11 citations · 12 across the 2 of their papers we have counts for
2 papers
cs.LG2025★ 1 cited
Dictionary-Learning-Based Data Pruning for System Identification
Tingna Wang, Sikai Zhang, Mingming Song +1
System identification is normally involved in augmenting time series data by time shifting and nonlinearisation (e.g., polynomial basis), both of which introduce redundancy in feat…
stat.ML2021★ 11 cited
Canonical-Correlation-Based Fast Feature Selection for Structural Health Monitoring
Sikai Zhang, Tingna Wang, Keith Worden +2
Feature selection refers to the process of selecting useful features for machine learning tasks, and it is also a key step for structural health monitoring (SHM). This paper propos…