Federated ensemble-learning for transport mode detection in vehicular edge network

Federated ensemble-learning for transport mode detection in vehicular edge network

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2023.

Bibliographische Detailangaben
Hauptverfasser: Alam, MD. Mustakin, Ahmed, Tanjim, Hossain, Meraz, Emo, Mehedi Hasan, Islam Bidhan, Md. Kausar
Weitere Verfasser: Rabiul Alam, Dr. Md. Golam
Format: Abschlussarbeit
Sprache:English
Veröffentlicht: Brac University 2023
Schlagworte:
Transport mode detection
Artificial intelligence
Internet of things
Intelligent transportation system
Vehicular edge network
Deep learning
Federated learning
Federated ensemble-learning
Decentralized
Majority voting
XG Boost
Random forest
Multi-layer perceptron
Wireless communication systems.
Online Zugang:http://hdl.handle.net/10361/20229
Beschreibung
Zusammenfassung:This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2023.

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