Invention Grant
- Patent Title: Communication load forecasting accuracy with adaptive feature boosting
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Application No.: US17570767Application Date: 2022-01-07
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Publication No.: US11991531B2Publication Date: 2024-05-21
- Inventor: Chengming Hu , Xi Chen , Ju Wang , Hang Li , Jikun Kang , Yi Tian Xu , Xue Liu , Di Wu , Seowoo Jang , Intaik Park , Gregory Lewis Dudek
- Applicant: SAMSUNG ELECTRONICS CO., LTD.
- Applicant Address: KR Suwon-si
- Assignee: SAMSUNG ELECTRONICS CO., LTD.
- Current Assignee: SAMSUNG ELECTRONICS CO., LTD.
- Current Assignee Address: KR Suwon-si
- Agency: Sughrue Mion, PLLC
- Main IPC: H04W16/22
- IPC: H04W16/22 ; G06N3/047 ; H04L41/14 ; H04L41/147 ; H04L41/16 ; H04W24/02 ; H04W24/08
Abstract:
A method is provided. The method includes receiving a first dimension set, extracting a first latent feature set from the first dimension set, training a first base predictor based on the first feature set, generating a second dimension set based on the first dimension set, the second dimension set having fewer dimensions than the first dimension set, extracting a second latent feature set from the second dimension set, training a second base predictor based on the second feature set, and generating a traffic prediction based on the first base predictor and the second base predictor.
Public/Granted literature
- US20220338019A1 COMMUNICATION LOAD FORECASTING ACCURACY WITH ADAPTIVE FEATURE BOOSTING Public/Granted day:2022-10-20
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