## Data Analysis: Scientific Modeling and Practical ApplicationWolfgang A. Gaul, Otto Opitz, Martin Schader "Data Analysis" in the broadest sense is the general term for a field of activities of ever-increasing importance in a time called the information age. It covers new areas with such trendy labels as, e.g., data mining or web mining as well as traditional directions emphazising, e.g., classification or knowledge organization. Leading researchers in data analysis have contributed to this volume and delivered papers on aspects ranging from scientific modeling to practical application. They have devoted their latest contributions to a book edited to honor a colleague and friend, Hans-Hermann Bock, who has been active in this field for nearly thirty years. |

### What people are saying - Write a review

We haven't found any reviews in the usual places.

### Contents

3 | |

16 | |

Classification and Clustering of Objects With Variants 41 | 40 |

Clustering and Classification Based on Expert Knowledge | 67 |

Unobserved Heterogeneity in Mean and Covariance | 80 |

Average Consensus in Numerical Taxonomy | 95 |

On a Framework for Dissimilarity Analysis 121 | 120 |

LeastSquares Ultrametric Tree Representations | 135 |

Intelligent Data Modeling Based | 272 |

Generalized Impulse Response Functions | 299 |

A New Geometrical Hypothesis for Partitioning | 313 |

An Algorithm for PositiveBreakdown Regression | 335 |

A Geometrical Relational Model for Data Analysis 359 | 358 |

Robust Clustering | 385 |

Frequent Generalized Subsequences | 429 |

A Next Generation Recommender System Based | 446 |

Testing for Antimodes | 169 |

A Classification of Bivariate Negative Binomial | 182 |

Robust Forecasting of Parametric Trend of Time Series | 197 |

Contiguity Analysis and Classification | 233 |

Applied Bayesian Data Analysis Using StateSpace Models | 259 |

Synergy in Drug Combinations 471 | 470 |

Statistics and Data Analysis in Market Risk Measurement | 487 |

Visualization of Multivariate Data by Scaling | 505 |

525 | |

### Other editions - View all

Data Analysis: Scientific Modeling and Practical Application Wolfgang Gaul,Otto Opitz,Martin Schader No preview available - 2012 |

Data Analysis: Scientific Modeling and Practical Application Wolfgang Gaul,Otto Opitz,Martin Schader No preview available - 2000 |

### Common terms and phrases

applied approach associated asymmetric automata B-splines Batagelj Bayesian bijection binary Bock captive import car segments classes classification classifying automaton cluster analysis coefficients computed conditional configuration convex convex function corresponding covariance matrix criterion Data Analysis data set defined denote density Diday dissimilarity distance distribution elements equivalent estimation Euclidean example Figure finite function given graph interactive evolutionary algorithms intervals labeled level change likelihood linear maximal maximum maximum likelihood mean measure method metric space minimal modes multidimensional scaling multivariate myVU negative binomial distributions NP-complete observations obtained optimal outliers parameters partition path phase space points Principal Component Principal Component Analysis probability problem procedure properties PRSOM quantization random regression relations representation respect risk robust sample sequences solution space statistical structure subset symbolic data symbolic objects Table Theorem three-way tion transformation ultrametric tree ultramine values variables variance vector