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Title: Parallel object-oriented data mining system

Abstract

A data mining system uncovers patterns, associations, anomalies and other statistically significant structures in data. Data files are read and displayed. Objects in the data files are identified. Relevant features for the objects are extracted. Patterns among the objects are recognized based upon the features. Data from the Faint Images of the Radio Sky at Twenty Centimeters (FIRST) sky survey was used to search for bent doubles. This test was conducted on data from the Very Large Array in New Mexico which seeks to locate a special type of quasar (radio-emitting stellar object) called bent doubles. The FIRST survey has generated more than 32,000 images of the sky to date. Each image is 7.1 megabytes, yielding more than 100 gigabytes of image data in the entire data set.

Inventors:
;
Issue Date:
Research Org.:
Univ. of California, Oakland, CA (United States)
Sponsoring Org.:
USDOE
OSTI Identifier:
1174671
Patent Number(s):
6675164
Application Number:
09/877,685
Assignee:
The Regents of the University of California (Oakland, CA)
Patent Classifications (CPCs):
G - PHYSICS G06 - COMPUTING G06F - ELECTRIC DIGITAL DATA PROCESSING
Y - NEW / CROSS SECTIONAL TECHNOLOGIES Y10 - TECHNICAL SUBJECTS COVERED BY FORMER USPC Y10S - TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
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DOE Contract Number:  
W-7405-ENG-48
Resource Type:
Patent
Country of Publication:
United States
Language:
English
Subject:
97 MATHEMATICS AND COMPUTING

Citation Formats

Kamath, Chandrika, and Cantu-Paz, Erick. Parallel object-oriented data mining system. United States: N. p., 2004. Web.
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Kamath, Chandrika, & Cantu-Paz, Erick. Parallel object-oriented data mining system. United States.
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Kamath, Chandrika, and Cantu-Paz, Erick. Tue . "Parallel object-oriented data mining system". United States. https://www.osti.gov/servlets/purl/1174671.
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@article{osti_1174671,
title = {Parallel object-oriented data mining system},
author = {Kamath, Chandrika and Cantu-Paz, Erick},
abstractNote = {A data mining system uncovers patterns, associations, anomalies and other statistically significant structures in data. Data files are read and displayed. Objects in the data files are identified. Relevant features for the objects are extracted. Patterns among the objects are recognized based upon the features. Data from the Faint Images of the Radio Sky at Twenty Centimeters (FIRST) sky survey was used to search for bent doubles. This test was conducted on data from the Very Large Array in New Mexico which seeks to locate a special type of quasar (radio-emitting stellar object) called bent doubles. The FIRST survey has generated more than 32,000 images of the sky to date. Each image is 7.1 megabytes, yielding more than 100 gigabytes of image data in the entire data set.},
doi = {},
journal = {},
number = ,
volume = ,
place = {United States},
year = {2004},
month = {1}
}
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Works referenced in this record:

Design and implementation of a parallel object-oriented image processing toolkit
conference, October 2000

  • Kamath, Chandrika; Baldwin, Chuck H.; Fodor, Imola K.
  • International Symposium on Optical Science and Technology, SPIE Proceedings
  • https://doi.org/10.1117/12.403590

MLC++: a machine learning library in C++
conference, January 1994

WaveShrink: shrinkage functions and thresholds
conference, September 1995

  • Bruce, Andrew G.; Gao, Hong-Ye
  • SPIE's 1995 International Symposium on Optical Science, Engineering, and Instrumentation, SPIE Proceedings
  • https://doi.org/10.1117/12.217582

On reconfiguring query execution plans in distributed object-relational DBMS
conference, January 1998

  • Ng, K. W.; Wang, Zhenghao; Muntz, R. R.
  • ICPADS'98 - International Conference on Parallel and Distributed Systems, Proceedings 1998 International Conference on Parallel and Distributed Systems (Cat. No.98TB100250)
  • https://doi.org/10.1109/ICPADS.1998.741020

A System for Induction of Oblique Decision Trees
journal, August 1994

Adaptive wavelet thresholding for image denoising and compression
journal, January 2000

Ideal spatial adaptation by wavelet shrinkage
journal, September 1994

ScalParC: a new scalable and efficient parallel classification algorithm for mining large datasets
conference, January 1998

  • Joshi, M. V.; Karypis, G.; Kumar, V.
  • Proceedings of the First Merged International Parallel Processing Symposium and Symposium on Parallel and Distributed Processing
  • https://doi.org/10.1109/IPPS.1998.669983
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