AI RESEARCH
Local Intrinsic Dimensionality of Ground Motion Data for Early Detection of Catastrophic Slope Failure
arXiv CS.LG
•
ArXi:2601.03569v3 Announce Type: replace Local Intrinsic Dimensionality (LID) has shown strong potential for anomaly detection in high-dimensional data, including landslide failure detection in granular media, where early and accurate identification of failure zones is crucial for effective geohazard mitigation. However, this task is still challenging due to the spatial correlations and temporal dynamics that are inherently present in surface displacement data.