Comparative Analisys of Texts by F. M. Dostoevsky and Other Authors Using Decision Trees

机译：F. M. Dostoevsky和其他作者使用决策树的比较分析

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The paper is devoted to the research of the publicistic style of F. M. Dostoevsky compared to other authors (M. M. Dostoevsky, N. N. Strakhov, I. N. Shill, A. A. Golovachev, A. Grigoriev, Y. P. Polonsky) based on articles in the magazines "Time" and "Epoch" in the period 1861-1865 in pre-revolutionary spelling. Using the distribution of parts of speech and other features of text fragments (the length of such non-intersecting fragments is 1000 words), decision trees with different classification parameters and quality were constructed. Decision trees are easily interpreted as opposed to neural networks. The analysis of these graph-theoretic models has shown good results for works in Russian. It allows the researcher to set and solve various tasks of the text attribution.

机译：本文致力于与其他作者（MM Dostoevsky，NN Strakhov，Shill，AA Golovachev，A.Grigoriev，YP Polonsky）相比，基于杂志“时间”和“时代 “在预革命拼写中的1861-1865期间。使用语音部分的分布和文本碎片的其他特征（这种非交叉片段的长度为1000字），构建了具有不同分类参数和质量的决策树。决策树很容易被解释为与神经网络相反。对这些图形 - 理论模型的分析表明了俄语作品的良好结果。它允许研究人员设置和解决文本归因的各种任务。

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《IEEE International Conference on Smart Information Systems and Technologies》|2021年|1-5|共5页
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Surovtsova T. G; Moskin N. D.; Mokerova D. A.;
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Analytical models; Conferences; Neural networks; Decision trees; Task analysis; Information systems;

机译：分析模型;会议;神经网络;决策树;任务分析;信息系统;

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1. ESSAYS IN SURGERY. Presented to Dr W.E. Gallie on the occasion of his retirement from the Chair of Surgery in the University of Toronto. With contributions by C. H. Best, A. B. Le Mesurier, H. M. Coleman, J.H. Couch, G. R. Walker, H. S. Coulthard, W.G. Carscadden, G. M. Dale, J. A. Dickson, A. W. Farmer, J. C. Boileau Grant, C. G Smith, D. R. Mitchell, S. J. Shane, W. T. Mustard, J. E. Batemnan, R. V. B. Shier, A. W. M. White, C. W. Harris, H. Wookey, F. R. Wilkinson, S. A. Thomson, R. V. B. Wansbrough, F. Turnbull, G. E. Richards, R. M. Janes, V, Peters, C. Ash, S. Gordon, A. Ham, F. G. Kergin, J. W. Ross, K. G. McKenzie, w. D. Stevenson, J. Gray, R. C. Laird, W. Boyd, G. E. Wilson, R. I. Harris, R. R. Graham, W. R. Campbell, W. L. Robinson, J. D. Mills, C. H. Watson, D. W. Pratt, J. L. McDonald, J. C. McClelland, K. H. Davis, E. Massig, E. B. Tovee, L. R. Dragstedt, W. K. Welsh, l, Macdonald, R. Pearse, R. A. McComb, N. C. Delarue, H. G. Armstrong, C. Aberhart, 9x6 in. Pp. xxiv -584, [J] . Reginald Watson-Jones The Journal of Bone and Joint Surgery. British VolumecBritish Orthopaedic Association , Australian Orthopaedic Association , Canadian Orthopaedic Association . . . [et al] . 1951,第3期

机译：手术中的散文。呈现给W.E博士。 Gallie在他从多伦多大学的手术主席退休的情况下。随着C. H. Best的贡献，A. B.Le Mesurier，H. M. Coleman，J.H。沙发，GR Walker，HS Coulthard，WG Carscadden，GM Dale，Ja Days，AW Farmer，JC Booteau Grant，C. G Smith，Mitchell，SJ Shane，WT Mustard，Je Batemnan，Rvb Shier，AWM White，CW Harris， H. Wookey，FR Wilkinson，Sa Thomson，Rvb Wansbrough，F. Turnbull，Ge Richards，RM Janes，V，Peters，C. Ash，S. Gordon，A. Ham，FG Kergin，JW Ross，KG McKenzie，W。 D. Stevenson，J. Gray，RC莱尔德，W. Boyd，Ge Wilson，Ri Harris，RR Graham，WR Campbell，WL Robinson，JD Mills，CH Watson，DW Pratt，JL McDonald，JC McClelland，Kh Davis，E。 Massig，EB ayvee，LR Dragstedt，WK Welsh，L，麦克唐纳，R. Parse，Ra McComb，NC Desarue，HG Armstrong，C. Aberhart，9x6。PP。 xxiv -584，
2. ESSAYS IN SURGERY. Presented to Dr W.E. Gallie on the occasion of his retirement from the Chair of Surgery in the University of Toronto. With contributions by C. H. Best, A. B. Le Mesurier, H. M. Coleman, J.H. Couch, G. R. Walker, H. S. Coulthard, W.G. Carscadden, G. M. Dale, J. A. Dickson, A. W. Farmer, J. C. Boileau Grant, C. G Smith, D. R. Mitchell, S. J. Shane, W. T. Mustard, J. E. Batemnan, R. V. B. Shier, A. W. M. White, C. W. Harris, H. Wookey, F. R. Wilkinson, S. A. Thomson, R. V. B. Wansbrough, F. Turnbull, G. E. Richards, R. M. Janes, V, Peters, C. Ash, S. Gordon, A. Ham, F. G. Kergin, J. W. Ross, K. G. McKenzie, w. D. Stevenson, J. Gray, R. C. Laird, W. Boyd, G. E. Wilson, R. I. Harris, R. R. Graham, W. R. Campbell, W. L. Robinson, J. D. Mills, C. H. Watson, D. W. Pratt, J. L. McDonald, J. C. McClelland, K. H. Davis, E. Massig, E. B. Tovee, L. R. Dragstedt, W. K. Welsh, l, Macdonald, R. Pearse, R. A. McComb, N. C. Delarue, H. G. Armstrong, C. Aberhart, 9x6 in. Pp. xxiv -584, [J] . Reginald Watson-Jones The Journal of Bone and Joint Surgery. British VolumecBritish Orthopaedic Association , Australian Orthopaedic Association , Canadian Orthopaedic Association . . . [et al] . 1951,第3期

机译：手术中的散文。呈现给W.E博士。 Gallie在他从多伦多大学的手术主席退休的情况下。随着C. H. Best的贡献，A. B.Le Mesurier，H. M. Coleman，J.H。沙发，GR Walker，HS Coulthard，WG Carscadden，GM Dale，Ja Days，AW Farmer，JC Booteau Grant，C. G Smith，Mitchell，SJ Shane，WT Mustard，Je Batemnan，Rvb Shier，AWM White，CW Harris， H. Wookey，FR Wilkinson，Sa Thomson，Rvb Wansbrough，F. Turnbull，Ge Richards，RM Janes，V，Peters，C. Ash，S. Gordon，A. Ham，FG Kergin，JW Ross，KG McKenzie，W。 D. Stevenson，J. Gray，RC莱尔德，W. Boyd，Ge Wilson，Ri Harris，RR Graham，WR Campbell，WL Robinson，JD Mills，CH Watson，DW Pratt，JL McDonald，JC McClelland，Kh Davis，E。 Massig，EB ayvee，LR Dragstedt，WK Welsh，L，麦克唐纳，R. Parse，Ra McComb，NC Desarue，HG Armstrong，C. Aberhart，9x6。PP。 xxiv -584，
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Comparative Analisys of Texts by F. M. Dostoevsky and Other Authors Using Decision Trees

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