153 citations · 153 across the 2 of their papers we have counts for
2 papers
cs.LG2026
Univariate Channel Fusion for Multivariate Time Series Classification
Fernando Moro, Vinicius M. A. Souza
Multivariate time series classification (MTSC) plays a crucial role in various domains, including biomedical signal analysis and motion monitoring. However, existing approaches, pa…
cs.LG2020★ 153 cited
Challenges in Benchmarking Stream Learning Algorithms with Real-world Data
Vinicius M. A. Souza, Denis M. dos Reis, Andre G. Maletzke +1
Streaming data are increasingly present in real-world applications such as sensor measurements, satellite data feed, stock market, and financial data. The main characteristics of t…