Extreme Gradient Boost Regression to Model a SI-POF Link Using OFDM Transmission-Reference-Cited by-同舟云学术

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Extreme Gradient Boost Regression to Model a SI-POF Link Using OFDM Transmission

Published:2023-07-30 Issue: Volume: Page:
ISSN:
Container-title:2023 International Conference on Optical MEMS and Nanophotonics (OMN) and SBFoton International Optics and Photonics Conference (SBFoton IOPC)
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Author:

Gois Jonathan N.¹,Sampaio Flavio A. N.²,Ferreira Tadeu N.³,Silva Vinicius N. H.³,Barbero Andres Pablo L.³,Neto Luiz Anet⁴

Affiliation:

1. CEFET Campus Nova Friburgo,Electrical Engineering Department,Nova Friburgo,RJ,Brazil

2. Paris Research Center Huawei Technologies Boulogne,Optical Communication Techn. Lab,Billancourt,France

3. Engineering School Fluminense Federal University (UFF),Niterói,RJ,Brazil

4. IMT Atlantique - Campus Brest,Département Optique,Brest,France

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10230902/10230913/10230919.pdf?arnumber=10230919

Reference13 articles.

1. Reliable Accuracy Estimates from k-Fold Cross Validation

2. Applied Regression Analysis

3. Greedy function approximation: A gradient boosting machine.

4. Xgboost: extreme gradient boosting;chen;R package version 1 0 2–2,2015

5. Radio over plas-tic optical fiber transmission for short-range future networks;waseem;2022 Global Conference on Wireless and Optical Technologies (GCWOT),0

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