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International Journal of Computational Intelligence Systems Volume 7, 2014 - Issue 3
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Original Articles

Feature selection for monotonic classification via maximizing monotonic dependency

Weiwei PanHarbin Institute of Technology, Harbin150001, China. E-mail: [email protected]
,
Qinghua HuHarbin Institute of Technology, Harbin150001, China. E-mail: [email protected]
,
Yanping SongHarbin Institute of Technology, Harbin150001, China. E-mail: [email protected]
&
Daren YuHarbin Institute of Technology, Harbin150001, China. E-mail: [email protected]
Pages 543-555 | Received 11 May 2012, Accepted 25 Oct 2013, Published online: 27 Nov 2013

Citations (9)

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Read on this site (1)

Javier García, Adnan M. AlBar, Naif R. Aljohani, José-Ramón Cano & Salvador García. (2016) Hyperrectangles Selection for Monotonic Classification by Using Evolutionary Algorithms. International Journal of Computational Intelligence Systems 9:1, pages 184-201.
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Articles from other publishers (8)

Binbin Sang, Weihua Xu, Hongmei Chen & Tianrui Li. (2023) Active Antinoise Fuzzy Dominance Rough Feature Selection Using Adaptive K -Nearest Neighbors . IEEE Transactions on Fuzzy Systems 31:11, pages 3944-3958.
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Chuan Luo, Hong Pi, Tianrui Li, Hongmei Chen & Yanyong Huang. (2022) Novel fuzzy rank discrimination measures for monotonic ordinal feature selection. Knowledge-Based Systems 240, pages 108178.
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Sergio González, Salvador García, Sheng-Tun Li, Robert John & Francisco Herrera. (2021) Fuzzy k-nearest neighbors with monotonicity constraints: Moving towards the robustness of monotonic noise. Neurocomputing 439, pages 106-121.
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Sergey Grosman. (2020) Trainable monotone combiner. Neurocomputing 417, pages 86-105.
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José-Ramón Cano, Pedro Antonio Gutiérrez, Bartosz Krawczyk, Michał Woźniak & Salvador García. (2019) Monotonic classification: An overview on algorithms, performance measures and data sets. Neurocomputing 341, pages 168-182.
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Jesus Alcala-Fdez, Rafael Alcala, Sergio Gonzalez, Yusuke Nojima & Salvador Garcia. (2017) Evolutionary Fuzzy Rule-Based Methods for Monotonic Classification. IEEE Transactions on Fuzzy Systems 25:6, pages 1376-1390.
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Weiwei Pan & Huixin He. (2017) An ordinal rough set model based on fuzzy covering for fault level identification. Journal of Intelligent & Fuzzy Systems 33:5, pages 2979-2985.
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Weiwei PAN & Qinhua HU. (2016) An Improved Feature Selection Algorithm for Ordinal Classification. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences E99.A:12, pages 2266-2274.
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