Efficiently Determining the Starting Sample Size for Progressive Sampling-Reference-Cited by-同舟云学术

Efficiently Determining the Starting Sample Size for Progressive Sampling

Published:2001 Issue: Volume: Page:192-202
ISSN:0302-9743
Container-title:Machine Learning: ECML 2001
language:
Short-container-title:

Author:

Gu Baohua,Liu Bing,Hu Feifang,Liu Huan

Publisher

Springer Berlin Heidelberg

Link

http://link.springer.com/content/pdf/10.1007/3-540-44795-4_17

Reference21 articles.

1. S. D. Bay. The UCI KDD Archive [ http://kdd.ics.uci.edu ], 1999.

2. M. S. Chen, J. W. Han, and P. S. Yu. Data Mining: An Overview from a Database Perspective. IEEE Transactions on Knowledge and Data Engineering, 1996.

3. C. Domingo, R. Gavalda and O. Watanabe. Adaptive Sampling Methods for Scaling Up Knowledge Discovery Algorithms. Book Chapter in “Instance Selection and Construction for Data Mining”, Edited by H. Liu and H. Motoda. Kluwer Academic Publishers, 2001.

4. L. J. Frey, and D. H. Fisher. Modeling Decision Tree Performance With the Power Law. The 7th Workshop on AI and Stat (Uncertainty’1999).

5. V. Ganti, J. Gehrke, R. Ramakrishnan, and W. Y. Loh. A Framework for measuring Changes in Data Characteristics. In Proceedings of PODS’1999.

Cited by 8 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. Tailorable Sampling for Progressive Visual Analytics;IEEE Transactions on Visualization and Computer Graphics;2023

2. Progressive sampling-based Bayesian optimization for efficient and automatic machine learning model selection;Health Information Science and Systems;2017-09-27

3. A review of automatic selection methods for machine learning algorithms and hyper-parameter values;Network Modeling Analysis in Health Informatics and Bioinformatics;2016-05-23

4. MLBCD: a machine learning tool for big clinical data;Health Information Science and Systems;2015-09-28

5. Learning management knowledge for manufacturing systems in the early stages using time series data;European Journal of Operational Research;2008-01