The art of time-bending: Data augmentation and early prediction for efficient traffic classification

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Chen Hajaj, Porat Aharon, Ran Dubin, Amit Dvir

Published: 01 Jan 2024, Last Modified: 15 May 2025Expert Syst. Appl. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Enhanced Traffic Analysis via LSTM Augmentation.•Efficiency Boost: Earlier Traffic Classification.•Improved Classifier Performance with Generated Data.•Diverse Data Synthesis for Improved Classification.