M. A. Zotov, A. L. Tulupyev, A. V. Sirotkin, “Complexity statistical estimates of straightforward and greedy algorithms for algebraic Baesian networks syntesis”, Nechetkie Sistemy i Myagkie Vychisleniya, 10:1 (2015), 75–91
2013
2.
A. A. Filchenkov, K. V. Frolenkov, A. V. Sirotkin, A. L. Tulupyev, “Minimal join graph subsets synthesis system”, Tr. SPIIRAN, 27 (2013), 200–244
A. A. Azarov, E. V. Brodovskaya, A. Yu. Bubnov, R. Ya. Gibadulin, A. A. Glazkov, O. V. Dmitrieva, A. M. Dolgorukov, R. I. Zhdanov, V. F. Musina, V. D. Nechaev, A. S. Ognev, A. V. Sirotkin, A.V. Suvorova, V. V. Titov, A. L. Tulupyev, T. V. Tulupyeva, A. A. Filchenkov, R. M. Yusupov, “Predictor Mining: Data Mining application to Social Computing”, Tr. SPIIRAN, 26 (2013), 136–161
A. V. Sirotkin, “Program complex for probabilistic logic inference in knowledge pattern bases: knowledge pattern implementation”, Tr. SPIIRAN, 25 (2013), 204–220
2012
5.
D. V. Stepanov, V. F. Musina, A.V. Suvorova, A. L. Tulupyev, A. V. Sirotkin, T. V. Tulupyeva, “Risky behavior Poisson model identification: heterogeneous arguments in likelihood”, Tr. SPIIRAN, 23 (2012), 157–184
S. I. Nikolenko, D. V. Serdyuk, A. V. Sirotkin, “Bayesian rating systems with additional information on tournament results”, Tr. SPIIRAN, 22 (2012), 189–204
7.
A.V. Suvorova, T. V. Tulupyeva, A. L. Tulupyev, A. V. Sirotkin, A. E. Pashchenko, “Probabilistic graphical models of individual socially significant behavior on the base of incomplete data”, Tr. SPIIRAN, 22 (2012), 101–112
A. V. Sirotkin, V. F. Musina, A. L. Tulupyev, “Algebraic Bayesian network: non-linear optimization problem in local posteriori inference with atomic stochastic evidence”, Tr. SPIIRAN, 20 (2012), 200–215
A. V. Sirotkin, A. L. Tulupyev, “Knowledge and reasoning with uncertainty modeling: matrix-and-vector calculus for local reconciliation of truth estimates”, Tr. SPIIRAN, 18 (2011), 108–135
A. A. Filchenkov, A. L. Tulupyev, A. V. Sirotkin, “Algebraic bayesian network maximal join graph cliques structual analysis”, Vestnik TVGU. Ser. Prikl. Matem. [Herald of Tver State University. Ser. Appl. Math.], 2011, no. 20, 139–151
A. A. Fil'chenkov, A. L. Tulupyev, A. V. Sirotkin, “Join graph edges in context of algebraic Bayesian network minimal join graph cliques comparative analysis”, Tr. SPIIRAN, 14 (2010), 132–149
M. P. Momzikova, O. I. Velikodnaya, M. I. Pinsky, A. V. Sirotkin, A. L. Tulupyev, A. A. Fil'chenkov, “An observed sequence probability estimate in binary linear hidden Markov models with posterior inference in algebraic Bayesian networks”, Tr. SPIIRAN, 13 (2010), 122–142
A. A. Fil'chenkov, A. L. Tulupyev, A. V. Sirotkin, “Algebraic Bayesian networks minimal join graphcliques comparative analysis”, Tr. SPIIRAN, 13 (2010), 87–105
M. P. Momzikova, O. I. Velikodnaya, M. I. Pinsky, A. V. Sirotkin, A. L. Tulupyev, A. A. Fil'chenkov, “Representation of binary linear hidden Markov models in the form of algebraic Bayesian networks”, Tr. SPIIRAN, 12 (2010), 134–150
A. L. Tulupyev, A. S. Gorshkov, A. V. Sirotkin, T. V. Tulupyeva, A. E. Pashchenko, Zheng RiChang, “Modeling of “Personality–Activity–Efficiency” systems based on Bayesian networks: a position statement”, Tr. SPIIRAN, 6 (2008), 198–202
A. V. Sirotkin, A. L. Tulupyev, “Matrix-vector equations for local probabilistic logic inference in algebraic Bayesian network”, Tr. SPIIRAN, 6 (2008), 131–139
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