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2007265528-A1
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-8447387-B2 |
| priorityDate |
2003-07-30-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| type |
http://data.epo.org/linked-data/def/patent/Publication |