Invention Application
- 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.: US20220338019A1Publication Date: 2022-10-20
- 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
- Main IPC: H04W16/22
- IPC: H04W16/22 ; H04W24/08 ; H04W24/02 ; H04L41/14 ; H04L41/147 ; H04L41/16 ; G06N3/04
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
- US11991531B2 Communication load forecasting accuracy with adaptive feature boosting Public/Granted day:2024-05-21
Information query
