Sirotkin Aleksandr Vladimirovich

Publications in Math-Net.Ru

1. Complexity statistical estimates of straightforward and greedy algorithms for algebraic Baesian networks syntesis
   
   Nechetkie Sistemy i Myagkie Vychisleniya, 10:1 (2015),  75–91
2. Minimal join graph subsets synthesis system
   
   Tr. SPIIRAN, 27 (2013),  200–244
3. Predictor Mining: Data Mining application to Social Computing
   
   Tr. SPIIRAN, 26 (2013),  136–161
4. Program complex for probabilistic logic inference in knowledge pattern bases: knowledge pattern implementation
   
   Tr. SPIIRAN, 25 (2013),  204–220
5. Risky behavior Poisson model identification: heterogeneous arguments in likelihood
   
   Tr. SPIIRAN, 23 (2012),  157–184
6. Bayesian rating systems with additional information on tournament results
   
   Tr. SPIIRAN, 22 (2012),  189–204
7. Probabilistic graphical models of individual socially significant behavior on the base of incomplete data
   
   Tr. SPIIRAN, 22 (2012),  101–112
8. Algebraic Bayesian network: non-linear optimization problem in local posteriori inference with atomic stochastic evidence
   
   Tr. SPIIRAN, 20 (2012),  200–215
9. Computational complexity of local posteriori inference algorithms in algebraic Bayesian networks
   
   Tr. SPIIRAN, 18 (2011),  188–214
10. Knowledge and reasoning with uncertainty modeling: matrix-and-vector calculus for local reconciliation of truth estimates
    
    Tr. SPIIRAN, 18 (2011),  108–135
11. 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
12. Algebraic bayesian networks reconciliation: computational complexity
    
    Tr. SPIIRAN, 15 (2010),  162–192
13. The cardinal number of a minimal join graph set
    
    Tr. SPIIRAN, 15 (2010),  136–161
14. Join graph edges in context of algebraic Bayesian network minimal join graph cliques comparative analysis
    
    Tr. SPIIRAN, 14 (2010),  132–149
15. An observed sequence probability estimate in binary linear hidden Markov models with posterior inference in algebraic Bayesian networks
    
    Tr. SPIIRAN, 13 (2010),  122–142
16. Algebraic Bayesian networks minimal join graphcliques comparative analysis
    
    Tr. SPIIRAN, 13 (2010),  87–105
17. Representation of binary linear hidden Markov models in the form of algebraic Bayesian networks
    
    Tr. SPIIRAN, 12 (2010),  134–150
18. Algebraic Bayesian networks secondary structure analysis features
    
    Tr. SPIIRAN, 12 (2010),  97–118
19. Modeling of “Personality–Activity–Efficiency” systems based on Bayesian networks: a position statement
    
    Tr. SPIIRAN, 6 (2008),  198–202
20. Matrix-vector equations for local probabilistic logic inference in algebraic Bayesian network
    
    Tr. SPIIRAN, 6 (2008),  131–139
21. Local a priori inference in algebraic Bayesian network: a set of basic algorithms
    
    Tr. SPIIRAN, 5 (2007),  100–111