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Luciano Melodia
ORCID
Publication Activity (10 Years)
Years Active: 2018-2021
Publications (10 Years): 7
Top Topics
Betti Numbers
Persistent Homology
Soft Sensor
Lie Group
Top Venues
CoRR
ICPR Workshops (5)
IWCIA
PKDD/ECML Workshops (1)
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Publications
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Luciano Melodia
,
Richard Lenz
Homological Time Series Analysis of Sensor Signals from Power Plants.
PKDD/ECML Workshops (1)
(2021)
Luciano Melodia
,
Richard Lenz
Homological Time Series Analysis of Sensor Signals from Power Plants.
CoRR
(2021)
Luciano Melodia
,
Richard Lenz
Parametrization of Neural Networks with Connected Abelian Lie Groups as Data Manifold.
CoRR
(2020)
Luciano Melodia
,
Richard Lenz
Persistent Homology as Stopping-Criterion for Voronoi Interpolation.
IWCIA
(2020)
Luciano Melodia
,
Richard Lenz
Estimate of the Neural Network Dimension Using Algebraic Topology and Lie Theory.
ICPR Workshops (5)
(2020)
Luciano Melodia
,
Richard Lenz
Persistent Homology as Stopping-Criterion for Natural Neighbor Interpolation.
CoRR
(2019)
Luciano Melodia
Deep Learning Estimation of Absorbed Dose for Nuclear Medicine Diagnostics.
CoRR
(2018)