Automated cataloging and analysis of sky survey image databases

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Automated cataloging and analysis of sky survey image databases: the SKICAT system

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Conference on Information and Knowledge Management archive
Proceedings of the second international conference on Information and knowledge management table of contents

Washington, D.C., United States

Pages: 527 - 536

Year of Publication: 1993

ISBN:0-89791-626-3

Authors

Usama M. Fayyad	AI Group M/S 525-3660, Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA
Nicholas Weir	Palomar Observatory, M/S 105-24, California Institute of Technology, Pasadena, CA
S. Djorgovski	Palomar Observatory, M/S 105-24, California Institute of Technology, Pasadena, CA

Sponsors

Inst Soc for Comp & Applic : Inst Soc for Comp & Applic
SIGART: ACM Special Interest Group on Artificial Intelligence
SIGIR: ACM Special Interest Group on Information Retrieval

Publisher

ACM New York, NY, USA

Bibliometrics

Downloads (6 Weeks): 6, Downloads (12 Months): 34, Citation Count: 0

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references index terms collaborative colleagues peer to peer

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REFERENCES

Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.

	Brei84	Breiman, L., Friedman, J.H., Olshen, R.A., and Stone, C.J. (1984). Classification and Regression Trees. Monterey, CA: Wadsworth & B rooks.
	Chee88	Cheeseman, P., Self, M., Kelly, J., Taylor, W. Freeman, D. and Stutz, J. (1988) "Bayesian Classification." Proceedings of the Seventh National Conference on Artificial Intelligence AAAI-88, pp. 607-6611, Saint Paul, MN.
	Chen90	Cheng, J., Fayyad, U.M., Irani, K.B. and Qian, Z. (1990) "Applications of machine learning techniques in semiconductor manufacturing." Proceedings of the SPIE Conference on Applications of Artificial Intelligence VIII. pp. 956-965, Orlando, F1.
	Feig81	Feigenbaum, E.A. (1981) "Expert systems in the 1980s." In Bond, A. (Ed.) State of The Art Report on Machine Intelligence. Maidenhead: Pergamon-Infotech.
	Fayy90	Fayyad, U.M. and Irani, K.B. (1990). "What should be minimized in a decision tree?" Proceedings of Eighth National Conference on Artificial Intelligence AAAI-90, Boston, MA.
	Fayy91a	Usama Mohammad Fayyad, On the induction of decision trees for multiple concept learning, University of Michigan, Ann Arbor, MI, 1992
	Fayy92a	Usama M. Fayyad , Keki B. Irani, On the Handling of Continuous-Valued Attributes in Decision Tree Generation, Machine Learning, v.8 n.1, p.87-102, Jan. 1992 [doi>10.1023/A:1022638503176]
	Fayy92b	Fayyad, U.M. and Irani, K.B. (1992) "The attribute selection problem in decision tree generation_" Proc~ding~ of th~ T~nth National Conference on Artificial Intelligence, AAAI-92. San Jose, CA.
	Fayy92c	Fayyad, U.M. & Irani K. B. (1992) "Machine learning algorithm (GID3*) for automated knowledge acquisition: Improvements and extensions." General Motors Research Labs, Tech. Report GMR-7592, Warren, MI.
	Fayy93	Fayyad, U.M. and Irani, K.B. (1993) "Multiinterval discretization of continuous-valued attributes for classification learning." Proc. of the 13th International Joint Conference on Artificial Intelligence IJCAi-93. Chambery, France.
	Finn63	Finney, D.J., Latscha, R., Bennett, B.M., and Hsu, P. (1963). Tables for Testing Significance in a 2x2 Contingency Table. Cambridge: Cambridge University Press.
	Hert91	John Hertz , Anders Krogh , Richard G. Palmer, Introduction to the theory of neural computation, Addison-Wesley Longman Publishing Co., Inc., Boston, MA, 1991
	Jarv81	Jarvis, J. and Tyson, A. (1981) Astronomical Journal 86:41.
	Quin86	J. R. Quinlan, Induction of Decision Trees, Machine Learning, v.1 n.1, p.81-106 [doi>10.1023/A:1022643204877]
	Quin90	J. R. Quinlan, Probabilistic decision trees, Machine learning: an artificial intelligence approach volume III, Morgan Kaufmann Publishers Inc., San Francisco, CA, 1990
	Vald82	Valdes (1982) Instrumentation in Astronomy IV, SPIE vol. 331, no. 465.
	Weir92	Weir, N. Djorgovski, S.G., Fayyad, U. et al (1992) "SKICAT: A system for the scientific analysis of the Palomar-STScI Digital Sky Survey." Proc. of Astronomy from Large databases H, p. 509, Munich, Germany: European Southern Observatory.

INDEX TERMS

Primary Classification:
I. Computing Methodologies
I.4 IMAGE PROCESSING AND COMPUTER VISION

Additional Classification:
H. Information Systems
H.2 DATABASE MANAGEMENT

I. Computing Methodologies
I.5 PATTERN RECOGNITION
I.5.2 Design Methodology
Subjects: Classifier design and evaluation; Pattern analysis

General Terms:
Design, Management, Performance, Reliability, Theory, Verification

Collaborative Colleagues:

Usama M. Fayyad: colleagues

Nicholas Weir: colleagues

S. Djorgovski: colleagues

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