2010 MassEstimationandItsApplication

• (Ting et al., 2010) ⇒ Kai Ming Ting, Guang-Tong Zhou, Fei Tony Liu, and James Swee Chuan Tan. (2010). “Mass Estimation and Its Applications.” In: Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010). doi:10.1145/1835804.1835929

Subject Headings:

Cited By

• http://scholar.google.com/scholar?q=%22Mass+estimation+and+its+applications%22+2010
• http://portal.acm.org/citation.cfm?id=1835929&preflayout=flat#citedby

Quotes

Abstract

This paper introduces mass estimation -- a base modelling mechanism in data mining. It provides the theoretical basis of mass and an efficient method to estimate mass. We show that it solves problems very effectively in tasks such as information retrieval, regression and anomaly detection. The models, which use mass in these three tasks, perform at least as good as and often better than a total of eight state-of-the-art methods in terms of task-specific performance measures. In addition, mass estimation has constant time and space complexities.

References

,

	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2010 MassEstimationandItsApplication	Kai Ming Ting Guang-Tong Zhou Fei Tony Liu James Swee Chuan Tan			Mass Estimation and Its Applications		KDD-2010 Proceedings		10.1145/1835804.1835929		2010