Archetypoid Algorithms and Anomaly Detection
Multivariate parallel archetypoid algorithm for large applications (AD...
Multivariate non-parallel archetypoid algorithm for large applications...
Archetypoid algorithm with the functional Frobenius norm
Archetypoid algorithm with the functional multivariate Frobenius norm
Archetypoid algorithm with the functional multivariate robust Frobeniu...
Archetypoid algorithm with the functional robust Frobenius norm
Archetypoid algorithm with the Frobenius norm
Archetypoid algorithm with the robust Frobenius norm
Bisquare function
Run the whole classical archetypoid analysis with the Frobenius norm
Run the whole robust archetypoid analysis with the robust Frobenius no...
Alphas and RSS of every set of archetypoids
Alphas and RSS of every set of multivariate archetypoids
Cleaning outliers
Cleaning multivariate functional outliers
Run the whole functional archetypoid analysis with the Frobenius norm
Run the whole archetypoid analysis with the functional multivariate Fr...
Run the whole archetypoid analysis with the functional multivariate ro...
Run the whole archetypoid analysis with the functional robust Frobeniu...
kNN for outlier detection
Degree of outlierness
Functional parallel archetypoid algorithm for large applications (FADA...
Functional non-parallel archetypoid algorithm for large applications (...
Compute archetypes frame
Frobenius norm
Functional Frobenius norm
Functional multivariate Frobenius norm
Functional multivariate robust Frobenius norm
Functional robust Frobenius norm
Robust Frobenius norm
Interior product between matrices
Interior product between matrices for FDA
Squared interior product between matrices
Squared interior product between matrices for FDA
Tolerance outliers
Archetype algorithm to raw data with the functional Frobenius norm
Archetype algorithm to raw data with the functional multivariate Frobe...
Archetype algorithm to raw data with the functional multivariate robus...
Archetype algorithm to raw data with the functional robust Frobenius n...
Archetype algorithm to raw data with the Frobenius norm
Archetype algorithm to raw data with the robust Frobenius norm
Collection of several algorithms to obtain archetypoids with small and large databases, and with both classical multivariate data and functional data (univariate and multivariate). Some of these algorithms also allow to detect anomalies (outliers). Please see Vinue and Epifanio (2020) <doi:10.1007/s11634-020-00412-9>.