Page 346 - 《软件学报》2024年第6期

2922 软件学报 2024 年第 35 卷第 6 期

[22] Vuković N, Petrović M, Miljković Z. A comprehensive experimental evaluation of orthogonal polynomial expanded random vector
functional link neural networks for regression. Applied Soft Computing, 2018, 70: 1083–1096. [doi: 10.1016/j.asoc.2017.10.010]
[23] Ren Y, Suganthan PN, Srikanth N, Amaratunga G. Random vector functional link network for short-term electricity load demand
forecasting. Information Sciences, 2016, 367–368: 1078–1093. [doi: 10.1016/j.ins.2015.11.039]
[24] Igelnik B, Pao YH. Stochastic choice of basis functions in adaptive function approximation and the functional-link net. IEEE Trans. on
Neural Networks, 1995, 6(6): 1320–1329. [doi: 10.1109/72.471375]
[25] Buckley JJ, Hayashi Y, Czogała E. On the equivalence of neural nets and fuzzy expert systems. Fuzzy Sets and Systems, 1993, 53(2):
129–134. [doi: 10.1016/0165-0114(93)90167-G]
[26] Jang JSR, Sun CT. Functional equivalence between radial basis function networks and fuzzy inference systems. IEEE Trans. on Neural
Networks, 1993, 4(1): 156–159. [doi: 10.1109/72.182710]
[27] Benítez JM, Castro JL, Requena I. Are artificial neural networks black boxes? IEEE Trans. on Neural Networks, 1997, 8(5): 1156–1164.
[doi: 10.1109/72.623216]
[28] Zhang D, Bai XL, Cai KY. Extended neuro-fuzzy models of multilayer perceptrons. Fuzzy Sets and Systems, 2004, 142(2): 221–242.
[doi: 10.1016/S0165-0114(03)00244-6]
[29] Chung FL, Wang ST, Deng ZH, Hu DW. CATSMLP: Toward a robust and interpretable multilayer perceptron with Sigmoid activation
龙茂森(2000－), 男, 博士生, 主要研究领域为人
functions. IEEE Trans. on Systems, Man, and Cybernetics, Part B (Cybernetics), 2006, 36(6): 1319–1331. [doi: 10.1109/TSMCB.2006.
875871]
[30] Magdalena L. Fuzzy rule-based systems. In: Kacprzyk J, Pedrycz W, eds. Springer Handbook of Computational Intelligence. Berlin,
Heidelberg: Springer, 2015. 203–218. [doi: 10.1007/978-3-662-43505-2_13]
[31] Zhou T, Deng ZH, Jiang YZ, Wang ST. Multi-module TSK fuzzy system based on training space reconstruction. Ruan Jian Xue
Bao/Journal of Software, 2020, 31(11): 3506−3518 (in Chinese with English abstract). http://www.jos.org.cn/1000-9825/5846.htm [doi:
10.13328/j.cnki.jos.005846]
[32] Zhou T, Deng ZH, Jiang YZ, Wang ST. Fuzzy classification method for small-and medium-scale datasets. Ruan Jian Xue Bao/Journal of
Software, 2019, 30(12): 3637−3650 (in Chinese with English abstract). http://www.jos.org.cn/1000-9825/5590.htm [doi: 10.13328/j.cnki.
jos.005590]
[33] Blake C. UCI repository of machine learning databases. 1998. https://archive.ics.uci.edu/ml/datasets.php
[34] Alcalá-Fdez J, Fernández A, Luengo J, Derrac J, García S, Sánchez L, Herrera F. Keel data-mining software tool: Data set repository,
integration of algorithms and experimental analysis framework. Journal of Multiple-valued Logic & Soft Computing, 2010, 17(2):
255–287.
[35] Hoerl AE, Kennard RW. Ridge regression: Biased estimation for nonorthogonal problems. Technometrics, 1970, 12(1): 55–67. [doi: 10.
1080/00401706.1970.10488634]
[36] Demšar J. Statistical comparisons of classifiers over multiple data sets. The Journal of Machine Learning Research, 2006, 7: 1–30.

附中文参考文献:
[31] 周塔, 邓赵红, 蒋亦樟, 王士同. 基于训练空间重构的多模块TSK模糊系统. 软件学报, 2020, 31(11): 3506−3518. http://www.jos.org.
cn/1000-9825/5846.htm [doi: 10.13328/j.cnki.jos.005846]
[32] 周塔, 邓赵红, 蒋亦樟, 王士同. 一种面向中小规模数据集的模糊分类方法. 软件学报, 2019, 30(12): 3637−3650. http://www.jos.org.
cn/1000-9825/5590.htm [doi: 10.13328/j.cnki.jos.005590]

王士同(1964－), 男, 教授, 博士生导师, CCF 专
工智能, 模式识别. 业会员, 主要研究领域为模式识别, 人工智能.