Une analyse bibliographique des épreuves de classifiabilité en analyse des données

Perruchet, Christophe

Statistique et analyse des données, Tome 8 (1983) no. 2, pp. 18-41

Adams E.N. : Consensus techniques and the comparison of taxonomic trees Syst. Zool., 1972, 2 1, 390-397.

Bailey, T.A. : Cluster validity and intrinsic dimensionality. Thesis, Michigan State Univ., Dep. of Computer Science, East Lanning, 1978.

Bailey T.A. & Dubes R : Cluster validity profiles. Patt. Recogn., 1982, 15, 2, 61-83. | MR

Baker F.B. : Stability of two hierarchical grouping techniques. Case 1 : sensitivity to data errors. J. Am. Stat. Assoc., 1974, 69, 346, 440 - 445.

Baker F.B. & Hubert L.J. : Measuring the power of hierarchical cluster analysis. J. Am. Stat. Assoc., 1975, 70, 349, 31-38. | Zbl

Baker F.B. & Hubert L.J. : A graph theoretic approach to goodness of fit in complete-link hierarchical clustering. J. Am. Stat. Assoc., 1976, 71, 870-878. | Zbl

Bartlett M. : The spectral analysis of two-dimensional point processes. Biometrika, 1964, 51, 299-311. | Zbl | MR

Baker F.B. : Sensitivity of the complete-link clustering technique to missing individuals. J. Educ Stat. 1978, 3, 233-252.

Bayne C.K., Beauchamp J.J., Begovich C.L. & Kane V.E. : Monte-Carlo comparisons of selected clustering methods. Patt. Recogn., 12, 2, 51-62, 1980. | Zbl

Benzecri J.P. : L'Analyse des Données (Tome 1). Dunod, 1980. | Zbl

Besag J. & Diggle P.J. : Simple Monte Carlo tests for spatial pattern. Appl. Stat., 1977, 26, 327-333.

Blashfield R.K. : Mixture model tests of cluster analysis : accuracy of four agglomerative hierarchical methods. Psychol. Bull., 1976, 83, 377-388.

Blashfield R.K. & Aldenderfer M. : Cluster analysis literature on validation. Abstract in Classif. Soc. Bull., 1978, 4, 2, 30, and unpublished paper.

Bock H.H. : Statistische modelle und bayessche verfahren zur bestimmung einer unbekannten klassifikation normalverteilter zufäiliger vektoren. Metrika, 1972, 18, 120-132. | Zbl | MR

Bock H.H. : On tests concerning the existence of a classification. Analyse de Données et Informatique, IRIA, 1977, 177-195.

Bastin C., Benzecri J.P., Bourgarit C., Cazes P. : Pratique de l'Analyse des Données (Tome 2). Dunod, 1980. | Zbl

Carmichael J.W., George J.A. & Julius R.S. : Finding natural clusters. Syst. Zool., 1968, 8, 17, 144-150.

Chandrasekaran B., Jain A.K. : Independence, measurement complexity and classification performance. IEEE Trans. Syst. Man. Cybern, 1975, 5, 240-244, and 1977, 7 564-566. | Zbl

Christenson A., Read O.W. : Numerical Taxonomy, R-mode factor analysis and archeological classification. American Antiquity, 1977, 42, 163-179.

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Coleman R. : Random paths trough convex bodies. J. Appl. Prob., 1969, 6, 430-441. | Zbl | MR

Cormack R.M. : Classification : An overview. Analyse de Données & Informatique, INRIA-CCE, 1980, 125-147. | Zbl

Cressie N.A. : Testing for uniformity against a clustering alternative Thesis, 1975, Dep. of Stat., Princeton Univ. | MR

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Cunningham K.M. & Ogilvie J.C. : Evaluation of hierarchical grouping techniques : a preliminary study. The Comp. J., 1972, 15, 3, 209-213.

Davies D.L. & Bouldin D.W. : A cluster separation measure. IEEE Trans. PAMI, 1979, 1, 224-227.

Day W.H.E. : Validity of clusters formed by graph-theoretic cluster methods. Math. Biosc, 1977, 36, 299-317. | Zbl | MR

Diday E. et coll. : Optimisation en classification automatique (Tomes 1 et 2). INRIA, 1979. | Zbl

Diggle P.J. : On parameter estimation and goodness of fit testing for spatial point patterns. Biometrics, 1979, 35, 87-101. | Zbl

Dubes R. & Jain A.K. : Clustering techniques : the user's dilemna. Patt. Recogn, 1976, 8, 247-260.

Dubes R. & Jain A.K. : Validity studies in clustering methodologies. Patt. Recogn. 1979, 11, 235-254. | Zbl

Dubes R.C. & Smith S.P. : Stability of a hierarchical clustering. Patt. Recogn, 1980, 12, 177-187.

Dubes R., Jain A.K. : Clustering methodologies in exploratory data analysis. Adv. Comp., 1980, 19, 113-228.

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Engelman L. & Hartigan J.A. : Percentage points of a test for clusters. J. Am. Stat. Assoc., 1969, 64, 1647-1648.

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Farris J.S. : On the cophenetic correlation coefficient Syst. Zool., 1969, 18, 279-285.

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Fisher L. & Van Ness J.W. : Admissible clustering procedures. Biometrika, 1971, 58, 91-104. | Zbl | MR

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Frank O. : Inferences concerning cluster structures. COMPSTAT 1978, Physica-Verlag, 259-265.

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Goodall D.W. : A probabilistic similarity index. Nature, 1964, 203, 1098.

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Gower J.C. : Some distance properties of latent roots and vector methods used in multivanate analysis. Biometrika 1966, 53, 325-338. | Zbl | MR

Gower J.C. : A comparison of some methods of cluster analysis. Biometrics, 1967, 23, 623-637.

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Hafner R. : The asymptotic distribution of random clumps. Computing, 1972, 10, 335-351. | Zbl | MR

Hartigan J.A. : Representation of similarity matrices by trees. J. Am. Stat. Assoc., 1967, 62, 1140-1158. | MR

Hartigan J.A. : Distribution problems in clustering. In Classification and Clustering, J. Van Ryzin ed., Academic Press, 1977, 45-71. | MR

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Healy J.D. : The effects of misclassification error on the estimation of several population proportions. The Bell Syst. Tech. J., 1981, 60, 5. | Zbl | MR

Holgate P. : Tests of randomness based on distance methods. Biometrika, 1965, 52, 345-353. | MR

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Hubert L. & Schultz J. : Hierarchical clustering and the concept of space distortion. Br. J. Math. Stat. Psychol., 1975, 28, 121-133. | Zbl

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Hubert L. & Levin J.R. : A general statistical framework for assessing categorical clustering in free recall. Psychol. Bull., 1976, 83, 1072-1080.

Hubert L. & Levin J.R. : Evaluating object set partitions : free sort analysis and some generalisations. J. Verb. Learn. Verb. Behav., 1976, 15, 459-470.

Hubert L.J. & Baker F.B. : An empirical comparison of baseline models for goodness-of-fit in r-diameter hierarchical clustering. In Classification & Clustering, J. Van Ryzin ed., Academic Press, 1977, 131-153.

Huizinga D. : Are there any clusters ? The evaluation of numerically constructed typologies. Techn. Report 78-2, 1978, Behavioral Research Institute, Boulder, Colorado.

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Jain A.K. & Waller W.G. : On the optimal number of features in the classification of multivate gaussian data. Patt. Recogn., 1978, 10, 365-374. | Zbl

Jain A.K., Dubes R. : Feature definition in pattern recognition with small sample size. Patt. Recogn., 1978, 10, 85-97. | Zbl

Jambu M. : Classification automatique pour l'Analyse des Données (Tome 1). Dunod, 1976. | Zbl

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Johnston B., Bailey T. & Dubes R. : A variation on a non parametric clustering method. IEEE Trans. PAMI, 1979, 1, 4, 400-408.

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