Nicolussi, Federica; Cazzaro, Manuela Context-specific independencies in hierarchical multinomial marginal models. (English) Zbl 07300206 Stat. Methods Appl. 29, No. 4, 767-786 (2020). MSC: 62H17 62P30 62P20 PDF BibTeX XML Cite \textit{F. Nicolussi} and \textit{M. Cazzaro}, Stat. Methods Appl. 29, No. 4, 767--786 (2020; Zbl 07300206) Full Text: DOI
Corander, Jukka; Hyttinen, Antti; Kontinen, Juha; Pensar, Johan; Väänänen, Jouko A logical approach to context-specific independence. (English) Zbl 07106324 Ann. Pure Appl. Logic 170, No. 9, 975-992 (2019). MSC: 03B48 03B60 03B70 62-09 PDF BibTeX XML Cite \textit{J. Corander} et al., Ann. Pure Appl. Logic 170, No. 9, 975--992 (2019; Zbl 07106324) Full Text: DOI
Eggeling, Ralf; Grosse, Ivo; Koivisto, Mikko Algorithms for learning parsimonious context trees. (English) Zbl 07073611 Mach. Learn. 108, No. 6, 879-911 (2019). MSC: 68T05 PDF BibTeX XML Cite \textit{R. Eggeling} et al., Mach. Learn. 108, No. 6, 879--911 (2019; Zbl 07073611) Full Text: DOI
Nyman, Henrik; Pensar, Johan; Corander, Jukka Stratified Gaussian graphical models. (English) Zbl 06763610 Commun. Stat., Theory Methods 46, No. 11, 5556-5578 (2017). MSC: 62H10 62-09 62F10 PDF BibTeX XML Cite \textit{H. Nyman} et al., Commun. Stat., Theory Methods 46, No. 11, 5556--5578 (2017; Zbl 06763610) Full Text: DOI
Pensar, Johan; Nyman, Henrik; Corander, Jukka Structure learning of contextual Markov networks using marginal pseudo-likelihood. (English) Zbl 1422.62190 Scand. J. Stat. 44, No. 2, 455-479 (2017). MSC: 62H12 62M05 PDF BibTeX XML Cite \textit{J. Pensar} et al., Scand. J. Stat. 44, No. 2, 455--479 (2017; Zbl 1422.62190) Full Text: DOI
Nyman, Henrik; Xiong, Jie; Pensar, Johan; Corander, Jukka Marginal and simultaneous predictive classification using stratified graphical models. (English) Zbl 1414.62262 Adv. Data Anal. Classif., ADAC 10, No. 3, 305-326 (2016). MSC: 62H30 62F15 PDF BibTeX XML Cite \textit{H. Nyman} et al., Adv. Data Anal. Classif., ADAC 10, No. 3, 305--326 (2016; Zbl 1414.62262) Full Text: DOI
Wang, Yao; Sun, Qin Bayesian network parameter reduction technique based on algebraic decision diagrams. (Chinese. English summary) Zbl 1363.68181 Chin. J. Eng. Math. 33, No. 3, 259-269 (2016). MSC: 68T30 68T37 PDF BibTeX XML Cite \textit{Y. Wang} and \textit{Q. Sun}, Chin. J. Eng. Math. 33, No. 3, 259--269 (2016; Zbl 1363.68181) Full Text: DOI
Edwards, David; Ankinakatte, Smitha Context-specific graphical models for discrete longitudinal data. (English) Zbl 07258991 Stat. Model. 15, No. 4, 301-325 (2015). MSC: 62 PDF BibTeX XML Cite \textit{D. Edwards} and \textit{S. Ankinakatte}, Stat. Model. 15, No. 4, 301--325 (2015; Zbl 07258991) Full Text: DOI
Pensar, Johan; Nyman, Henrik; Koski, Timo; Corander, Jukka Labeled directed acyclic graphs: a generalization of context-specific independence in directed graphical models. (English) Zbl 1403.68206 Data Min. Knowl. Discov. 29, No. 2, 503-533 (2015). MSC: 68T05 05C20 62-09 62F15 PDF BibTeX XML Cite \textit{J. Pensar} et al., Data Min. Knowl. Discov. 29, No. 2, 503--533 (2015; Zbl 1403.68206) Full Text: DOI
Ramstein, Gerard; Leray, Philippe CPD tree learning using contexts as background knowledge. (English) Zbl 06507030 Destercke, Sébastien (ed.) et al., Symbolic and quantitative approaches to reasoning with uncertainty. 13th European conference, ECSQARU 2015, Compiègne, France, July 15–17, 2015. Proceedings. Cham: Springer (ISBN 978-3-319-20806-0/pbk; 978-3-319-20807-7/ebook). Lecture Notes in Computer Science 9161. Lecture Notes in Artificial Intelligence, 356-365 (2015). MSC: 68T37 PDF BibTeX XML Cite \textit{G. Ramstein} and \textit{P. Leray}, Lect. Notes Comput. Sci. 9161, 356--365 (2015; Zbl 06507030) Full Text: DOI
Sturmfels, Bernd; Zwiernik, Piotr Binary cumulant varieties. (English) Zbl 1274.13048 Ann. Comb. 17, No. 1, 229-250 (2013). Reviewer: Kaie Kubjas (Berlin) MSC: 13P25 05A40 14Q15 60C05 PDF BibTeX XML Cite \textit{B. Sturmfels} and \textit{P. Zwiernik}, Ann. Comb. 17, No. 1, 229--250 (2013; Zbl 1274.13048) Full Text: DOI arXiv
Rosen, Tzachi; Shimony, Solomon Eyal; Santos, Eugene jun. Reasoning with BKBs – algorithms and complexity. (English) Zbl 1081.68102 Ann. Math. Artif. Intell. 40, No. 3-4, 403-425 (2004). MSC: 68T35 68T37 PDF BibTeX XML Cite \textit{T. Rosen} et al., Ann. Math. Artif. Intell. 40, No. 3--4, 403--425 (2004; Zbl 1081.68102) Full Text: DOI
Højsgaard, Søren Split models for contingency tables. (English) Zbl 1429.62202 Comput. Stat. Data Anal. 42, No. 4, 621-645 (2003). MSC: 62H17 PDF BibTeX XML Cite \textit{S. Højsgaard}, Comput. Stat. Data Anal. 42, No. 4, 621--645 (2003; Zbl 1429.62202) Full Text: DOI
Renooij, Silja; van der Gaag, Linda C.; Parsons, Simon Context-specific sign-propagation in qualitative probabilistic networks. (English) Zbl 0999.68215 Artif. Intell. 140, No. 1-2, 207-230 (2002). MSC: 68T37 PDF BibTeX XML Cite \textit{S. Renooij} et al., Artif. Intell. 140, No. 1--2, 207--230 (2002; Zbl 0999.68215) Full Text: DOI