Incorporating monotonic domain knowledge in support vector learning for data mining regression problems
Author:
Funder
Ministry of Science and Technology, Taiwan
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence,Software
Link
http://link.springer.com/content/pdf/10.1007/s00521-019-04661-4.pdf
Reference55 articles.
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2. Sinha AP, Zhao H (2008) Incorporating domain knowledge into data mining classifiers: an application in indirect lending. Decis Support Syst 46(1):287–299
3. Cao L (2010) Domain-driven data mining: challenges and prospects. IEEE Trans Knowl Data Eng 22(6):755–769
4. Eryarsoy E, Koehler GJ, Aytug H (2009) Using domain-specific knowledge in generalization error bounds for support vector machine learning. Decis Support Syst 46(2):481–491
5. Kotlowski W, Slowinski R (2013) On nonparametric ordinal classification with monotonicity constraints. IEEE Trans Knowl Data Eng 25(11):2576–2589
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