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On information and distance measures, error bounds, and feature selection. (English) Zbl 0333.94007


MSC:

94A15 Information theory (general)
94-02 Research exposition (monographs, survey articles) pertaining to information and communication theory
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[1] Kanal, L., Patterns in pattern recognition: 1968-1974, IEEE Trans. Inf. Theory, IT-20, No. 6, 697-722 (November 1974)
[2] Vajda, I., Bounds of the minimal error probability on checking a finite or countable number of hypotheses, Inf. Transmission Prob., 4, 9-19 (1968)
[3] Vajda, I., Note on discrimination information and variation, IEEE Trans. Inf. Theory, IT-16, 771-773 (November 1970)
[4] Devijver, P. A., On a new class of bounds on Bayes risk in multiphypothesis pattern recognition, IEEE Trans. Computers, C-23, 70-80 (January 1974)
[5] Devijver, P. A., The generalized Bayesian distance, Report R232 (October 1974)
[6] Kullback, S., Information Theory and Statistics (1968), Dover Publications: Dover Publications Washington, D. C. · Zbl 0149.37901
[7] Swain, P. H.; Robertson, T. V.; Wacker, A. G., Comparison of the divergence and \(B\)-distance in feature selection, (Information Note 020871 (February 1971), Laboratory for Applications of Remote Sensing, Purdue University: Laboratory for Applications of Remote Sensing, Purdue University New York)
[8] Swain, P. H.; King, R. C., Two effective feature selection criteria for multispectral remote sensing, (Proceedings of the First International Joint Conference on Pattern Recognition. Proceedings of the First International Joint Conference on Pattern Recognition, Washington, D.C.. Proceedings of the First International Joint Conference on Pattern Recognition. Proceedings of the First International Joint Conference on Pattern Recognition, Washington, D.C., IEEE Catalog No. 73 CHO 821-9C (October 30-November 1, 1973))
[9] Kailath, T., The divergence and Bhattacharyya distance measures in signal selection, IEEE Trans. Commun. Tech., COM-15, 52-60 (February 1967)
[10] Toussaint, G. T., Feature evaluation criteria and contextual decoding algorithms in statistical pattern recognition, (Ph.D. dissertation (1972), University of British Columbia: University of British Columbia Lafayette, Indiana)
[11] Lissack, T.; Fu, K. S., A separability measure for feature selection and error estimation in pattern recognition (May 1972), Purdue University: Purdue University Vancouver, Canada, TR EE 72-15
[12] Ito, T., Approximate error bounds in pattern recognition, (Machine Intelligence, Vol. 7 (1972), Edinburgh University Press), 276-369 · Zbl 0258.68057
[13] Csiszar, I., Information-type distance measures and indirect observations, Stud. Sci. Math. Hungar., 2, 299-318 (1967) · Zbl 0157.25802
[14] Csiszar, I., A class of measures of informativity of observation channels, (M.I.T., E.E. Department Seminar (May 1971)), unpublished report, also presented at · Zbl 0247.94018
[15] Vajda, I., \(χ^α\) divergence and generalized Fisher’s information, (Transactions of the Sixth Prague Conference on Information Theory, Statistical Decision Functions Random Process, 1971. Transactions of the Sixth Prague Conference on Information Theory, Statistical Decision Functions Random Process, 1971, Academia (1973), publishing house of the Czechslovak Academy of Sciences: publishing house of the Czechslovak Academy of Sciences Edinburgh) · Zbl 0297.62003
[16] Chen, C. H., Statistical Pattern Recognition (1973), Hayden Book Co.: Hayden Book Co. Prague, Chapter 4
[17] Toussaint, G. T., On the divergence between two distributions and the probability of misclassification of several decision rules, (Proceedings of the Second International Joint Conference on Pattern Recognition. Proceedings of the Second International Joint Conference on Pattern Recognition, Copenhagen, Denmark (August 1974))
[18] Chen, C. H., On a class of computationally efficient feature selection criteria, Pattern Recognition, Vol. 7, No. 1, 87-94 (June 1975)
[19] Vajda, I., A contribution to the informational analysis of pattern, (Watanabe, S., Methodologies of Pattern Recognition (1969), Academic Press: Academic Press Rochelle Park, New Jersey)
[20] Lainiotis, D. G.; Park, S. K., Probability of error bounds, IEEE Trans. Systems, Man, and Cybern, SMC-1, No. 2, 175-178 (April 1971)
[21] Chandrasekaran, B.; Jain, A. K., Distance functions for independent measurements and finite sample size, (Proceedings of the Second International Conference on Pattern Recognition. Proceedings of the Second International Conference on Pattern Recognition, Copenhagen, Denmark (August 1974)) · Zbl 0511.62067
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