Wavelet density estimators over data streams

Proceedings of the ACM Symposium on Applied Computing

Volumn 1, Issue , 2005, Pages 578-579

  Heinz, Christoph ^a   Seeger, Bernhard ^a  

^a PHILIPPS UNIVERSITY MARBURG   (Germany)

Author keywords

Data Streams; Density Estimation; Wavelets

Indexed keywords

COMPUTATIONAL METHODS; DATA REDUCTION; ONLINE SYSTEMS; PARAMETER ESTIMATION;

DATA STREAMS; DENSITY ESTIMATION;

WAVELET TRANSFORMS;

EID: 33644499121     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1066677.1066811     Document Type: Conference Paper

References (5)

1. B. Babcock, S. Babu, M. Datar, R. Motwani, and J. Widom. Models and Issues in Data Stream Systems. In Symp. on Principles of Database Systems, 2002.
2. B. Blohsfeld, C. Heinz, and B. Seeger. Maintaining Nonparametric Estimators over Data Streams. Technical Report No. 39, Philipps-University Marburg, 2004.
3. P. Domingos and G. Hulten. A general framework for mining massive data streams. Journal of Computational and Graphical Statistics, 2003.
4. D. W. Scott. Multivariate Density Estimation. Theory, Practice, and Visualization. John Wiley & Sons, New York, 1992.
5. B. Vidakovic. Statistical Modeling by Wavelets. John Wiley & Sons, New York, 1999.