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黄文学 教授
2015-08-21 16:13   审核人:

12A63

黄文学 数学系,教授, 博导

学术兼职:

加拿大York University 兼职教授,

南昌大学兼职教授,

Big Data and Information Analytics 编委

Int. J. Data Mining,Modelling & Management编委

Int. J. Data Analysis Techniques & Strategies编委

美国数学评论评论员

德国数学评论评论员

电话:+86-20-3936-6859

E-mail:whuang123@yahoo.com

教育背景:

理学学士, 1982,基础数学,江西大学

理学硕士, 1988,基础数学,江西大学

博士(PhD) 1995, 数学, University of Western Ontario

主要研究兴趣:

代数群与幺半群,结合代数;微分几何与拓扑;数据挖掘与科学

部分论著(所有合作论著作者都是共同第一作者,均按姓名字母顺序):

[1] Cartan submonoids of algebraic monoids,Int. J. Algebra & Computation 5(1995), 367—377.

[2] Analogue of Zassenhaus' representation theorem for algebraic monoids,Communications in Algebra 23(1995), 2889—2895.

[3] Nilpotent algebraic monoids, J. Algebra 179(1996), 720—731.

[4] Linear associative algebras with finitely many idempotents, Linear and Multilinear Algebra 40(1996), 303—309.

[5] (with L. Renner) The normalizer and centralizer of a maximal torus in a linear associative algebra, Algebra Colloq. 3(1996), 239—244.

[6] On nilpotent and solvable algebraic groups and monoids, Communications in Algebra 24(1996), 2079—2091.

[7] On closed 4-manifolds admitting a Morse function with 4 critical points, Czechoslovak Math. J. 46(1996), 47—59.

[8] An algebraic monoid approach to linear associative algebras II, Int. J. Algebra & Computation 6(1996), 623—634.

[9] (with L. Renner) An algebraic monoid approach to linear associative algebras, Panamerican Math. J. 6(1996), 1—23.

[10] Algebraic monoids with group kernels, Semigroup Forum 52(1996), 319—323.

[11] (with Y. Chen) The center of a regular algebraic monoid, Semigroup Forum 59(1999), 334—341.

[12] A characterization of triangularizability of a linear associative algebra, Linear Algebra and Its Applications 299(1999), 165—169.

[13] Reductive and semisimple algebraic monoids, Forum Math. 13(2001), 495—504.

[14] The kernel of a linear algebraic semigroup, Forum Math 17(2005),851—869.

[15] (with M. Krneta, L. Lin and J. Wu) Association bundle - a new pattern for association analysis, Proc. the Sixth IEEE International Conference on Data Mining Workshops;IEEE Computer Society Press, 601--605, 2008.

[16] (with M. Krneta, L. Lin and J. Wu) Association bundle Identification, p. 66--70 in Encyclopedia in Data Warehousing and Mining 2nd ed., John Wang ed., IGI Publishing, 2008.

[17] (with M. Krneta, L. Lin and J. Wu)Association bundle based market, Chapter 12 (p. 187--210) and Appendix B (p. 299--306) in Data Mining for Design and Marketing, Yukio Ohsawa et al ed., CRC Press, 2009.

[18] Parabolic subgroups and algebraic monoids, J. Algebra 336(2011),227-235.

[19] The kernels, regularity and unipotent radicals in linear algebraic monoids, Forum Math 23(2011), 803-834.

[20] (with Y.Pan and J.Wu) Goodman-Kruskal measure associated clustering for categorical, Int. J. Data Mining, Modelling and Management 4(2012), 334-360.

[21] (with Y. Pan and J. Wu) Supervised discretization with GK-tau, Procedia Computer Science 17 ( 2013 ), 114 – 120.

[22] (with Y. Pan and J. Wu) Performance measures for rare event targeting, Int. J. Data Anal. Tech.& Strateg. 6(2014), 105—120.

[23] Various forms of generating subsemigroups in linear algebraic monoids, Communications in Algebra 42(2014), 3833—3851.

[24](with Y. Pan and J. Wu)Supervised discretization for optimal prediction, Procedia Computer Science 30(2014), 75-80.

[25]. 大数据中稀有事件与突变事件预测, 科技促进发展 76:1(2014),41—44 (数据科学与大数据的科学原理及发展前景----香山科学会议第462次学术讨论会专题论坛会议文集专辑)。

[26] (with Y. Pan and J. Wu) Performance measures and RTB optimization, in Encyclopedia in Business Analytics and Optimizations, (John Wang ed.), IGI-Globe, 2014, Chapter 165., p.1847—1855.

[27] The structure of affine algebraic monoids in terms of kernel data, Fields Institute Communications, 71(2014), 119—140.

[28] (with Y. Pan) On balancing between optimal and proportional predictions, Big Data and Information Analytics 1(2016), 129-137

[29] (with Q. Qiu) Forward supervised discretization for multivariate with categorical responses, Big Data and Information Analytics 1(2016), 217-225

[30] (with X. Li and Y. Pan) Increase statistical reliability without losing predictive power by merging classes and adding variables, Big Data and Information Analytics 1(2016), 341-347..

[31] (with Y. Shi and X. Wang) A nominal association matrix and feature selection for categorical data, Communications In Statistics –Theory and Methods 46(2017), 7798—7819.

[32] (with Y. Pan and L. Zheng) Proportional Association Based RoI Model, Big Data and Information Analytics, to appear.

[33] (with J. Li) Affinely spanned quasi-stochastic algebraic

Monoids, International J. Algebra and Computation, to appear.

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