Model-Based Clustering of Spatio-Temporal Data
Mixture model is used to achieve the clustering goal. Each component is itself a mixture model of polynomial autoregressive regressions whose the logistic weights consider the spatial and temporal information.

Blind Source Separation for Multivariate Spatio-Temporal Data
c(person(given = "Christoph",
family = "Muehlmann",
role = c("aut", "cre"),
email = "christoph.muehlmann@tuwien.ac.at",
comment = c(ORCID = "0000-0001-7330-8434")),
person(given = "Nikolaus",
family = "Piccolotto",
role = "aut",
email = "nikolaus.piccolotto@tuwien.ac.at",
comment = c(ORCID = "0000-0001-6876-6502")),
person(given = "Sandra",
family = "De Iaco",
role = "aut",
comment = c(ORCID = "0000-0003-1820-2068")),
person(given = "Klaus",
family = "Nordhausen",
role = "aut",
comment = c(ORCID = "0000-0002-3758-8501")))
Simultaneous/joint diagonalization of local autocovariance matrices to estimate spatio-temporally uncorrelated random fields.
Christoph Muehlmann [aut, cre]
(<https://orcid.org/0000-0001-7330-8434>),
Nikolaus Piccolotto [aut] (<https://orcid.org/0000-0001-6876-6502>),
Sandra De Iaco [aut] (<https://orcid.org/0000-0003-1820-2068>),
Klaus Nordhausen [aut] (<https://orcid.org/0000-0002-3758-8501>)

c(person(given = "Christoph",
family = "Muehlmann",
role = c("aut", "cre"),
email = "christoph.muehlmann@tuwien.ac.at",
comment = c(ORCID = "0000-0001-7330-8434")),
person(given = "Nikolaus",
family = "Piccolotto",
role = "aut",
email = "nikolaus.piccolotto@tuwien.ac.at",
comment = c(ORCID = "0000-0001-6876-6502")),
person(given = "Claudia",
family = "Cappello",
role = "aut",
comment = c(ORCID = "0000-0002-7905-5068")),
person(given = "Sandra",
family = "De Iaco",
role = "aut",
comment = c(ORCID = "0000-0003-1820-2068")),
person(given = "Klaus",
family = "Nordhausen",
role = "aut",
comment = c(ORCID = "0000-0002-3758-8501")))
Christoph Muehlmann [aut, cre]
(<https://orcid.org/0000-0001-7330-8434>),
Nikolaus Piccolotto [aut] (<https://orcid.org/0000-0001-6876-6502>),
Claudia Cappello [aut] (<https://orcid.org/0000-0002-7905-5068>),
Sandra De Iaco [aut] (<https://orcid.org/0000-0003-1820-2068>),
Klaus Nordhausen [aut] (<https://orcid.org/0000-0002-3758-8501>)