Clustering and classification of multimedia data
First Claim
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1. A computerized method comprising:
- representing records as a hierarchy of clusters, wherein category data is defined in a vector space comprising multiple attributes, and wherein the records comprise category data.
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Abstract
Records including category data is clustered by representing the data as a plurality of clusters, and generating a hierarchy of clusters based on the clusters. Records including category data are classified into folders according to a predetermined entropic similarity condition.
172 Citations
53 Claims
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1. A computerized method comprising:
representing records as a hierarchy of clusters, wherein category data is defined in a vector space comprising multiple attributes, and wherein the records comprise category data. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. A machine-readable medium having executable instructions to a cause a machine to perform a method comprising:
representing records as a hierarchy of clusters, wherein category data is defined in a vector space comprising multiple attributes, and wherein the records comprise category data. - View Dependent Claims (11, 12, 13, 14, 15, 16, 17, 18)
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19. A computerized system comprising:
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a processor coupled to a memory through a bus; and a process executed from the memory by the processor to cause the processor to; represent records as a hierarchy of clusters, wherein category data is defined in a vector space comprising multiple attributes, and wherein the records comprise category data. - View Dependent Claims (20, 21, 22, 23, 24, 25, 26, 27)
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28. An apparatus comprising:
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means for representing records as a plurality of clusters, wherein category data is defined in a vector space comprising multiple attributes, and wherein the records comprise category data; and means for generating a hierarchy of clusters based on the plurality of clusters. - View Dependent Claims (29, 30, 31, 32, 33)
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34. A computerized method comprising:
classifying records comprising category data into a plurality of folders according to a predetermined entropic similarity condition, wherein category data is defined in a vector space comprising multiple attributes. - View Dependent Claims (35, 36, 37, 38, 39, 40)
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41. A machine-readable medium having executable instructions to cause a processor to perform a method, the method comprising:
classifying records into a plurality of folders according to a predetermined entropic similarity condition, wherein category data is defined in a vector space comprising multiple attributes, and wherein the records comprise category data. - View Dependent Claims (42, 43, 44, 45, 46, 47)
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48. An apparatus comprising:
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means for determining a plurality of folders; and means for classifying records into the plurality of folders according to a predetermined entropic similarity condition, wherein the records comprise category data. - View Dependent Claims (49, 50)
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51. A computer system comprising:
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a processor coupled to a memory through a bus; and a process executed from the memory by the processor to cause the processor to; classify records into a plurality of folders according to a predetermined entropic similarity condition, wherein the records comprise category data. - View Dependent Claims (52, 53)
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Specification