A novel multi-strategy DE algorithm for parameter optimization in support vector machine-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

A novel multi-strategy DE algorithm for parameter optimization in support vector machine

Published:2019-09-05 Issue:3 Volume:54 Page:527-543
ISSN:0925-9902
Container-title:Journal of Intelligent Information Systems
language:en
Short-container-title:J Intell Inf Syst

Author:

Li Kangjing,Luo Jiaxiang,Hu Yueming,Li Shipeng

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Computer Networks and Communications,Hardware and Architecture,Information Systems,Software

Link

http://link.springer.com/content/pdf/10.1007/s10844-019-00573-w.pdf

Reference42 articles.

1. Adankon, M.M., & Cheriet, M. (2009). Model selection for the LS-SVM. Application to handwriting recognition. Pattern Recognition, 42(12), 3264–3270.

2. Ahmad, A.S., Hassan, M.Y., Abdullah, M.P., Rahman, H.A., Hussin, F., Abdullah, H., Saidur, R. (2014). A review on applications of ANN and SVM for building electrical energy consumption forecasting. Renewable and Sustainable Energy Reviews, 33, 102–109.

3. Alon, U., Barkai, N., Notterman, D.A., Gish, K., Ybarra, S., Mack, D., et al. (1999). Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays. Proceedings of the National Academy of Sciences of the United States of America, 96(12), 6745–6750.

4. Aydin, I., Karakose, M., Akin, E. (2011). A multi-objective artificial immune algorithm for parameter optimization in support vector machine. Applied Soft Computing, 11(1), 120–129.

5. Brest, J., Greiner, S., Boskovic, B., Mernik, M., Zumer, V. (2006). Self-adapting control parameters in differential evolution: A comparative study on numerical benchmark problems. IEEE Transactions on Evolutionary Computation, 10(6), 646–657.

Cited by 10 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. An interpretable model for sepsis prediction using multi-objective rule extraction;Journal of Intelligent Information Systems;2024-04-22

2. Establishing a Berry Sensory Evaluation Model Based on Machine Learning;Foods;2023-09-20

3. Research on Optimization of English Machine Translation Based on Association Rules Mining;2023 IEEE International Conference on Control, Electronics and Computer Technology (ICCECT);2023-04-28

4. Feature Selection and SVM Parameter Synchronous Optimization Based on a Hybrid Intelligent Optimization Algorithm;HUM-CENT COMPUT INFO;2023

5. Application of adaptive improved DE algorithm based on multi-angle search rotation crossover strategy in multi-circuit testing optimization;Journal of Intelligent Systems;2023-01-01

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号京ICP备18003416号-3