Search Results for author:
Found 6 papers, 1 papers with code
Natural Learning
Similarly, in the UCI's WDBC dataset, NL achieves 98. 3% accuracy using only 7 features and 2 prototypes.
SimTensor: A synthetic tensor data generator
SimTensor is a multi-platform, open-source software for generating artificial tensor data (either with CP/PARAFAC or Tucker structure) for reproducible research on tensor factorization algorithms.
EigenEvent: An Algorithm for Event Detection from Complex Data Streams in Syndromic Surveillance
Experimental results on hundred sets of benchmark data reveals that EigenEvent presents a better overall performance comparing state-of-the-art, in particular in terms of the false alarm rate.
Eigenspace Method for Spatiotemporal Hotspot Detection
STScan makes some restrictive assumptions about the distribution of data, the shape of the hotspots and the quality of data, which can be unrealistic for some nontraditional data sources.
An eigenvector-based hotspot detection
Space and time are two critical components of many real world systems.
Event and Anomaly Detection Using Tucker3 Decomposition
Among unsupervised approaches, Principal Component Analysis (PCA) is a well-known solution which has been widely used in the anomaly detection literature and can be applied to matrix data (e. g. Users-Features).
