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Part I. Discrimination and Clustering |
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A New Agglomerative 2-3 Hierarchical Clustering Algorithm |
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3 | (8) |
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Symbolic Classifier with Convex Hull Based Dissimilarity Function |
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11 | (8) |
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Francisco de A.T. de Carvalho |
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Simith T. D'Oliveira Junior |
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Two-Mode Cluster Analysis via Hierarchical Bayes |
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19 | (11) |
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On Application of a Certain Classification Procedure to Mean Value Estimation Under Double Sampling for Nonresponse |
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30 | (8) |
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Regression Clustering with Redescending M-Estimators |
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38 | (8) |
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ClusCorr98 - Adaptive Clustering, Multivariate Visualization, and Validation of Results |
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46 | (8) |
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Stratification Before Discriminant Analysis: A Must? |
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54 | (8) |
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An Exchange Algorithm for Two-Mode Cluster Analysis |
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62 | (7) |
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Model-Based Cluster Analysis Applied to Flow Cytometry Data |
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69 | (8) |
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On Stratification Using Auxiliary Variables and Discriminant Method |
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77 | (4) |
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Measuring Distances Between Variables by Mutual Information |
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81 | (10) |
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Pareto Density Estimation: A Density Estimation for Knowledge Discovery |
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91 | (12) |
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Part II. Probability Models and Statistical Methods |
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Modelling the Claim Count with Poisson Regression and Negative Binomial Regression |
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103 | (8) |
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Chemical Balance Weighing Design with Different Variances of Errors |
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111 | (9) |
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Combination of Regression Trees and Logistic Regression to Analyse Animal Management and Disease Data |
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120 | (8) |
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Robustness of ML Estimators of Location-Scale Mixtures |
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128 | (10) |
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On the Modification of the David-Hellwig Test |
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138 | (8) |
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Simultaneous Selection of Variables and Smoothing Parameters in Additive Models |
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146 | (8) |
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Multiple Change Points and Alternating Segments in Binary Trials with Dependence |
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154 | (11) |
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Outlier Identification Rules for Generalized Linear Models |
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165 | (8) |
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Dynamic Clustering with Non-Quadratic Adaptive Distances for Interval-Type Data |
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173 | (8) |
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Francisco de A. T. de Carvalho |
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Partial Moments and Negative Moments in Ordering Asymmetric Distributions |
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181 | (10) |
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Part III. Pattern Recognition and Computational Learning |
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Classification of Method Fragments Using a Reference Meta Model |
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191 | (8) |
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Finding Metabolic Pathways in Decision Forests |
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199 | (8) |
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Randomization in Aggregated Classification Trees |
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207 | (10) |
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Data Mining -- The Polish Experience |
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217 | (7) |
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Extracting Continuous Relevant Features |
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224 | (15) |
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Individual Rationality Versus Group Rationality in Statistical Modelling Issues |
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239 | (10) |
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Mining Promising Qualification Patterns |
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249 | (10) |
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Part IV. Time Series Analysis |
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Partial Correlation Graphs and Dynamic Latent Variables for Physiological Time Series |
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259 | (8) |
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Bootstrap Resampling Tests for Quantized Time Series |
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267 | (8) |
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Imputation Strategies for Missing Data in Environmental Time Series for an Unlucky Situation |
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275 | (8) |
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Prediction of Notes from Vocal Time Series: An Overview |
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283 | (12) |
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Parsimonious Segmentation of Time Series by Potts Models |
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295 | (10) |
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Part V. Marketing, Retailing, and Marketing Research |
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Application of Discrete Choice Methods in Consumer Preference Analysis |
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305 | (8) |
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Competition Analysis in Marketing Using Rank Ordered Data |
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313 | (9) |
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Handling Missing Values in Marketing Research Using SOM |
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322 | (8) |
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Applicability of Customer Churn Forecasts in a Non-Contractual Setting |
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330 | (8) |
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A Gravity-Based Multidimensional Unfolding Model for Preference Data |
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338 | (8) |
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Customer Relationship Management in the Telecommunications and Utilities Markets |
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346 | (9) |
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Strengths and Weaknesses of Support Vector Machines Within Marketing Data Analysis |
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355 | (8) |
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Classification of Career-Lifestyle Patterns of Women |
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363 | (8) |
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Joint Space Model for Multidimensional Scaling of Two-Mode Three-Way Asymmetric Proximities |
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371 | (8) |
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Structural Model of Product Meaning Using Means-End Approach |
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379 | (9) |
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The Concept of Chains as a Tool for MSA Contributing to the International Market Segmentation |
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388 | (8) |
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Statistical Analysis of Innovative Activity |
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396 | (10) |
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The Prospects of Electronic Commerce: The Case of the Food Industry |
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406 | (13) |
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Part VI. Finance, Capital Markets, and Risk Management |
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Macroeconomic Factors and Stock Returns in Germany |
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419 | (8) |
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Application of Classification Methods to the Evaluation of Polish Insurance Companies |
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427 | (8) |
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Analytic Hierarchy Process -- Applications in Banking |
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435 | (11) |
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Tail Dependence in Multivariate Data -- Review of Some Problems |
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446 | (8) |
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The Stock Market Performance of German Family Firms |
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454 | (7) |
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Testing of Warrants Market Efficiency on the Warsaw Stock Exchange -- Classical Approach |
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461 | (10) |
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Group Opinion Structure: The Ideal Structures, their Relevance, and Effective Use |
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471 | (11) |
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Volatility Forecasts and Value at Risk Evaluation for the MSCI North America Index |
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482 | (8) |
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Selected Methods of Credibility Theory and its Application to Calculating Insurance Premium in Heterogeneous Insurance Portfolios |
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490 | (8) |
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Support Vector Machines for Credit Scoring: Extension to Non Standard Cases |
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498 | (8) |
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Discovery of Risk-Return Efficient Structures in Middle-Market Credit Portfolios |
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506 | (9) |
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Approximation of Distributions of Treasury Bill Yields and Interbank Rates by Means of α-stable and Hyperbolic Distributions |
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515 | (8) |
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Stability of Selected Linear Ranking Methods -- An Attempt of Evaluation for the Polish Stock Market |
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523 | (12) |
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Part VII. Production, Logistics, and Controlling |
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A Two-Phase Grammar-Based Genetic Algorithm for a Workshop Scheduling Problem |
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535 | (9) |
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Classification and Representation of Suppliers Using Principle Component Analysis |
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544 | (8) |
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A Knowledge Based Approach for Holistic Decision Support in Manufacturing Systems |
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552 | (7) |
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Intelligent Fashion Interfaces -- Questions to New Challenges of Classifying |
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559 | (8) |
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Full Factorial Design, Taguchi Design or Genetic Algorithms -- Teaching Different Approaches to Design of Experiments |
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567 | (10) |
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Part VIII. Medicine and Health Services |
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Requirement-Driven Assessment of Restructuring Measures in Hospitals |
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577 | (8) |
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Analyzing Protein Data with the Generative Topographic Mapping Approach |
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585 | (8) |
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How Can Data from German Cancer Registries Be Used for Research Purposes? |
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593 | (6) |
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Probabilistic Record Linkage of Anonymous Cancer Registry Records |
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599 | (6) |
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An Empirical Study Evaluating the Organization and Costs of Hospital Management |
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605 | (8) |
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| Index |
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613 | |
Lisainfo e-raamatute kohta