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TitleClassification, Data Analysis, and Data Highways [electronic resource] : Proceedings of the 21st Annual Conference of the Gesellschaft fรผr Klassifikation e.V., University of Potsdam, March 12-14, 1997 / edited by Ingo Balderjahn, Rudolf Mathar, Martin Schader
ImprintBerlin, Heidelberg : Springer Berlin Heidelberg, 1998
Connect tohttp://dx.doi.org/10.1007/978-3-642-72087-1
Descript IX, 414 p. 25 illus. online resource

CONTENT

1: Classification and Data Analysis -- Entropy Optimizing Methods for the Estimation of Tables -- Automatic Spectral Classification -- An Approach to Modelling Directional and Betweenness Data -- The Application of Random Coincidence Graphs for Testing the Homogeneity of Data -- City-Block Scaling: Smoothing Strategies for Avoiding Local Minima -- Probability Models and Limit Theorems for Random Interval Graphs with Applications to Cluster Analysis -- Labor Supply Decisions in Germany A Semiparametric Regression Analysis -- A Multiplicative Approach to Partitioning the Risk of Disease -- Multiple Media Stream Data Analysis: Theory and Applications -- Multimedia Data Analysis using ImageTcl -- Robust Bivariate Boxplots and Visualization of Multivariate Data -- Unsupervised Fuzzy Classification of Multispectral Imagery Using Spatial-Spectral Features -- 2: Mathematical and Statistical Methods -- Some News about C.A.MAN Computer Assisted Analysis of Mixtures -- Mathematical Aspects of the Feature Pattern Analysis -- A Note on the Off-Block-Diagonal Approximation of the Burt Matrix as Applied in Joint Correspondence Analysis -- A New Look at the Visual Performance of Nonparametric Hazard Rate Estimators -- Multilevel Modeling: When and Why -- Upper Bounds for the P-Values of a Scan Statistic with a Variable Window -- A Branch-and-bound Algorithm for Boolean Regression -- Mathematical Classification and Clustering: From How to What and Why -- Heteroskedastic Linear Regression Models โ{128}{148} A Bayesian Analysis -- A Heuristic Partial-Least-Squares Approach to Estimating Dynamic Path Models -- 3: World Wide Web and the Internet -- Using Logic for the Specification of Hypermedia Documents -- Project TeleTeaching Mannheim โ{128}{148} Heidelberg -- WWW-Access to Relational Databases -- Technology, Data, Relevancy: A Culture-Theoretical Look at the Internet -- Self-Organizing Maps of Very Large Document Collections: Justification for the WEBSOM Method -- Segment-Specific Aspects of Designing Online Services in the Internet -- Design of World Wide Web Information Systems -- Large WWW Systems: New Phenomena, Problems and Solutions -- Structured Visualization of Search Result List -- 4: Speech and Pattern Recognition -- Application of Discriminative Methods for Isolated Word Recognition -- Statistical Classifiers in Computer Vision -- Speech Signal Classification with Hybrid Systems -- Stochastic Modelling of Knowledge Sources in Automatic Speech Recognition -- Classification of Speech Pattern Using Locally Recurrent Neural Networks -- 5: Knowledge and Databases -- Information Gathering for Vague Queries Using Case Retrieval Nets -- Characterizing Bibliographic Databases by Content an Experimental Approach -- Medoc Searching Heterogeneous Bibliographic and Text Databases -- Supervised Learning with Qualitative and Mixed Attributes -- 6: Marketing -- A Comparison of Traditional Segmentation Methods with Segmentation Based upon Artificial Neural Networks by Means of Conjoint Data from a Monte-Carlo-Simulation -- Classification of Pricing Strategies in a Competitive Environment -- Predicting the Amount of Purchase by a Procedure Using Multidimensional Scaling: An Application to Scanner Data on Beer -- Author and Subject Index


Data structures (Computer science) Computers Statistics Economic theory Econometrics Economics Econometrics Economic Theory/Quantitative Economics/Mathematical Methods Statistics for Business/Economics/Mathematical Finance/Insurance Data Structures Information Systems and Communication Service



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