Classification - the ubiquitous challenge: proceedings of the 28th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Dortmund, March 9 - 11, 2004 ; with 108 tables
Gespeichert in:
| Format: | Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2005
|
| Schriftenreihe: | Studies in classification, data analysis and knowledge organization
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Literaturangaben |
| Beschreibung: | XX, 704 S. Ill., graph. Darst., Kt. |
| ISBN: | 3540256776 |
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| 245 | 1 | 0 | |a Classification - the ubiquitous challenge |b proceedings of the 28th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Dortmund, March 9 - 11, 2004 ; with 108 tables |c Claus Weihs ... (Ed.) |
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Contents
Part I. (Semi-) Plenary Presentations
Classification and Data Mining in Musicology
Jan Beran
Bayesian Mixed Membership Models for Soft Clustering and
Classification
Elena A. Erosheva, Stephen E. Fienberg
Predicting Protein Secondary Structure with Markov Models.
Paul Fischer, Simon Larsen,
Milestones in the History of Data Visualization: A Case Study
in Statistical Historiography
Michael Friendly
Quantitative Text Typology: The Impact of Word Length
Peter
Cluster Ensembles
Kurt
Bootstrap Confidence Intervals for Three-way Component
Methods
Henk A.L.
Organising the Knowledge Space for Software Components
Claus Pahl
Multimedia Pattern Recognition in Soccer Video Using Time
Intervals
Cees
Quantitative Assessment of the Responsibility for the Disease
Load in a Population
Wolfgang
XIV Contents
Part II. Classification and Data Analysis
Classification
Bootstrapping Latent Class Models
José G.
Dimensionality of Random Subspaces
Eugeniusz Gatnar
Two-stage Classification with Automatic Feature Selection for
an Industrial Application
Sören Hader,
Bagging, Boosting and Ordinal Classification
Klaus Hechenbichler, Gerhard Tutz
A Method for Visual Cluster Validation
Christian Hennig
Empirical Comparison of Boosting Algorithms
Riadh Khanchel,
Iterative Majorization Approach to the Distance-based
Discriminant Analysis
Serhiy Kosinov,
An Extension of the CHAID Tree-based Segmentation
Algorithm to Multiple Dependent Variables
Jay Magidson,
Expectation of Random Sets and the 'Mean Values' of Interval
Data
Ole
Experimental Design for Variable Selection in Data Bases
Constanze Pumplün, Claus Weihs,
KMC/EDAM: A New Approach for the Visualization of
K-Means Clustering Results
M/s Raabe, Karsten Luebke, Claus Weihs
Contents
Clustering of Variables with Missing Data: Application to
Preference Studies
Karin
Kunert
Binary On-line Classification Based on Temporally Integrated
Information
Christin Schäfer,
Different Subspace Classification
Gero Szepannek, Karsten Luebke
Density Estimation and Visualization for Data Containing
Clusters of Unknown Structure
Alfred Ultsch
Hierarchical Mixture Models for Nested Data Structures
Jeroen K.
Data Analysis
Iterative Proportional Scaling Based on a Robust Start
Estimator
Claudia Becker
Exploring Multivariate Data Structures with Local Principal
Curves
Jochen
A Three-way Multidimensional Scaling Approach to the
Analysis of Judgments About Persons
Sabine Krolak-Schwerdt
Discovering Temporal Knowledge in Multivariate Time Series
Fabian
A New Framework for Multidimensional Data Analysis
Shizuhiko Nishisato
External Analysis of Two-mode Three-way Asymmetric
Multidimensional Scaling
Akinori Okada, Tadashi Imaizumi
The Relevance Vector Machine Under Covariate
Measurement Error
David
XVI Contents
Part
Archaeology
A Contribution to the History of Seriation in Archaeology
Peter
Model-based Cluster Analysis of Roman Bricks and Tiles from
Worms and Rheinzabern
Hans-Joachim
Astronomy
Astronomical Object Classification and Parameter Estimation
with the
Coryn A.L. Bailer-Jones
Design of Astronomical Filter Systems for Stellar
Classification Using Evolutionary Algorithms
Coryn A.L. Bailer-Jones
Bio-Sciences
Analyzing Microarray Data with the Generative Topographic
Mapping Approach
Isabelle
Test
Joachim Krauth
Data Mining in Protein Binding Cavities
Katrin
Classification of In Vivo Magnetic Resonance Spectra
Björn
Heinz-Peter Schlemmer,
Modifying
-
Holger Schwender
Improving the Identification of Differentially Expressed Genes
in cDNA Microarray Experiments
Alfred Ultsch
Contents XVII
PhyNav: A Novel Approach to Reconstruct Large
Phylogenies
Le
Electronic Data and Web
NewsRec, a Personal Recommendation System for News
Websites
Christian Bomhardt, Wolfgang Gaul
Clustering of Large Document Sets with Restricted Random
Walks on Usage Histories
Markus Franke, Anke Thede
Fuzzy Two-mode Clustering vs. Collaborative Filtering
Volker Schlecht,
Web Mining and Online Visibility
Nadine
Analysis of Recommender System Usage by Multidimensional
Scaling
Patrick Thoma, Wolfgang Gaul
Finance and Insurance
On a Combination of Convex Risk Minimization Methods
Andreas
Credit Scoring Using Global and Local Statistical Models
Alexandra
Informative Patterns for Credit Scoring Using Linear SVM
Ralf
Application of Support Vector Machines in a Life Assurance
Environment
Sarei J.
Continuous Market Risk Budgeting in Financial Institutions
Mario
Smooth Correlation Estimation with Application to
Portfolio Credit Risk
Rafael
XVIII Contents
Library Science
How Many Lexical-semantic Relations are Necessary?
Dariusch
Automated Detection of Morphemes Using Distributional
Measurements
Christoph
Classification of Author and/or Genre? The Impact of Word
Length
Emmerich Keith, Gordana Antic, Peter
Some Historical Remarks on Library Classification
Introduction to the Science of Library Classification
Bernd Lorenz
Automatic Validation of Hierarchical Cluster Analysis with
Application in Dialectometry
Hans-Joachim
Discovering the Senses of an Ambiguous Word by Clustering
its Local Contexts
Reinhard Rapp
Document Management and the Development of Information
Spaces
Ulfert Rist
Macro-Economics
Stochastic Ranking and the Volatility "Croissant":
A Sensitivity Analysis of Economic Rankings
Helmut Berrer, Christian
Importance Assessment of Correlated Predictors in Business
Cycles Classification
Daniel
Economic Freedom in the 25-Member European Union:
Insights Using Classification Tools
Clifford W. Sell
Marketing
Intercultural Consumer Classifications in E-Commerce
Hans H. Bauer, Marcus M. Neumann, Prank Huber
Contents XIX
Reservation
Christoph
Estimating Reservation Prices for Product Bundles Based on
Paired Comparison Data
Bernd Stauß,
Music Science
Classification of Perceived Musical Intervals
Jobst P. Fricke
In Search of Variables Distinguishing Low and High Achievers
in a Music Sight Reading Task
Reinhard Kopiez, Claus Weihs, Uwe
Automatic Feature Extraction from Large Time Series
Ingo Mierswa
Identification of Musical Instruments by Means of the
Hough-Transformation
Christian Rover, Frank
Support Vector Machines for Bass and Snare Drum
Recognition
Dirk Van Steelant,
Baets, Marc
Register Classification by Timbre
Claus Weihs, Christoph Reuter, Uwe Ligges
Quality Assurance
Classification of Processes by the Lyapunov Exponent
Anja
Desirability to Characterize Process Capability
Jutta Jessenberger, Claus Weihs
Application and Use of Multivariate Control Charts in a BTA
Deep Hole Drilling Process
Amor Messaoud,
Determination
Amplitudes of Harmonic Processes
Winfried
XX
Part IV. Contest: Social Milieus in Dortmund
Introduction to the Contest "Social Milieus in Dortmund"
Ernst-
Application of a Genetic Algorithm to Variable Selection in
Fuzzy Clustering
Christian
Annealed fc-Means Clustering and Decision Trees
Christin Schäfer,
Correspondence Clustering of Dortmund City Districts
Stefanie Scheid
Keywords
Authors |
| adam_txt |
Contents
Part I. (Semi-) Plenary Presentations
Classification and Data Mining in Musicology
Jan Beran
Bayesian Mixed Membership Models for Soft Clustering and
Classification
Elena A. Erosheva, Stephen E. Fienberg
Predicting Protein Secondary Structure with Markov Models.
Paul Fischer, Simon Larsen,
Milestones in the History of Data Visualization: A Case Study
in Statistical Historiography
Michael Friendly
Quantitative Text Typology: The Impact of Word Length
Peter
Cluster Ensembles
Kurt
Bootstrap Confidence Intervals for Three-way Component
Methods
Henk A.L.
Organising the Knowledge Space for Software Components
Claus Pahl
Multimedia Pattern Recognition in Soccer Video Using Time
Intervals
Cees
Quantitative Assessment of the Responsibility for the Disease
Load in a Population
Wolfgang
XIV Contents
Part II. Classification and Data Analysis
Classification
Bootstrapping Latent Class Models
José G.
Dimensionality of Random Subspaces
Eugeniusz Gatnar
Two-stage Classification with Automatic Feature Selection for
an Industrial Application
Sören Hader,
Bagging, Boosting and Ordinal Classification
Klaus Hechenbichler, Gerhard Tutz
A Method for Visual Cluster Validation
Christian Hennig
Empirical Comparison of Boosting Algorithms
Riadh Khanchel,
Iterative Majorization Approach to the Distance-based
Discriminant Analysis
Serhiy Kosinov,
An Extension of the CHAID Tree-based Segmentation
Algorithm to Multiple Dependent Variables
Jay Magidson,
Expectation of Random Sets and the 'Mean Values' of Interval
Data
Ole
Experimental Design for Variable Selection in Data Bases
Constanze Pumplün, Claus Weihs,
KMC/EDAM: A New Approach for the Visualization of
K-Means Clustering Results
M/s Raabe, Karsten Luebke, Claus Weihs
Contents
Clustering of Variables with Missing Data: Application to
Preference Studies
Karin
Kunert
Binary On-line Classification Based on Temporally Integrated
Information
Christin Schäfer,
Different Subspace Classification
Gero Szepannek, Karsten Luebke
Density Estimation and Visualization for Data Containing
Clusters of Unknown Structure
Alfred Ultsch
Hierarchical Mixture Models for Nested Data Structures
Jeroen K.
Data Analysis
Iterative Proportional Scaling Based on a Robust Start
Estimator
Claudia Becker
Exploring Multivariate Data Structures with Local Principal
Curves
Jochen
A Three-way Multidimensional Scaling Approach to the
Analysis of Judgments About Persons
Sabine Krolak-Schwerdt
Discovering Temporal Knowledge in Multivariate Time Series
Fabian
A New Framework for Multidimensional Data Analysis
Shizuhiko Nishisato
External Analysis of Two-mode Three-way Asymmetric
Multidimensional Scaling
Akinori Okada, Tadashi Imaizumi
The Relevance Vector Machine Under Covariate
Measurement Error
David
XVI Contents
Part
Archaeology
A Contribution to the History of Seriation in Archaeology
Peter
Model-based Cluster Analysis of Roman Bricks and Tiles from
Worms and Rheinzabern
Hans-Joachim
Astronomy
Astronomical Object Classification and Parameter Estimation
with the
Coryn A.L. Bailer-Jones
Design of Astronomical Filter Systems for Stellar
Classification Using Evolutionary Algorithms
Coryn A.L. Bailer-Jones
Bio-Sciences
Analyzing Microarray Data with the Generative Topographic
Mapping Approach
Isabelle
Test
Joachim Krauth
Data Mining in Protein Binding Cavities
Katrin
Classification of In Vivo Magnetic Resonance Spectra
Björn
Heinz-Peter Schlemmer,
Modifying
-
Holger Schwender
Improving the Identification of Differentially Expressed Genes
in cDNA Microarray Experiments
Alfred Ultsch
Contents XVII
PhyNav: A Novel Approach to Reconstruct Large
Phylogenies
Le
Electronic Data and Web
NewsRec, a Personal Recommendation System for News
Websites
Christian Bomhardt, Wolfgang Gaul
Clustering of Large Document Sets with Restricted Random
Walks on Usage Histories
Markus Franke, Anke Thede
Fuzzy Two-mode Clustering vs. Collaborative Filtering
Volker Schlecht,
Web Mining and Online Visibility
Nadine
Analysis of Recommender System Usage by Multidimensional
Scaling
Patrick Thoma, Wolfgang Gaul
Finance and Insurance
On a Combination of Convex Risk Minimization Methods
Andreas
Credit Scoring Using Global and Local Statistical Models
Alexandra
Informative Patterns for Credit Scoring Using Linear SVM
Ralf
Application of Support Vector Machines in a Life Assurance
Environment
Sarei J.
Continuous Market Risk Budgeting in Financial Institutions
Mario
Smooth Correlation Estimation with Application to
Portfolio Credit Risk
Rafael
XVIII Contents
Library Science
How Many Lexical-semantic Relations are Necessary?
Dariusch
Automated Detection of Morphemes Using Distributional
Measurements
Christoph
Classification of Author and/or Genre? The Impact of Word
Length
Emmerich Keith, Gordana Antic, Peter
Some Historical Remarks on Library Classification
Introduction to the Science of Library Classification
Bernd Lorenz
Automatic Validation of Hierarchical Cluster Analysis with
Application in Dialectometry
Hans-Joachim
Discovering the Senses of an Ambiguous Word by Clustering
its Local Contexts
Reinhard Rapp
Document Management and the Development of Information
Spaces
Ulfert Rist
Macro-Economics
Stochastic Ranking and the Volatility "Croissant":
A Sensitivity Analysis of Economic Rankings
Helmut Berrer, Christian
Importance Assessment of Correlated Predictors in Business
Cycles Classification
Daniel
Economic Freedom in the 25-Member European Union:
Insights Using Classification Tools
Clifford W. Sell
Marketing
Intercultural Consumer Classifications in E-Commerce
Hans H. Bauer, Marcus M. Neumann, Prank Huber
Contents XIX
Reservation
Christoph
Estimating Reservation Prices for Product Bundles Based on
Paired Comparison Data
Bernd Stauß,
Music Science
Classification of Perceived Musical Intervals
Jobst P. Fricke
In Search of Variables Distinguishing Low and High Achievers
in a Music Sight Reading Task
Reinhard Kopiez, Claus Weihs, Uwe
Automatic Feature Extraction from Large Time Series
Ingo Mierswa
Identification of Musical Instruments by Means of the
Hough-Transformation
Christian Rover, Frank
Support Vector Machines for Bass and Snare Drum
Recognition
Dirk Van Steelant,
Baets, Marc
Register Classification by Timbre
Claus Weihs, Christoph Reuter, Uwe Ligges
Quality Assurance
Classification of Processes by the Lyapunov Exponent
Anja
Desirability to Characterize Process Capability
Jutta Jessenberger, Claus Weihs
Application and Use of Multivariate Control Charts in a BTA
Deep Hole Drilling Process
Amor Messaoud,
Determination
Amplitudes of Harmonic Processes
Winfried
XX
Part IV. Contest: Social Milieus in Dortmund
Introduction to the Contest "Social Milieus in Dortmund"
Ernst-
Application of a Genetic Algorithm to Variable Selection in
Fuzzy Clustering
Christian
Annealed fc-Means Clustering and Decision Trees
Christin Schäfer,
Correspondence Clustering of Dortmund City Districts
Stefanie Scheid
Keywords
Authors |
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| record_format | marc |
| series2 | Studies in classification, data analysis and knowledge organization |
| spelling | Classification - the ubiquitous challenge proceedings of the 28th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Dortmund, March 9 - 11, 2004 ; with 108 tables Claus Weihs ... (Ed.) Berlin [u.a.] Springer 2005 XX, 704 S. Ill., graph. Darst., Kt. txt rdacontent n rdamedia nc rdacarrier Studies in classification, data analysis and knowledge organization Literaturangaben Statistik Classification Congresses Data mining Congresses Information storage and retrieval systems Congresses Statistics Congresses Klassifikation (DE-588)4030958-7 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2004 Dortmund gnd-content Klassifikation (DE-588)4030958-7 s DE-604 Weihs, Claus Sonstige oth Gesellschaft für Klassifikation Sonstige (DE-588)81419-2 oth Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=014600239&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Classification - the ubiquitous challenge proceedings of the 28th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Dortmund, March 9 - 11, 2004 ; with 108 tables Statistik Classification Congresses Data mining Congresses Information storage and retrieval systems Congresses Statistics Congresses Klassifikation (DE-588)4030958-7 gnd |
| subject_GND | (DE-588)4030958-7 (DE-588)1071861417 |
| title | Classification - the ubiquitous challenge proceedings of the 28th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Dortmund, March 9 - 11, 2004 ; with 108 tables |
| title_auth | Classification - the ubiquitous challenge proceedings of the 28th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Dortmund, March 9 - 11, 2004 ; with 108 tables |
| title_exact_search | Classification - the ubiquitous challenge proceedings of the 28th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Dortmund, March 9 - 11, 2004 ; with 108 tables |
| title_exact_search_txtP | Classification - the ubiquitous challenge proceedings of the 28th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Dortmund, March 9 - 11, 2004 ; with 108 tables |
| title_full | Classification - the ubiquitous challenge proceedings of the 28th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Dortmund, March 9 - 11, 2004 ; with 108 tables Claus Weihs ... (Ed.) |
| title_fullStr | Classification - the ubiquitous challenge proceedings of the 28th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Dortmund, March 9 - 11, 2004 ; with 108 tables Claus Weihs ... (Ed.) |
| title_full_unstemmed | Classification - the ubiquitous challenge proceedings of the 28th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Dortmund, March 9 - 11, 2004 ; with 108 tables Claus Weihs ... (Ed.) |
| title_short | Classification - the ubiquitous challenge |
| title_sort | classification the ubiquitous challenge proceedings of the 28th annual conference of the gesellschaft fur klassifikation e v university of dortmund march 9 11 2004 with 108 tables |
| title_sub | proceedings of the 28th Annual Conference of the Gesellschaft für Klassifikation e.V., University of Dortmund, March 9 - 11, 2004 ; with 108 tables |
| topic | Statistik Classification Congresses Data mining Congresses Information storage and retrieval systems Congresses Statistics Congresses Klassifikation (DE-588)4030958-7 gnd |
| topic_facet | Statistik Classification Congresses Data mining Congresses Information storage and retrieval systems Congresses Statistics Congresses Klassifikation Konferenzschrift 2004 Dortmund |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=014600239&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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