{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11961339","patent":{"patent_number":"US-11961339","title":"Collision analysis platform using machine learning to reduce generation of false collision outputs","assignee":null,"inventors":[],"filing_date":"2023-01-10T00:00:00.000Z","publication_date":"2024-04-16T00:00:00.000Z","cpc_codes":["G07C","G06N","G07C","G08G","G08G"],"num_claims":20,"abstract":"Aspects of the disclosure relate to computing platforms that utilize machine learning to reduce false positive/negative collision output generation. A computing platform may apply machine learning algorithms on received data to generate a collision output. In response to generating the collision output indicating a collision, the computing platform may identify a data collection location. If the data collection location is within a predetermined radius of a false positive collection location, the computing platform may modify the collision output to indicate a non-collision. If the data collection location is not within the predetermined radius, the computing platform may compute a score using telematics data and compare the score to a predetermined threshold. If the score does not exceed the predetermined threshold, the computing platform may modify the collision output to indicate a non-collision. If the score exceeds the predetermined threshold, the computing platform may affirm the collision output indicating a collision."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Collision analysis platform using machine learning to reduce generation of false collision outputs","description":"Aspects of the disclosure relate to computing platforms that utilize machine learning to reduce false positive/negative collision output generation. A computing platform may apply machine learning alg","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11961339","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-11961339","citation_suggestion":"Patentable. \"Collision analysis platform using machine learning to reduce generation of false collision outputs\" (US-11961339). https://patentable.app/patents/US-11961339","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11961339","json":"https://patentable.app/api/llm-context/US-11961339","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T13:17:33.261Z"}