An improved machine learning model of massive Floating Car Data (FCD) based on Fuzzy-MDL and LSTM-C for traffic speed estimation and prediction

An improved machine learning model of massive Floating Car Data (FCD) based on Fuzzy-MDL and LSTM-C for traffic speed estimation and prediction

In today’s world, traffic congestion is a major problem in almost all metropolitans. There has been much previous research developing new methods to improve accuracy of Traffic State Prediction (TSP) which are designed according to its advantage for static sensors such as video cameras, inductive lo...

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Bibliographic Details
Main Author: Ahanin, Fatemeh
Format: Thesis
Language:English
Published: 2023
Subjects:
Traffic forecasting
Machine learning
Fuzzy systems
Online Access:http://psasir.upm.edu.my/id/eprint/119704/
http://psasir.upm.edu.my/id/eprint/119704/1/119704.pdf

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