Advances in data analysis: proceedings of the 30th Annual Conference of The Gesellschaft für Klassifikation e.V., Freie Universität Berlin, March 8 - 10, 2006
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| Weitere Verfasser: | , |
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| Format: | Tagungsbericht Buch |
| Sprache: | English |
| Veröffentlicht: |
Berlin ; Heidelberg
Springer
[2007]
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| Schriftenreihe: | Studies in classification, data analysis and knowledge organization
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | xvi, 687 Seiten Illustrationen, Diagramme |
| ISBN: | 9783540709800 3540709800 |
Internformat
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| 245 | 1 | 0 | |a Advances in data analysis |b proceedings of the 30th Annual Conference of The Gesellschaft für Klassifikation e.V., Freie Universität Berlin, March 8 - 10, 2006 |c Reinhold Decker, Hans-J. Lenz, editors |
| 264 | 1 | |a Berlin ; Heidelberg |b Springer |c [2007] | |
| 264 | 4 | |c © 2007 | |
| 300 | |a xvi, 687 Seiten |b Illustrationen, Diagramme | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a Studies in classification, data analysis and knowledge organization | |
| 650 | 4 | |a Classification |v Congresses | |
| 650 | 4 | |a Cluster analysis |v Congresses | |
| 650 | 4 | |a Information storage and retrieval systems |v Congresses | |
| 650 | 4 | |a Mathematical statistics |v Congresses | |
| 650 | 0 | 7 | |a Data Mining |0 (DE-588)4428654-5 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Datenanalyse |0 (DE-588)4123037-1 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Klassifikation |0 (DE-588)4030958-7 |2 gnd |9 rswk-swf |
| 655 | 7 | |0 (DE-588)1071861417 |a Konferenzschrift |y 2006 |z Berlin |2 gnd-content | |
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| 700 | 1 | |a Decker, Reinhold |d 1960- |0 (DE-588)113619316 |4 edt | |
| 700 | 1 | |a Lenz, Hans-Joachim |0 (DE-588)1158033710 |4 edt | |
| 711 | 2 | |a Conference on Advances in Data Analysis |d 2006 |c Berlin |j Sonstige |0 (DE-588)10182023-9 |4 oth | |
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Datensatz im Suchindex
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Contents
Part I Clustering
Mixture Models for Classification
Gilles Celeux. 3
How to Choose the Number of Clusters: The Cramer
Multiplicity Solution
Adriana
Model Selection Criteria for Model-Based Clustering of
Categorical Time Series Data: A Monte Carlo Study
José G. Dias
Cluster Quality Indexes for Symbolic Classification
Examination
Andrzej Dudek
Semi-Supervised Clustering: Application to Image
Segmentation
Mário
A Method for Analyzing the Asymptotic Behavior of the
Walk Process in Restricted Random Walk Cluster Algorithm
Markus Franke,
Cluster and Select Approach to Classifier Fusion
Eugeniusz Gatnar
Random Intersection Graphs and Classification
Erhard Godehardt,
Optimized Alignment and Visualization of Clustering Results
Martin Hoffmann,
X
Finding Cliques in Directed Weighted Graphs Using Complex
Hermitian Adjacency Matrices
Bettina Hoser,
Text Clustering with String Kernels
Alexandres Karatzoglou, Ingo Feinerer . 91
Automatic
Information
Fabrizio
Typicality Degrees and Fuzzy Prototypes for Clustering
Marie-Jeanne Lesot, Rudolf
On Validation of Hierarchical Clustering
Hans-Joachim
Part II Classification
Rearranging Classified Items in Hierarchies Using
Categorization Uncertainty
Korinna Bade, Andreas
Localized Linear Discriminant Analysis
Irina Czogiel, Karsten Luebke, Marc Zentgraf, Claus Weihs.133
Calibrating Classifier Scores into Probabilities
Martin
Nonlinear Support Vector Machines Through Iterative
Majorization and I-Splines
Patrick
Deriving Consensus Rankings from Benchmarking
Experiments
Kurt
Classification of Contradiction Patterns
Heiko Müller, Ulf Leser, Johann-Christoph Freytag.171
Selecting SVM
Scoring
Klaus B. Schebesch, Ralf Stecking.179
Contents
Part III Data and Time Series Analysis
Simultaneous Selection of Variables and Smoothing
Parameters in Geoadditive Regression Models
Belitz, Stefan Lang
Modelling and Analysing Interval Data
Paula
Testing for Genuine Multimodality in Finite Mixture Models:
Application to Linear Regression Models
Bettina Grün, Friedrich Leisch .209
Happy Birthday to You, Mr. Wilcoxon!
Invariance, Semiparametric
Marc
Equivalent Number of Degrees of Freedom for Neural
Networks
Salvatore Ingrassia,
Model Choice for Panel Spatial Models: Crime Modeling in
Japan
Kazuhiko Kakarnu, Wolfgang Polasek, Hajime
A Boosting Approach to Generalized
Florian Leitenstorfer,
From
Nonlinear Detection of Spot Patterns in a Highly Varying
Background
Bjoern H.
Identifying and Exploiting Ultrametricity
Fionn Murtagh
Factor Analysis for Extraction of Structural Components and
Prediction in Time Series
Carsten
Classification of the U.S. Business Cycle by Dynamic Linear
Discriminant Analysis
Roland Schuhr
XII Contents
Examination of Several Results of Different Cluster Analyses
with a Separate View to Balancing the Economic and
Ecological Performance Potential of Towns and Cities
Nguyen Xuan Thinh, Martin Behnisch, Alfred Ultsch
Part IV Visualization and Scaling Methods
VOS: A
Objects
Nees Jan van
Multidimensional Scaling of Asymmetric Proximities with a
Dominance Point
Akinori Okada, Tadashi Imaizumi
Single Cluster Visualization to Optimize Air Traffic
Management
Prank Rehm, Prank Klawonn, Rudolf
Rescaling Proximity Matrix Using Entropy Analyzed by
INDSCAL
Šatoru
Part V Information Retrieval, Data and Web Mining
Canonical Forms for Frequent Graph Mining
Christian
Applying Clickstream Data Mining to
Crawler Detection and Containment Using ClickTips
Platform
Anália
Plagiarism Detection Without Reference Collections
Sven
Putting Successor Variety Stemming to Work
Benno
Collaborative Filtering Based on User Trends
Panagiotis Symeonidis, Alexandros Nanopoulos,
Papadopoulos, Yannis Manolopoulos
Investigating Unstructured Texts with Latent Semantic
Analysis
Pridolin Wild, Christina
Contents XIII
Part VI Marketing, Management Science and Economics
Heterogeneity in Preferences for Odd Prices
Bernhard
Classification of Reference Models
Robert
Adaptive Conjoint Analysis for Pricing Music Downloads
Christoph Breidert,
Improving the Probabilistic Modeling of Market Basket Data
Christian
Classification in Marketing Research by Means of
LEM2-generated
Reinhold
Pricing Energy in a Multi-Utility Market
Markus Franke,
Disproportionate Samples in Hierarchical
Analysis
Sebastian
Building on the Arules Infrastructure for Analyzing
Transaction Data with
Michael Hahsler, Kurt
Balanced Scorecard Simulator
Business Figures
Veit Koppen,
Integration
Tobias
Women's Occupational Mobility and Segregation in the
Labour Market: Asymmetric Multidimensional Scaling
Hki Nakai
Multilevel Dimensions of Consumer Relationships in the
Healthcare Service Market
Iga
XIV Contents
Data Mining in Higher
Karoline Schönbrunn, Andreas Hubert.489
Attribute
Manuel Stritt, Karen H.L. Tso, Lars Schmidt-Thieme.497
Part
On the Notions and Properties of Risk and Risk Aversion in
the Time Optimal Approach to Decision Making
Martin Bouzaima, Thomas Burkhardt
A Model of Rational Choice Among Distributions of Goal
Reaching Times
Thomas Burkhardt
On Goal Reaching Time Distributions Estimated from
Stock Index Investments
Thomas Burkhardt, Michael Haasis
Credit Risk of Collaterals: Examining the Systematic Linkage
between Insolvencies and Physical Assets in Germany
Marc Gürtler, Dirk Heithecker, Sven Olboeter.531
Foreign Exchange Trading with Support Vector Machines
Christian Ullrich,
The Influence of Specific Information on the Credit Risk
Level
Mirosław Wójciak, Aleksandra Wójcicka-Krenz
Part
Enhancing Bluejay with Scalability, Genome Comparison and
Microarray Visualization
Anguo Dong, Andrei
Taschuk, Paul M.K. Gordon,
Soh, Christoph
Discovering
SELDI-TOF Spectra
Christian
Joint
Data
Lennart
Contents
Unsupervised
(GO-UDTs) for the Interpretation of Microarray Data
Henning Redestig, Florian Sohler, Ralf Zimmer, Joachim Selbig .585
Part
Clustering of
Laurent Cicurel, Stephan Bloehdorn, Philipp Cimiano .595
Classifying German Questions According to Ontology-Based
Answer Types
Adriana
Dietrich Klakow
The Relationship of Word Length and Sentence Length; The
Inter-Textual Perspective
Peter
Comparing the Stability of Different Clustering Results of
Dialect Data
Edgar Haimerl, Hans-Joachim
Part-of-Speech Discovery by Clustering Contextual Features
Reinhard
Part X Statistical Musicology and Sound Classification
A Probabilistic Framework for Audio-Based Tonal Key and
Chord Recognition
Benoit
Using MCMC as a Stochastic Optimization Procedure for
Monophonie
Katrin
Vowel Classification by a Neurophysiologically Parameterized
Auditory Model
Gero
Schikowski,
XVI Contents
Part XI Archaeology
Uncovering the Internal Structure of the Roman Brick and
Tile Making in Frankfurt-Nied by Cluster Validation
Jens Dolata, Hans-Joachim
Where Did I See You Before.
A Holistic Method to Compare and Find Archaeological
Artifacts
Vincent Mom
Keywords
Author Index |
| adam_txt |
Contents
Part I Clustering
Mixture Models for Classification
Gilles Celeux. 3
How to Choose the Number of Clusters: The Cramer
Multiplicity Solution
Adriana
Model Selection Criteria for Model-Based Clustering of
Categorical Time Series Data: A Monte Carlo Study
José G. Dias
Cluster Quality Indexes for Symbolic Classification
Examination
Andrzej Dudek
Semi-Supervised Clustering: Application to Image
Segmentation
Mário
A Method for Analyzing the Asymptotic Behavior of the
Walk Process in Restricted Random Walk Cluster Algorithm
Markus Franke,
Cluster and Select Approach to Classifier Fusion
Eugeniusz Gatnar
Random Intersection Graphs and Classification
Erhard Godehardt,
Optimized Alignment and Visualization of Clustering Results
Martin Hoffmann,
X
Finding Cliques in Directed Weighted Graphs Using Complex
Hermitian Adjacency Matrices
Bettina Hoser,
Text Clustering with String Kernels
Alexandres Karatzoglou, Ingo Feinerer . 91
Automatic
Information
Fabrizio
Typicality Degrees and Fuzzy Prototypes for Clustering
Marie-Jeanne Lesot, Rudolf
On Validation of Hierarchical Clustering
Hans-Joachim
Part II Classification
Rearranging Classified Items in Hierarchies Using
Categorization Uncertainty
Korinna Bade, Andreas
Localized Linear Discriminant Analysis
Irina Czogiel, Karsten Luebke, Marc Zentgraf, Claus Weihs.133
Calibrating Classifier Scores into Probabilities
Martin
Nonlinear Support Vector Machines Through Iterative
Majorization and I-Splines
Patrick
Deriving Consensus Rankings from Benchmarking
Experiments
Kurt
Classification of Contradiction Patterns
Heiko Müller, Ulf Leser, Johann-Christoph Freytag.171
Selecting SVM
Scoring
Klaus B. Schebesch, Ralf Stecking.179
Contents
Part III Data and Time Series Analysis
Simultaneous Selection of Variables and Smoothing
Parameters in Geoadditive Regression Models
Belitz, Stefan Lang
Modelling and Analysing Interval Data
Paula
Testing for Genuine Multimodality in Finite Mixture Models:
Application to Linear Regression Models
Bettina Grün, Friedrich Leisch .209
Happy Birthday to You, Mr. Wilcoxon!
Invariance, Semiparametric
Marc
Equivalent Number of Degrees of Freedom for Neural
Networks
Salvatore Ingrassia,
Model Choice for Panel Spatial Models: Crime Modeling in
Japan
Kazuhiko Kakarnu, Wolfgang Polasek, Hajime
A Boosting Approach to Generalized
Florian Leitenstorfer,
From
Nonlinear Detection of Spot Patterns in a Highly Varying
Background
Bjoern H.
Identifying and Exploiting Ultrametricity
Fionn Murtagh
Factor Analysis for Extraction of Structural Components and
Prediction in Time Series
Carsten
Classification of the U.S. Business Cycle by Dynamic Linear
Discriminant Analysis
Roland Schuhr
XII Contents
Examination of Several Results of Different Cluster Analyses
with a Separate View to Balancing the Economic and
Ecological Performance Potential of Towns and Cities
Nguyen Xuan Thinh, Martin Behnisch, Alfred Ultsch
Part IV Visualization and Scaling Methods
VOS: A
Objects
Nees Jan van
Multidimensional Scaling of Asymmetric Proximities with a
Dominance Point
Akinori Okada, Tadashi Imaizumi
Single Cluster Visualization to Optimize Air Traffic
Management
Prank Rehm, Prank Klawonn, Rudolf
Rescaling Proximity Matrix Using Entropy Analyzed by
INDSCAL
Šatoru
Part V Information Retrieval, Data and Web Mining
Canonical Forms for Frequent Graph Mining
Christian
Applying Clickstream Data Mining to
Crawler Detection and Containment Using ClickTips
Platform
Anália
Plagiarism Detection Without Reference Collections
Sven
Putting Successor Variety Stemming to Work
Benno
Collaborative Filtering Based on User Trends
Panagiotis Symeonidis, Alexandros Nanopoulos,
Papadopoulos, Yannis Manolopoulos
Investigating Unstructured Texts with Latent Semantic
Analysis
Pridolin Wild, Christina
Contents XIII
Part VI Marketing, Management Science and Economics
Heterogeneity in Preferences for Odd Prices
Bernhard
Classification of Reference Models
Robert
Adaptive Conjoint Analysis for Pricing Music Downloads
Christoph Breidert,
Improving the Probabilistic Modeling of Market Basket Data
Christian
Classification in Marketing Research by Means of
LEM2-generated
Reinhold
Pricing Energy in a Multi-Utility Market
Markus Franke,
Disproportionate Samples in Hierarchical
Analysis
Sebastian
Building on the Arules Infrastructure for Analyzing
Transaction Data with
Michael Hahsler, Kurt
Balanced Scorecard Simulator
Business Figures
Veit Koppen,
Integration
Tobias
Women's Occupational Mobility and Segregation in the
Labour Market: Asymmetric Multidimensional Scaling
Hki Nakai
Multilevel Dimensions of Consumer Relationships in the
Healthcare Service Market
Iga
XIV Contents
Data Mining in Higher
Karoline Schönbrunn, Andreas Hubert.489
Attribute
Manuel Stritt, Karen H.L. Tso, Lars Schmidt-Thieme.497
Part
On the Notions and Properties of Risk and Risk Aversion in
the Time Optimal Approach to Decision Making
Martin Bouzaima, Thomas Burkhardt
A Model of Rational Choice Among Distributions of Goal
Reaching Times
Thomas Burkhardt
On Goal Reaching Time Distributions Estimated from
Stock Index Investments
Thomas Burkhardt, Michael Haasis
Credit Risk of Collaterals: Examining the Systematic Linkage
between Insolvencies and Physical Assets in Germany
Marc Gürtler, Dirk Heithecker, Sven Olboeter.531
Foreign Exchange Trading with Support Vector Machines
Christian Ullrich,
The Influence of Specific Information on the Credit Risk
Level
Mirosław Wójciak, Aleksandra Wójcicka-Krenz
Part
Enhancing Bluejay with Scalability, Genome Comparison and
Microarray Visualization
Anguo Dong, Andrei
Taschuk, Paul M.K. Gordon,
Soh, Christoph
Discovering
SELDI-TOF Spectra
Christian
Joint
Data
Lennart
Contents
Unsupervised
(GO-UDTs) for the Interpretation of Microarray Data
Henning Redestig, Florian Sohler, Ralf Zimmer, Joachim Selbig .585
Part
Clustering of
Laurent Cicurel, Stephan Bloehdorn, Philipp Cimiano .595
Classifying German Questions According to Ontology-Based
Answer Types
Adriana
Dietrich Klakow
The Relationship of Word Length and Sentence Length; The
Inter-Textual Perspective
Peter
Comparing the Stability of Different Clustering Results of
Dialect Data
Edgar Haimerl, Hans-Joachim
Part-of-Speech Discovery by Clustering Contextual Features
Reinhard
Part X Statistical Musicology and Sound Classification
A Probabilistic Framework for Audio-Based Tonal Key and
Chord Recognition
Benoit
Using MCMC as a Stochastic Optimization Procedure for
Monophonie
Katrin
Vowel Classification by a Neurophysiologically Parameterized
Auditory Model
Gero
Schikowski,
XVI Contents
Part XI Archaeology
Uncovering the Internal Structure of the Roman Brick and
Tile Making in Frankfurt-Nied by Cluster Validation
Jens Dolata, Hans-Joachim
Where Did I See You Before.
A Holistic Method to Compare and Find Archaeological
Artifacts
Vincent Mom
Keywords
Author Index |
| any_adam_object | 1 |
| any_adam_object_boolean | 1 |
| author2 | Decker, Reinhold 1960- Lenz, Hans-Joachim |
| author2_role | edt edt |
| author2_variant | r d rd h j l hjl |
| author_GND | (DE-588)113619316 (DE-588)1158033710 |
| author_facet | Decker, Reinhold 1960- Lenz, Hans-Joachim |
| building | Verbundindex |
| bvnumber | BV022381008 |
| callnumber-first | Q - Science |
| callnumber-label | QA276 |
| callnumber-raw | QA276.A1 |
| callnumber-search | QA276.A1 |
| callnumber-sort | QA 3276 A1 |
| callnumber-subject | QA - Mathematics |
| classification_rvk | SK 845 ST 600 |
| ctrlnum | (OCoLC)124038264 (DE-599)BVBBV022381008 |
| dewey-full | 519.5 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5 |
| dewey-search | 519.5 |
| dewey-sort | 3519.5 |
| dewey-tens | 510 - Mathematics |
| discipline | Informatik Mathematik |
| discipline_str_mv | Informatik Mathematik |
| format | Conference Proceeding Book |
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| genre | (DE-588)1071861417 Konferenzschrift 2006 Berlin gnd-content |
| genre_facet | Konferenzschrift 2006 Berlin |
| id | DE-604.BV022381008 |
| illustrated | Illustrated |
| index_date | 2024-07-02T17:11:17Z |
| indexdate | 2025-01-10T13:18:49Z |
| institution | BVB |
| institution_GND | (DE-588)10182023-9 |
| isbn | 9783540709800 3540709800 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-015589997 |
| oclc_num | 124038264 |
| open_access_boolean | |
| owner | DE-739 DE-824 DE-19 DE-BY-UBM DE-11 |
| owner_facet | DE-739 DE-824 DE-19 DE-BY-UBM DE-11 |
| physical | xvi, 687 Seiten Illustrationen, Diagramme |
| publishDate | 2007 |
| publishDateSearch | 2007 |
| publishDateSort | 2007 |
| publisher | Springer |
| record_format | marc |
| series2 | Studies in classification, data analysis and knowledge organization |
| spelling | Advances in data analysis proceedings of the 30th Annual Conference of The Gesellschaft für Klassifikation e.V., Freie Universität Berlin, March 8 - 10, 2006 Reinhold Decker, Hans-J. Lenz, editors Berlin ; Heidelberg Springer [2007] © 2007 xvi, 687 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Studies in classification, data analysis and knowledge organization Classification Congresses Cluster analysis Congresses Information storage and retrieval systems Congresses Mathematical statistics Congresses Data Mining (DE-588)4428654-5 gnd rswk-swf Datenanalyse (DE-588)4123037-1 gnd rswk-swf Klassifikation (DE-588)4030958-7 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2006 Berlin gnd-content Klassifikation (DE-588)4030958-7 s DE-604 Datenanalyse (DE-588)4123037-1 s Data Mining (DE-588)4428654-5 s Decker, Reinhold 1960- (DE-588)113619316 edt Lenz, Hans-Joachim (DE-588)1158033710 edt Conference on Advances in Data Analysis 2006 Berlin Sonstige (DE-588)10182023-9 oth Erscheint auch als Online-Ausgabe 978-3-540-70981-7 Digitalisierung UB Passau application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015589997&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Advances in data analysis proceedings of the 30th Annual Conference of The Gesellschaft für Klassifikation e.V., Freie Universität Berlin, March 8 - 10, 2006 Classification Congresses Cluster analysis Congresses Information storage and retrieval systems Congresses Mathematical statistics Congresses Data Mining (DE-588)4428654-5 gnd Datenanalyse (DE-588)4123037-1 gnd Klassifikation (DE-588)4030958-7 gnd |
| subject_GND | (DE-588)4428654-5 (DE-588)4123037-1 (DE-588)4030958-7 (DE-588)1071861417 |
| title | Advances in data analysis proceedings of the 30th Annual Conference of The Gesellschaft für Klassifikation e.V., Freie Universität Berlin, March 8 - 10, 2006 |
| title_auth | Advances in data analysis proceedings of the 30th Annual Conference of The Gesellschaft für Klassifikation e.V., Freie Universität Berlin, March 8 - 10, 2006 |
| title_exact_search | Advances in data analysis proceedings of the 30th Annual Conference of The Gesellschaft für Klassifikation e.V., Freie Universität Berlin, March 8 - 10, 2006 |
| title_exact_search_txtP | Advances in data analysis proceedings of the 30th Annual Conference of The Gesellschaft für Klassifikation e.V., Freie Universität Berlin, March 8 - 10, 2006 |
| title_full | Advances in data analysis proceedings of the 30th Annual Conference of The Gesellschaft für Klassifikation e.V., Freie Universität Berlin, March 8 - 10, 2006 Reinhold Decker, Hans-J. Lenz, editors |
| title_fullStr | Advances in data analysis proceedings of the 30th Annual Conference of The Gesellschaft für Klassifikation e.V., Freie Universität Berlin, March 8 - 10, 2006 Reinhold Decker, Hans-J. Lenz, editors |
| title_full_unstemmed | Advances in data analysis proceedings of the 30th Annual Conference of The Gesellschaft für Klassifikation e.V., Freie Universität Berlin, March 8 - 10, 2006 Reinhold Decker, Hans-J. Lenz, editors |
| title_short | Advances in data analysis |
| title_sort | advances in data analysis proceedings of the 30th annual conference of the gesellschaft fur klassifikation e v freie universitat berlin march 8 10 2006 |
| title_sub | proceedings of the 30th Annual Conference of The Gesellschaft für Klassifikation e.V., Freie Universität Berlin, March 8 - 10, 2006 |
| topic | Classification Congresses Cluster analysis Congresses Information storage and retrieval systems Congresses Mathematical statistics Congresses Data Mining (DE-588)4428654-5 gnd Datenanalyse (DE-588)4123037-1 gnd Klassifikation (DE-588)4030958-7 gnd |
| topic_facet | Classification Congresses Cluster analysis Congresses Information storage and retrieval systems Congresses Mathematical statistics Congresses Data Mining Datenanalyse Klassifikation Konferenzschrift 2006 Berlin |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015589997&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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