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Author ID: pensar.johan Recent zbMATH articles by "Pensar, Johan"
Published as: Pensar, Johan; Pensar, J.
Documents Indexed: 16 Publications since 1996
Co-Authors: 20 Co-Authors with 16 Joint Publications
395 Co-Co-Authors

Publications by Year

Citations contained in zbMATH Open

13 Publications have been cited 54 times in 36 Documents Cited by Year
Context-specific independence in graphical log-linear models. Zbl 1348.65036
Nyman, Henrik; Pensar, Johan; Koski, Timo; Corander, Jukka
9
2016
Stratified graphical models – context-specific independence in graphical models. Zbl 1327.62030
Nyman, Henrik; Pensar, Johan; Koski, Timo; Corander, Jukka
7
2014
Learning discrete decomposable graphical models via constraint optimization. Zbl 1505.62200
Janhunen, Tomi; Gebser, Martin; Rintanen, Jussi; Nyman, Henrik; Pensar, Johan; Corander, Jukka
6
2017
Labeled directed acyclic graphs: a generalization of context-specific independence in directed graphical models. Zbl 1403.68206
Pensar, Johan; Nyman, Henrik; Koski, Timo; Corander, Jukka
6
2015
Marginal pseudo-likelihood learning of discrete Markov network structures. Zbl 1384.62178
Pensar, Johan; Nyman, Henrik; Niiranen, Juha; Corander, Jukka
5
2017
A logical approach to context-specific independence. Zbl 1477.03068
Corander, Jukka; Hyttinen, Antti; Kontinen, Juha; Pensar, Johan; Väänänen, Jouko
4
2019
Learning Gaussian graphical models with fractional marginal pseudo-likelihood. Zbl 1407.62193
Leppä-aho, Janne; Pensar, Johan; Roos, Teemu; Corander, Jukka
3
2017
A worst-case approach to optimal tracking control with robust performance. Zbl 0865.93026
Toivonen, H. T.; Pensar, J.
3
1996
The role of local partial independence in learning of Bayesian networks. Zbl 1344.68192
Pensar, Johan; Nyman, Henrik; Lintusaari, Jarno; Corander, Jukka
3
2016
Context-specific and local independence in Markovian dependence structures. Zbl 1429.62181
Nyman, Henrik; Pensar, Johan; Corander, Jukka
3
2016
Marginal and simultaneous predictive classification using stratified graphical models. Zbl 1414.62262
Nyman, Henrik; Xiong, Jie; Pensar, Johan; Corander, Jukka
2
2016
A logical approach to context-specific independence. Zbl 1478.03067
Corander, Jukka; Hyttinen, Antti; Kontinen, Juha; Pensar, Johan; Väänänen, Jouko
2
2016
Structure learning of contextual Markov networks using marginal pseudo-likelihood. Zbl 1422.62190
Pensar, Johan; Nyman, Henrik; Corander, Jukka
1
2017
A logical approach to context-specific independence. Zbl 1477.03068
Corander, Jukka; Hyttinen, Antti; Kontinen, Juha; Pensar, Johan; Väänänen, Jouko
4
2019
Learning discrete decomposable graphical models via constraint optimization. Zbl 1505.62200
Janhunen, Tomi; Gebser, Martin; Rintanen, Jussi; Nyman, Henrik; Pensar, Johan; Corander, Jukka
6
2017
Marginal pseudo-likelihood learning of discrete Markov network structures. Zbl 1384.62178
Pensar, Johan; Nyman, Henrik; Niiranen, Juha; Corander, Jukka
5
2017
Learning Gaussian graphical models with fractional marginal pseudo-likelihood. Zbl 1407.62193
Leppä-aho, Janne; Pensar, Johan; Roos, Teemu; Corander, Jukka
3
2017
Structure learning of contextual Markov networks using marginal pseudo-likelihood. Zbl 1422.62190
Pensar, Johan; Nyman, Henrik; Corander, Jukka
1
2017
Context-specific independence in graphical log-linear models. Zbl 1348.65036
Nyman, Henrik; Pensar, Johan; Koski, Timo; Corander, Jukka
9
2016
The role of local partial independence in learning of Bayesian networks. Zbl 1344.68192
Pensar, Johan; Nyman, Henrik; Lintusaari, Jarno; Corander, Jukka
3
2016
Context-specific and local independence in Markovian dependence structures. Zbl 1429.62181
Nyman, Henrik; Pensar, Johan; Corander, Jukka
3
2016
Marginal and simultaneous predictive classification using stratified graphical models. Zbl 1414.62262
Nyman, Henrik; Xiong, Jie; Pensar, Johan; Corander, Jukka
2
2016
A logical approach to context-specific independence. Zbl 1478.03067
Corander, Jukka; Hyttinen, Antti; Kontinen, Juha; Pensar, Johan; Väänänen, Jouko
2
2016
Labeled directed acyclic graphs: a generalization of context-specific independence in directed graphical models. Zbl 1403.68206
Pensar, Johan; Nyman, Henrik; Koski, Timo; Corander, Jukka
6
2015
Stratified graphical models – context-specific independence in graphical models. Zbl 1327.62030
Nyman, Henrik; Pensar, Johan; Koski, Timo; Corander, Jukka
7
2014
A worst-case approach to optimal tracking control with robust performance. Zbl 0865.93026
Toivonen, H. T.; Pensar, J.
3
1996

Citations by Year