发明名称 |
CROSS-DOMAIN CLUSTERABILITY EVALUATION FOR CROSS-GUIDED DATA CLUSTERING BASED ON ALIGNMENT BETWEEN DATA DOMAINS |
摘要 |
A computer system for evaluating cross-domain clusterability upon a target domain and a source domain. The cross-domain clusterability is calculated as a linear combination of a target clusterability and a source-target pair matchability, by use of a trade-off parameter that determines relative contribution of the target clusterability and the source-target pair matchability. The target clusterability quantifies how clusterable the target domain is. The source-target pair matchability is calculated as an average of a target-side matchability and a source-side matchability, which quantifies how well target centroids of the target domain are aligned with the source centroids and how well source centroids of the source domain are aligned with the target centroids, respectively. |
申请公布号 |
US2012197892(A1) |
申请公布日期 |
2012.08.02 |
申请号 |
US201213434105 |
申请日期 |
2012.03.29 |
申请人 |
ACHTERMANN JEFFREY M.;BHATTACHARYA INDRAJIT;ENGLISH, JR. KEVIN W.;GODBOLE SHANTANU R.;JOSHI SACHINDRA;SRINIVASAN ASHWIN;VERMA ASHISH;INTERNATIONAL BUSINESS MACHINES CORPORATION |
发明人 |
ACHTERMANN JEFFREY M.;BHATTACHARYA INDRAJIT;ENGLISH, JR. KEVIN W.;GODBOLE SHANTANU R.;JOSHI SACHINDRA;SRINIVASAN ASHWIN;VERMA ASHISH |
分类号 |
G06F17/30 |
主分类号 |
G06F17/30 |
代理机构 |
|
代理人 |
|
主权项 |
|
地址 |
|