Classification Pattern Recognition and Reduction of Dimensionality(Handbook of Statistics Vol.2) H xxii, 903 p. 86
Krishnaiah, P. R. 著
目次
Discriminant Analysis for Time Series (R.H. Shumway). Optimum Rules forClassification into Two Multivariate Normal Populations with the SameCovariance Matrix (S. D. Gupta). Large Sample Approximations and AsymptoticExpansions of Classification Statistics (M. Siotani). Bayesian Discrimination(S. Geisser). Classification of Growth Curves (J.C. Lee). NonparametricClassification (J.D. Broffitt). Logistic Discrimination (J.A. Anderson).Nearest Neighbor Methods in Discrimination (L. Devroye, T.J. Wagner). TheClassification and Mixture Maximum Likelihood Approaches to Cluster Analysis(G.J. McLachlan). Graphical Techniques for Multivariate Data and forClustering (J.M. Chambers, B. Kleiner). Cluster Analysis Software (R.K.Blashfield, M.S. Aldenderfer, L.C. Morey). Single-link Clustering Algorithms(F.J. Rohlf). Theory of Multidimensional Scaling (J. de Leeuw, W. Heiser).Multidimensional Scaling and its Applications (M. Wish, J.D. Carroll).Intrinsic Dimensionality Extraction (K. Fukunaga). Structural Methods inImage Analysis and Recognition (L.N. Kanal, B.A. Lambird, D. Lavine). ImageModels (N. Ahuja, A. Rosenfeld). Image Texture Survey (R.M. Haralick).Applications of Stochastic Languages (K.S. Fu). A Unifying Viewpoint onPattern Recognition (J.C. Simon, E. Backer, J. Sallentin). Logical Functionsin the Problems of Empirical Prediction (G.S. Lbov). Inference and DataTables with Missing Values (N.G. Zagoruiko, V.N. Yolkina). Recognition ofElectrocardiographic Patterns (J.H. van Bemmel). Waveform Parsing Systems(C.G. Stockman). Continuous Speech Recognition: Statistical Methods (F.Jelinek, R.L. Mercer, L.R. Bahl). Applications of Pattern Recognition inRadar (A. Grometstein, W.H. Schoendorf). White Blood Cell Recognition (E.S.Gelsema, G.H. Landeweerd). Pattern Recognition Techniques for Remote SensingApplications (P.H. Swain). Optical Character Recognition - Theory andPractice (G. Nagy). Computer and Statistical Considerations for Oil SpillIdentification (Y.T. Chien, T.J. Killeen). Pattern Recognition in Chemistry(B.R. Kowalski, S. Wold). Covariance Matrix Representation andObject-Predicate Symmetry (T. Kaminuma, S. Tomita, S. Watanabe). MultivariateMorphometrics (P.A. Reyment). Multivariate Analysis with Latent Variables(P.M. Bentler, D.G. Weeks). Use of Distance Measures, Information Measuresand Error Bounds in Feature Evaluation (M. Ben-Bassat). Topics in MeasurementSelection (J.M. Van Campenhout). Selection of Variables under UnivariateRegression Models (P.R. Krishnaiah). On the Selection of Variables underRegression Models using Krishnaiah's Finite Intersection Tests (J.L.Schmidhammer). Dimensionality and Sample Size Considerations in PatternRecognition Practice (A.K. Jain, B. Chandrasekaran). Selecting Variables inDiscriminant Analysis for Improving upon Classical Procedures (W. Schaafsma).Selection of Variables in Discriminant Analysis (P.R. Krishnaiah). Index.