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Publications in Math-Net.Ru |
Citations |
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2024 |
| 1. |
Yu. S. Popkov, “Iterative self-learning methods for solving nonlinear equations”, Avtomat. i Telemekh., 2024, no. 5, 129–135  |
| 2. |
A. Yu. Popkov, Yu. A. Dubnov, Yu. S. Popkov, “Entropy-randomized estimation of nonlinear dynamical model parameters on observation of dependent process”, Chelyab. Fiz.-Mat. Zh., 9:1 (2024), 144–159 |
| 3. |
Yu. M. Polishchuk, M. A. Kupriyanov, V. Yu. Polishchuk, Yu. S. Popkov, “Using geo-simulation modeling to predict changes in Arctic lake areas”, Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 2024, no. 3, 95–106 |
| 4. |
Yu. S. Popkov, Yu. M. Polishchuk, “Assimptotic numerical method for multidimensional integrals of forecasting of thermokarst lakes”, Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 2024, no. 2, 86–91  |
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2023 |
| 5. |
Yu. A. Dubnov, A. Yu. Popkov, V. Yu. Polishchuk, E. S. Sokol, A. V. Melnikov, Yu. M. Polishchuk, Yu. S. Popkov, “Randomized machine learning algorithms to forecast the evolution of thermokarst lakes area in permafrost zones”, Avtomat. i Telemekh., 2023, no. 1, 98–120 ; Autom. Remote Control, 84:1 (2023), 64–81 |
| 6. |
Yu. S. Popkov, “On some properties of randomized machine learning procedures in the presence of noisy data”, Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 2023, no. 2, 89–95 |
| 7. |
Y. S. Popkov, “Oscillations in Dynamic Systems with an Entropy Operator”, Rus. J. Nonlin. Dyn., 19:1 (2023), 125–135  |
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2022 |
| 8. |
Yu. S. Popkov, “Randomization and entropy in machine learning and data processing”, Dokl. RAN. Math. Inf. Proc. Upr., 504 (2022), 3–27 ; Dokl. Math., 105:3 (2022), 135–157 |
3
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| 9. |
A. Yu. Popkov, Yu. A. Dubnov, Yu. S. Popkov, “Forecasting of COVID-19 dynamics in EU using randomized machine learning applied to dynamic models”, Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 2022, no. 3, 67–78 |
| 10. |
A. Popkov, Yu. Dubnov, Yu. Popkov, “Randomized machine learning and forecasting of nonlinear dynamic models applied to SIR epidemiological model”, Informatics and Automation, 21:4 (2022), 659–677 |
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2021 |
| 11. |
Yu. A. Dubnov, Yu. A. Dubnov, V. Yu. Polishchuk, Yu. S. Popkov, Yu. M. Polishchuk, A. V. Mel'nikov, E. S. Sokol, “Entropy-randomized method for the reconstruction of missing data”, Avtomat. i Telemekh., 2021, no. 4, 140–160 ; Autom. Remote Control, 82:4 (2021), 670–686   |
| 12. |
Yu. S. Popkov, Yu. A. Dubnov, A. Yu. Popkov, “Entropy-randomized projection”, Avtomat. i Telemekh., 2021, no. 3, 149–168 ; Autom. Remote Control, 82:3 (2021), 490–505 |
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| 13. |
Yu. A. Dubnov, V. Yu. Polishchuk, A. Yu. Popkov, E. S. Sokol, A. V. Mel'nikov, Yu. M. Polishchuk, Yu. S. Popkov, “Entropine-randomized forecasting of the evolution of the area of thermokarst lakes”, Chelyab. Fiz.-Mat. Zh., 6:3 (2021), 384–396 |
| 14. |
Y. Popkov, Y. Dubnov, A. Popkov, “Forecasting development of COVID-19 epidemic in European Union using entropy-randomized approach”, Informatics and Automation, 20:5 (2021), 1010–1033 |
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2020 |
| 15. |
Yu. S. Popkov, A. Yu. Popkov, Yu. A. Dubnov, “Elements of randomized forecasting and its application to daily electrical load prediction in a regional power system”, Avtomat. i Telemekh., 2020, no. 7, 148–172 ; Autom. Remote Control, 81:7 (2020), 1286–1306 |
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| 16. |
Yu. S. Popkov, “Asymptotic efficiency of maximum entropy estimates”, Dokl. RAN. Math. Inf. Proc. Upr., 493 (2020), 104–107  ; Dokl. Math., 102:1 (2020), 350–352 |
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| 17. |
Yu. S. Popkov, A. Yu. Popkov, Yu. A. Dubnov, “Deterministic and randomized methods of entropy projection for dimensionality reduction problems”, Inform. Primen., 14:4 (2020), 47–54 |
| 18. |
Y. S. Popkov, A. Y. Popkov, Y. A. Dubnov, “Cross-entropy reduction of data matrix with restriction on information capacity of projectors and their norms”, Matem. Mod., 32:9 (2020), 35–52 ; Math. Models Comput. Simul., 13:3 (2021), 382–394 |
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2019 |
| 19. |
Yu. S. Popkov, “Randomized machine learning procedures”, Avtomat. i Telemekh., 2019, no. 9, 122–142 ; Autom. Remote Control, 80:9 (2019), 1653–1670 |
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2018 |
| 20. |
Yu. S. Popkov, Yu. A. Dubnov, A. Yu. Popkov, “Entropy dimension reduction method for randomized machine learning problems”, Avtomat. i Telemekh., 2018, no. 11, 106–122 ; Autom. Remote Control, 79:11 (2018), 2038–2051 |
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| 21. |
B. S. Darkhovsky, Yu. S. Popkov, A. Yu. Popkov, A. S. Aliev, “A method of generating random vectors with a given probability density function”, Avtomat. i Telemekh., 2018, no. 9, 31–45 ; Autom. Remote Control, 79:9 (2018), 1569–1581 |
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| 22. |
Yu. S. Popkov, “Mathematical methods of randomized machine teaching”, Itogi Nauki i Tekhniki. Sovrem. Mat. Pril. Temat. Obz., 155 (2018), 65–88 ; J. Math. Sci. (N. Y.), 254:5 (2021), 652–676 |
| 23. |
Yu. S. Popkov, “Entropy methad of compression matrices with random elements”, Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 2018, no. 1, 8–15 |
| 24. |
Yu. S. Popkov, “Effectiveness estimation of matrices compression in the procedures of randomized machine learning”, Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 2018, no. 1, 3–7 |
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2017 |
| 25. |
A. Yu. Popkov, B. S. Darkhovsky, Yu. S. Popkov, “Iterative MC-algorithm to solve the global optimization problems”, Avtomat. i Telemekh., 2017, no. 2, 82–98 ; Autom. Remote Control, 78:2 (2017), 261–275 |
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2016 |
| 26. |
Yu. S. Popkov, Yu. A. Dubnov, “Entropy-robust randomized forecasting under small sets of retrospective data”, Avtomat. i Telemekh., 2016, no. 5, 109–127 ; Autom. Remote Control, 77:5 (2016), 839–854 |
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2015 |
| 27. |
B. S. Darkhovskii, Yu. S. Popkov, A. Yu. Popkov, “Monte Carlo method of batch iterations: probabilistic characteristics”, Avtomat. i Telemekh., 2015, no. 5, 60–71 ; Autom. Remote Control, 76:5 (2015), 776–785 |
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| 28. |
Y. S. Popkov, A. Y. Popkov, B. S. Darkhovskiy, “Parallel Monte Carlo for entropy-robust estimation”, Matem. Mod., 27:6 (2015), 14–32 ; Math. Models Comput. Simul., 8:1 (2016), 27–39 |
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| 29. |
A. Yu. Popkov, Yu. S. Popkov, “Parametric and nonparametric estimation for characteristics of randomized models under limited data (entropy approach)”, Matem. Mod., 27:3 (2015), 63–85 |
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2014 |
| 30. |
Yu. S. Popkov, A. Yu. Popkov, Yu. N. Lysak, “Estimating the characteristics of randomized dynamic data models (the entropy-robust approach)”, Avtomat. i Telemekh., 2014, no. 5, 83–90 ; Autom. Remote Control, 75:5 (2014), 872–879 |
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| 31. |
B. S. Darkhovskii, A. Yu. Popkov, Yu. S. Popkov, “Method of Monte Carlo batch iteration to solving by global optimization problems”, Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 2014, no. 3, 39–52 |
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2013 |
| 32. |
Yu. S. Popkov, A. Yu. Popkov, Yu. N. Lysak, “Estimation of characteristics of randomized static models of data (entropy-robust approach)”, Avtomat. i Telemekh., 2013, no. 11, 114–131 ; Autom. Remote Control, 74:11 (2013), 1863–1877 |
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2011 |
| 33. |
Yu. S. Popkov, “Stochastical micro- and macrodynamics of spatial economic exchage”, Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 2011, no. 4, 30–38 |
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2008 |
| 34. |
D. G. Dorofeev, B. A. Zon, Yu. S. Popkov, “Accounting of prior information in paramacrosystems”, Avtomat. i Telemekh., 2008, no. 10, 19–30 ; Autom. Remote Control, 69:10 (2008), 1663–1674 |
| 35. |
Yu. S. Popkov, D. L. Dorofeev, B. A. Zon, “Probabilistic characteristics of paramacrosystems”, Avtomat. i Telemekh., 2008, no. 2, 52–63 ; Autom. Remote Control, 69:2 (2008), 223–232 |
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2007 |
| 36. |
Yu. S. Popkov, “Qualitative analysis of dynamic systems with the $B_q$ entropy operator”, Avtomat. i Telemekh., 2007, no. 1, 41–56 ; Autom. Remote Control, 68:1 (2007), 38–53 |
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2006 |
| 37. |
Yu. S. Popkov, “Theory of dynamic entropy-operator systems and its applications”, Avtomat. i Telemekh., 2006, no. 6, 75–105 ; Autom. Remote Control, 67:6 (2006), 900–926 |
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| 38. |
Yu. S. Popkov, M. V. Rublev, “Dynamic procedures of image reconstruction from projections (computer tomography)”, Avtomat. i Telemekh., 2006, no. 2, 70–79 ; Autom. Remote Control, 67:2 (2006), 233–241 |
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2005 |
| 39. |
Yu. S. Popkov, M. V. Rublev, “Estimation of a local lipschitz constant of the $B_q$-entropy”, Avtomat. i Telemekh., 2005, no. 7, 54–65 ; Autom. Remote Control, 66:7 (2005), 1069–1080 |
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2003 |
| 40. |
Yu. S. Popkov, “Macrosystems Models of Dynamic Stochastic Networks”, Avtomat. i Telemekh., 2003, no. 12, 143–163 ; Autom. Remote Control, 64:12 (2003), 1956–1974 |
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| 41. |
Yu. S. Popkov, “Positive Dynamic Systems with the Entropy Operator”, Avtomat. i Telemekh., 2003, no. 3, 104–113 ; Autom. Remote Control, 64:3 (2003), 439–447 |
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| 42. |
Yu. S. Popkov, “Macrosystems and grid technologies: dynamic stochastic network modeling”, Probl. Upr., 2003, no. 3, 10–20 |
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1999 |
| 43. |
Yu. S. Popkov, “Entropy-linear programming: multiplicative methods with $p$-active variables and feedback”, Avtomat. i Telemekh., 1999, no. 5, 145–155 ; Autom. Remote Control, 60:5 (1999), 722–731 |
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1998 |
| 44. |
Yu. S. Popkov, “Multiplicative algorithms with $p$ active variables in problems of the maximization of entropy on polyhedra”, Avtomat. i Telemekh., 1998, no. 10, 55–63 ; Autom. Remote Control, 59:10 (1998), 1395–1402 |
| 45. |
Yu. S. Popkov, “On the convergence of direct multiplicative methods in problems of conditional maximization of entropy”, Avtomat. i Telemekh., 1998, no. 4, 93–105 ; Autom. Remote Control, 59:4 (1998), 534–544 |
| 46. |
A. Yu. Popkov, E. Yu. Popkov, Yu. S. Popkov, “Multiplicative algorithms for reconstructing images from projections”, Avtomat. i Telemekh., 1998, no. 1, 60–77 ; Autom. Remote Control, 59:1 (1998), 49–65 |
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1997 |
| 47. |
Yu. S. Popkov, “Variational Principle of Image Reconstruction from Projections”, Avtomat. i Telemekh., 1997, no. 12, 131–139 ; Autom. Remote Control, 58:12 (1997), 1950–1957 |
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1995 |
| 48. |
Yu. S. Popkov, “Substantiation of the entropy maximization method for problems of image restoration from projections”, Avtomat. i Telemekh., 1995, no. 1, 94–100 ; Autom. Remote Control, 56:1 (1995), 77–82 |
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1990 |
| 49. |
Yu. S. Popkov, V. I. Shvetsov, “Local equilibria principle in regional dynamics models”, Matem. Mod., 2:5 (1990), 40–59 |
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1989 |
| 50. |
Yu. S. Popkov, “Mathematical models of non-equilibrium states of macrosystems with self-reproduction and locally thermodynamic distribution”, Avtomat. i Telemekh., 1989, no. 9, 135–147 ; Autom. Remote Control, 50:9 (1989), 1260–1271 |
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1988 |
| 51. |
Yu. S. Popkov, “A multiplicative algorithm for Fermi-models of macrosystems”, Avtomat. i Telemekh., 1988, no. 3, 70–80 ; Autom. Remote Control, 49:3 (1988), 320–327 |
| 52. |
Yu. S. Popkov, “Locally stationary models of nonequilibrium dynamics of
macrosystems with self-reproduction”, Dokl. Akad. Nauk SSSR, 303:3 (1988), 567–569 ; Dokl. Math., 33:11 (1988), 790–791 |
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1984 |
| 53. |
K. Sh. Asaubaev, As. A. Ashimov, Yu. S. Popkov, E. K. Shombinov, “Identification of nonlinear dynamic plants by pattern recognition methods”, Avtomat. i Telemekh., 1984, no. 9, 94–101 ; Autom. Remote Control, 45:9 (1984), 1181–1187 |
| 54. |
Yu. S. Popkov, “Mathematical models of stationary macrosystem states”, Avtomat. i Telemekh., 1984, no. 6, 129–137 ; Autom. Remote Control, 45:6 (1984), 795–802 |
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1983 |
| 55. |
Yu. A. Dubov, Sh. S. Imel'baev, Yu. S. Popkov, “Multiplicative schemes of iteration algorithms of optimization”, Dokl. Akad. Nauk SSSR, 272:6 (1983), 1304–1306 |
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1980 |
| 56. |
K. Sh. Asaubaev, As. A. Ashimov, Yu. S. Popkov, “Stochastic analysis of automatic systems with dynamic pulse frequency modulation”, Avtomat. i Telemekh., 1980, no. 4, 49–60 |
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1978 |
| 57. |
M. Sh. Baibatshaev, Yu. S. Popkov, “On one quadratic optimization problem for binary nonlinear sequential machines”, Avtomat. i Telemekh., 1978, no. 12, 37–47 ; Autom. Remote Control, 39:12 (1979), 1766–1774 |
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1977 |
| 58. |
K. Sh. Asaubaev, As. A. Ashimov, Yu. S. Popkov, “Models of control systems with dynamic frequency pulse modulation”, Avtomat. i Telemekh., 1977, no. 2, 52–63 ; Autom. Remote Control, 38:2 (1977), 203–212 |
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1976 |
| 59. |
K. Sh. Asaubaev, A. I. Barkin, Yu. S. Popkov, “Analysis of nonlinear systems described by the Volterra series”, Avtomat. i Telemekh., 1976, no. 11, 5–15 ; Autom. Remote Control, 37:11 (1976), 1631–1640 |
| 60. |
A. A. Bedel'baev, A. B. Kopeikin, Yu. S. Popkov, “On efficiency of mixed strategies in optimization problems”, Avtomat. i Telemekh., 1976, no. 9, 90–95 ; Autom. Remote Control, 37:9 (1976), 1372–1377 |
| 61. |
Yu. A. Dubov, N. V. Ikoeva, Sh. S. Imel'baev, S. G. Koval'chuk, A. B. Kopeikin, Yu. S. Popkov, A. N. Ryazantsev, B. L. Shmul'yan, “Optimal planning and management of conurbations (survey and problems)”, Avtomat. i Telemekh., 1976, no. 6, 78–116 ; Autom. Remote Control, 37:6 (1976), 879–912 |
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1975 |
| 62. |
Yu. A. Dubov, N. V. Ikoeva, Sh. S. Imel'baev, A. B. Kabakov, S. G. Koval'chuk, A. B. Kopeikin, Yu. S. Popkov, A. N. Ryazantsev, B. L. Shmul'yan, “Mathematical simulation of the development of urban systems”, Avtomat. i Telemekh., 1975, no. 11, 93–127 ; Autom. Remote Control, 36:11 (1975), 1831–1862 |
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1972 |
| 63. |
A. S. Bernstein, Yu. S. Popkov, R. G. Faradzhev, “Multidimensional Laplace-Galois transformation in the theory of nonlinear sequential machines”, Dokl. Akad. Nauk SSSR, 206:5 (1972), 1061–1064 |
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2020 |
| 64. |
Yu. S. Popkov, I. A. Faradzhev, M. A. Kronrod, A. V. Uskov, D. S. Bogdanov, A. Ya. Podrabinovich, E. L. Pliskin, V. V. Farsobina, G. P. Akimova, V. V. Arlazarov, A. A. Podrabinovich, I. M. Janiszewski, O. A. Slavin, V. V. Postnikov, D. L. Sholomov, A. V. Solov'ev, E. B. Bogdanova, L. A. Kuleshova, L. S. Shibaeva, A. B. Petrovskii, D. S. Chereshkin, P. Nikolaev, D. P. Nikolaev, M. V. Chukalina, D. G. Slugin, A. D. Astakhov, N. P. Vlasova, A. Yu. Danilenko, P. V. Kuratov, S. A. Usilin, K. B. Bulatov, “Vladimir L'vovich Arlazarov (on 80th birthday)”, Vestnik YuUrGU. Ser. Mat. Model. Progr., 13:1 (2020), 150–153 |
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2016 |
| 65. |
S. M. Abramov, A. O. Blinov, S. N. Vassilyev, I. S. Guseva, E. V. Danilina, M. G. Dmitriev, S. V. Znamenskii, G. Konstantinov, N. E. Kul'baka, G. Osipov, Yu. S. Popkov, I. V. Rasina, E. V. Ryumina, G. V. Sidorenko, O. V. Fes'ko, M. M. Khrustalev, A. M. Tsirlin, “In memory of Professor Vladimir Iosifovich Gurman”, Program Systems: Theory and Applications, 7:3 (2016), 109–132 |
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2004 |
| 66. |
K. A. Valiev, E. P. Velikhov, I. V. Gaishun, V. A. Gelovani, A. A. Gonchar, Yu. V. Gulyaev, V. A. Il'in, N. A. Izobov, S. K. Korovin, N. N. Krasovskii, A. B. Kurzhanskii, V. P. Maslov, E. F. Mishchenko, E. I. Moiseev, Yu. S. Osipov, V. A. Sadovnichy, T. K. Shemjakina, Yu. S. Popkov, V. L. Arlazarov, “Stanislav Vasil'evich Emel'yanov (A Tribute in Honor of His 75th Birthday)”, Differ. Uravn., 40:5 (2004), 579–581 ; Differ. Equ., 40:5 (2004), 621–624 |
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1975 |
| 67. |
Yu. S. Popkov, “A review of the book “Theory of Pattern Recognition” by V. N. Vapnik and A. Ya. Chervonenkis”, Avtomat. i Telemekh., 1975, no. 10, 191–192 |
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