A lightweight multi-layer perceptron for efficient multivariate time series forecasting
A lightweight multi-layer perceptron for efficient multivariate time series forecasting is a scholarly work, published in 2024 in ''Knowledge-Based Systems''. The main subjects of the publication include data mining, artificial intelligence, locality, time series, artificial neural network, dependency, series, locality of reference, machine learning, market forecast, perceptron, computer science, and multivariate statistics. The authors propose a lightweight model, i.e., Time Series MLP (TSP).