{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-9704065","patent":{"patent_number":"US-9704065","title":"Dimension reduction apparatus, dimension reduction method, and computer program product","assignee":null,"inventors":[],"filing_date":"2015-03-11T00:00:00.000Z","publication_date":"2017-07-11T00:00:00.000Z","cpc_codes":["G06F"],"num_claims":10,"abstract":"According to an embodiment, a dimension reduction apparatus includes an obtaining device to obtain a first vector made up of elements; a generator to generate first partial vectors each made up of one or more elements of the elements; a first mapping controller to transform each first partial vector into a second partial vector by reducing number of elements constituting the first partial vector using first mapping corresponding to the first partial vector, concatenate the second partial vectors, and generate a second vector by reducing number of dimensions of the first vector; and a second mapping controller to apply, to the second vector, second mapping which maps the second vector into a space having number of dimensions not larger than that of the second vector, and generate a third vector by reducing the number of dimensions of the second vector to not larger than that of the second vector."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Dimension reduction apparatus, dimension reduction method, and computer program product","description":"According to an embodiment, a dimension reduction apparatus includes an obtaining device to obtain a first vector made up of elements; a generator to generate first partial vectors each made up of one","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-9704065","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-9704065","citation_suggestion":"Patentable. \"Dimension reduction apparatus, dimension reduction method, and computer program product\" (US-9704065). https://patentable.app/patents/US-9704065","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-9704065","json":"https://patentable.app/api/llm-context/US-9704065","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-06-06T05:33:45.348Z"}