IEEE

Multivariate Time Series Clustering Algorithm Based on Improved K-Nearest Neighbor Network

Abstract: To address the limitations of existing clustering algorithms for multivariate time series, such as weak spontaneity and poor clustering performance, this paper proposes a multivariate time ...
IEEE

Enhancing Cryptocurrency Value Prediction: A Comparative Study of Novel Random Forest and K-Nearest Neighbor Algorithms for Improved Accuracy

Abstract: The effectiveness of the Novel Random Forest (RF) Algorithm for predicting cryptocurrency prices was evaluated and compared to the K-Nearest Neighbor (KNN) Algorithm. Machine learning ...