Utilization of singularity exponent in nearest neighbor based classifier

Author:

Jirina Marcel,Jirina Marcel

Publisher

Springer Science and Business Media LLC

Subject

Library and Information Sciences,Statistics, Probability and Uncertainty,Psychology (miscellaneous),Mathematics (miscellaneous)

Reference42 articles.

1. AGARWAL, S., GRAEPEL, T., HERBRICH, R., HAR-PELED, S., and ROTH, D. (2005), “Generalization Bounds for the Area Under the ROC Curve”, Journal of Machine Learning Research, 6, 393–425.

2. ASUNCION, A., and NEWMAN, D.J. (2007), UCI Machine Learning Repository, Irvine, CA: University of California, School of Information and Computer Science, cited January 26, 2008, available at http://www.ics.uci.edu/~mlearn/MLRepository.html .

3. BARABÁSI, A.-L., and STANLEY, H.E. (1995), Fractal Concepts in Surface Growth, New York: Cambridge University Press.

4. BELLMAN, R.E. (1961), Adaptive Control Processes, New Jersey: Princeton University Press.

5. BEYER, K., GOLDSTEIN, J., RAMAKRISHNAN, R., and SHAFT, U. (1999), “When is "Nearest Neighbor" Meaningful?” in Proceedings of the 7th International Conference on Database Theory, Jerusalem, Israel, pp. 217–235.

Cited by 4 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. The Distance Function Optimization for the Near Neighbors-Based Classifiers;ACM Transactions on Knowledge Discovery from Data;2022-07-30

2. Multiclass Classification Based on Multi-criteria Decision-making;Journal of Classification;2019-04

3. Fusing Vantage Point Trees and Linear Discriminants for Fast Feature Classification;Journal of Classification;2017-03-20

4. Classification Using the Zipfian Kernel;Journal of Classification;2015-04-12

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