A Model Management Platform for Industry 4.0 – Enabling Management of Machine Learning Models in Manufacturing Environments
Author:
Publisher
Springer International Publishing
Link
https://link.springer.com/content/pdf/10.1007/978-3-030-53337-3_30
Reference18 articles.
1. Breck, E., Cai, S., Nielsen, E., Salib, M., Sculley, D.: The ML test score: a rubric for ML production readiness and technical debt reduction. In: 2018 IEEE International Conference on Big Data (Big Data), pp. 1123–1132. IEEE (2017)
2. Carlson, B.M., Schneider, L., Schuberth, S., et al.: Git large file storage. https://git-lfs.github.com/
3. Ding, J., Tarokh, V., Yang, Y.: Model selection techniques: an overview. IEEE Sig. Process. Mag. 35(6), 16–34 (2018)
4. Gama, J., Žliobaitė, I., Bifet, A., Pechenizkiy, M., Bouchachia, A.: A survey on concept drift adaptation. ACM Comput. Surv. 46(4), 44:1–44:37 (2014)
5. Gröger, C., Schwarz, H., Mitschang, B.: The deep data warehouse: link-based integration and enrichment of warehouse data and unstructured content. In: 2014 IEEE 18th International Enterprise Distributed Object Computing Conference, pp. 210–217. IEEE (2014)
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. Requirements for Machine Learning Methodology Software Tooling;Transactions on Computational Science and Computational Intelligence;2023-11-04
2. AssistML: an approach to manage, recommend and reuse ML solutions;International Journal of Data Science and Analytics;2023-07-17
3. Exploiting domain knowledge to address class imbalance and a heterogeneous feature space in multi-class classification;The VLDB Journal;2023-02-27
4. Data Is the New Oil–Sort of: A View on Why This Comparison Is Misleading and Its Implications for Modern Data Administration;Future Internet;2023-02-12
5. Benchmark of DNN Model Search at Deployment Time;34th International Conference on Scientific and Statistical Database Management;2022-07-06
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