Identifying and Alleviating Concept Drift in Streaming Tensor Decomposition

Author:

Pasricha Ravdeep,Gujral Ekta,Papalexakis Evangelos E.

Publisher

Springer International Publishing

Reference16 articles.

1. Bader, B., Harshman, R., Kolda, T.: Analysis of latent relationships in semantic graphs using DEDICOM. In: Workshop for Algorithms on Modern Massive Data Sets (2006)

2. Bader, B.W., Kolda, T.G., et al.: MATLAB Tensor Toolbox Version 2.6, February 2015. http://www.sandia.gov/~tgkolda/TensorToolbox/

3. Bifet, A., Gama, J., Pechenizkiy, M., Zliobaite, I.: Handling concept drift: importance, challenges and solutions. PAKDD-2011 Tutorial, Shenzhen, China (2011)

4. Blondel, V.D., Guillaume, J.L., Lambiotte, R., Lefebvre, E.: Fast unfolding of communities in large networks. J. Stat. Mech. Theory Exp. 2008(10), P10008 (2008)

5. Lecture Notes in Computer Science;EE Papalexakis,2012

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. Online Canonical Polyadic Decomposition: Application of Fluorescence Tensors with Nonnegative Orthogonality and Sparse Constraint;Optimization Algorithms - Classics and Recent Advances;2024-07-10

2. Scale-variant structural feature construction of EEG stream via component-increased Dynamic Tensor Decomposition;Knowledge-Based Systems;2024-06

3. Incremental algorithms for truncated higher-order singular value decompositions;BIT Numerical Mathematics;2024-01-08

4. Fast and Accurate Dual-Way Streaming PARAFAC2 for Irregular Tensors - Algorithm and Application;Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2023-08-04

5. Streaming Generalized Canonical Polyadic Tensor Decompositions;Proceedings of the Platform for Advanced Scientific Computing Conference;2023-06-26

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