17 citations · 32 across the 12 of their papers we have counts for
4 papers · 1 filter
Hidden Markov Model Applications in Change-Point Analysis
The Minh Luong, Vittorio Perduca, Gregory Nuel
The detection of change-points in heterogeneous sequences is a statistical challenge with many applications in fields such as finance, signal analysis and biology. A wide variety o…
Measuring the Influence of Observations in HMMs through the Kullback-Leibler Distance
Vittorio Perduca, Gregory Nuel
We measure the influence of individual observations on the sequence of the hidden states of the Hidden Markov Model (HMM) by means of the Kullback-Leibler distance (KLD). Namely, w…
Alternative Methods for H1 Simulations in Genome Wide Association Studies
Vittorio Perduca, Christine Sinoquet, Raphael Mourad +1
Assessing the statistical power to detect susceptibility variants plays a critical role in GWA studies both from the prospective and retrospective points of view. Power is empirica…
Weierstrass models of elliptic toric K3 hypersurfaces and symplectic cuts
Antonella Grassi, Vittorio Perduca
We study elliptically fibered K3 surfaces, with sections, in toric Fano threefolds which satisfy certain combinatorial properties relevant to F-theory/Heterotic duality. We show th…