Edit Profile (opens in new tab) Pensar, Johan Co-Author Distance Author ID: 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 all top 5 Co-Authors 0 single-authored 15 Corander, Jukka 10 Nyman, Henrik 3 Koski, Timo J. T. 2 Hyttinen, Antti 2 Kontinen, Juha 2 Väänänen, Jouko Antero 2 Xu, Yingying 1 Gebser, Martin 1 Janhunen, Tomi 1 Kabashima, Yoshiyuki 1 Leppä-aho, Janne 1 Lintusaari, Jarno 1 Niiranen, Juha 1 Pesonen, Maiju 1 Puranen, Santeri 1 Rintanen, Jussi 1 Roos, Teemu 1 Suotsalo, Kimmo 1 Toivonen, Hannu T. T. 1 Xiong, Jie all top 5 Serials 2 International Journal of Approximate Reasoning 2 Statistics and Computing 2 Bayesian Analysis 1 International Journal of Control 1 Scandinavian Journal of Statistics 1 Annals of Pure and Applied Logic 1 Computational Statistics 1 Communications in Statistics. Theory and Methods 1 Computational Statistics and Data Analysis 1 Data Mining and Knowledge Discovery 1 Advances in Data Analysis and Classification. ADAC all top 5 Fields 13 Statistics (62-XX) 6 Computer science (68-XX) 3 Combinatorics (05-XX) 2 Mathematical logic and foundations (03-XX) 1 Probability theory and stochastic processes (60-XX) 1 Systems theory; control (93-XX) Publications by Year all cited Publications top 5 cited Publications 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 all cited Publications top 5 cited Publications all top 5 Cited by 64 Authors 9 Corander, Jukka 9 Pensar, Johan 6 Nyman, Henrik 5 Kontinen, Juha 3 Cazzaro, Manuela 3 Gebser, Martin 3 Janhunen, Tomi 3 Nicolussi, Federica 2 Bomanson, Jori 2 Hannula, Miika 2 Hyttinen, Antti 2 Klimova, Anna 2 Marsman, Maarten 2 Ntzoufras, Ioannis 2 Rudas, Tamás 2 Väänänen, Jouko Antero 2 Yang, Fan 1 Baladandayuthapani, Veerabhadran 1 Barbero, Fausto 1 Bogaerts, Bart 1 Bueno, Marcos L. P. 1 Carvalho, Rodrigo R. S. 1 Clairon, Quentin 1 Consonni, Guido 1 De Wulf, Wolf 1 Dobra, Adrian 1 Fouskakis, Dimitris 1 Frondana, Iara 1 Gao, Xin 1 Haak, Anselm 1 Hella, Lauri T. 1 Henderson, Robin G. 1 Hirvonen, Minna 1 Hommersom, Arjen 1 Huth, K. B. S. 1 Koski, Timo J. T. 1 Leonardi, Florencia 1 Li, Qiong 1 Linard, Alexis 1 Lintusaari, Jarno 1 Liseo, Brunero 1 Lucas, Peter J. F. 1 Mahmood, Yasir 1 Maratea, Marco 1 Massam, Helene M. 1 Mohammadi, Reza 1 Ni, Yang 1 Pavlenko, Tatjana 1 Rhemtulla, Mijke 1 Ricca, Francesco 1 Rintanen, Jussi 1 Rios, Felix L. 1 Sandu, Gabriel 1 Stingo, Francesco Claudio 1 Sun, Yeong-Jeu 1 Suotsalo, Kimmo 1 Takaba, Kiyotsugu 1 Taylor, Charles James 1 Virtema, Jonni 1 Vollmer, Heribert 1 Waldorp, Lourens J. 1 Wilson, Emma D. 1 Xiong, Jie 1 Xu, Yingying all top 5 Cited in 23 Serials 2 Psychometrika 2 Scandinavian Journal of Statistics 2 Annals of Pure and Applied Logic 2 International Journal of Approximate Reasoning 2 Theory and Practice of Logic Programming 2 Statistics and Computing 1 International Journal of Control 1 Chaos, Solitons and Fractals 1 Journal of the American Statistical Association 1 Journal of Multivariate Analysis 1 Journal of Philosophical Logic 1 The Journal of Symbolic Logic 1 Information and Computation 1 Computational Statistics 1 Journal of Statistical Computation and Simulation 1 International Journal of Robust and Nonlinear Control 1 Theory of Probability and Mathematical Statistics 1 Bernoulli 1 Statistical Methods and Applications 1 Advances in Data Analysis and Classification. ADAC 1 Electronic Journal of Statistics 1 The Annals of Applied Statistics 1 Bayesian Analysis all top 5 Cited in 7 Fields 21 Statistics (62-XX) 13 Computer science (68-XX) 7 Mathematical logic and foundations (03-XX) 3 Combinatorics (05-XX) 3 Systems theory; control (93-XX) 2 Probability theory and stochastic processes (60-XX) 1 General and overarching topics; collections (00-XX) Citations by Year