Metalearning and Algorithm Selection: progress, state of the art and introduction to the 2018 Special Issue

Author:

Brazdil Pavel,Giraud-Carrier Christophe

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Software

Reference32 articles.

1. Bardenet, R., Brendel, M., Kégl, B., & Sebag, M. (2013). Collaborative hyperparameter tuning. In Proceedings of the thirtieth international conference on machine learning, pp. 199–2017.

2. Bennett, J., & Lanning, S. (2007). The netflix prize. In Proceedings of KDD Cup and Workshop.

3. Bernstein, A., & Provost, F. (2001). An intelligent assistant for the knowledge discovery process. In Proceedings of the IJCAI-01 workshop on wrappers for performance enhancement in KDD.

4. Bernstein, A., Provost, F., & Hill, S. (2005). Toward intelligent assistance for a data mining process: An ontology-based approach for cost-sensitive classification. IEEE Transactions on Knowledge and Data Engineering, 17(4), 503–518.

5. Brazdil, P., Giraud-Carrier, C., Soares, C., & Vilalta, R. (2009). Metalearning: Applications to Data Mining. Berlin: Springer.

Cited by 26 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. Meta-learning from learning curves for budget-limited algorithm selection;Pattern Recognition Letters;2024-09

2. Research on optimization of key thermal parameters of the secondary loop of PWR based on improved BP neural network;Annals of Nuclear Energy;2024-07

3. An experimental approach to designing grouping genetic algorithms;Swarm and Evolutionary Computation;2024-04

4. AutonoML: Towards an Integrated Framework for Autonomous Machine Learning;Foundations and Trends® in Machine Learning;2024

5. Meta-Learning in Supervised Machine Learning;2022 14th International Conference on Software, Knowledge, Information Management and Applications (SKIMA);2022-12-02

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