413 citations · 2k across the 87 of their papers we have counts for
3 papers · 1 filter
Kernel method for clustering based on optimal target vector
Leonardo Angelini, Daniele Marinazzo, Mario Pellicoro +1
We introduce the notion of optimal target vector, and describe how it creates a link between supervised and unsupervised learning. We exploit this notion to construct Ising models,…
Multiscale analysis of heart rate, blood pressure and respiration time series
L. Angelini, R. Maestri, D. Marinazzo +5
We present the multiscale entropy analysis of short term physiological time series of simultaneously acquired samples of heart rate, blood pressure and lung volume, from healthy su…
An invariance property of kernel based predictors
Nicola Ancona, Sebastiano Stramaglia
We consider kernel based learning methods for regression and analyze what happens to the risk minimizer when new variables, statistically independent of input and target variables,…