Data analysis, machine learning and applications: proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V., Albert-Ludwigs-Universität Freiburg, March 7 - 9, 2007 ; with 96 tables
Gespeichert in:
| Format: | Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2008
|
| Schriftenreihe: | Studies in classification, data analysis, and knowledge organization
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XVI, 719 S. |
| ISBN: | 9783540782391 9783540782469 3540782397 |
Internformat
MARC
| LEADER | 00000nam a2200000 c 4500 | ||
|---|---|---|---|
| 001 | BV023281777 | ||
| 003 | DE-604 | ||
| 005 | 20090527 | ||
| 007 | t| | ||
| 008 | 080429s2008 gw |||| 10||| eng d | ||
| 015 | |a 08,N06,0025 |2 dnb | ||
| 016 | 7 | |a 987219499 |2 DE-101 | |
| 020 | |a 9783540782391 |c Pb. : EUR 139.05 (freier Pr.), sfr 226.50 (freier Pr.) |9 978-3-540-78239-1 | ||
| 020 | |a 9783540782469 |9 978-3-540-78246-9 | ||
| 020 | |a 3540782397 |c Pb. : EUR 139.05 (freier Pr.), sfr 226.50 (freier Pr.) |9 3-540-78239-7 | ||
| 024 | 3 | |a 9783540782391 | |
| 028 | 5 | 2 | |a 12229611 |
| 035 | |a (OCoLC)633053631 | ||
| 035 | |a (DE-599)DNB987219499 | ||
| 040 | |a DE-604 |b ger |e rakwb | ||
| 041 | 0 | |a eng | |
| 044 | |a gw |c XA-DE-BE | ||
| 049 | |a DE-355 |a DE-739 |a DE-945 | ||
| 082 | 0 | |a 006.31 |2 22/ger | |
| 082 | 0 | |a 519.5 |2 22/ger | |
| 084 | |a QH 234 |0 (DE-625)141549: |2 rvk | ||
| 084 | |a 004 |2 sdnb | ||
| 245 | 1 | 0 | |a Data analysis, machine learning and applications |b proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V., Albert-Ludwigs-Universität Freiburg, March 7 - 9, 2007 ; with 96 tables |c Christine Preisach ... (eds.) |
| 264 | 1 | |a Berlin [u.a.] |b Springer |c 2008 | |
| 300 | |a XVI, 719 S. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 344 | |h Ill., graph. Darst. | ||
| 490 | 0 | |a Studies in classification, data analysis, and knowledge organization | |
| 650 | 0 | 7 | |a Datenanalyse |0 (DE-588)4123037-1 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Maschinelles Lernen |0 (DE-588)4193754-5 |2 gnd |9 rswk-swf |
| 655 | 7 | |0 (DE-588)1071861417 |a Konferenzschrift |y 2007 |z Freiburg im Breisgau |2 gnd-content | |
| 689 | 0 | 0 | |a Datenanalyse |0 (DE-588)4123037-1 |D s |
| 689 | 0 | 1 | |a Maschinelles Lernen |0 (DE-588)4193754-5 |D s |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Preisach, Christine |e Sonstige |4 oth | |
| 856 | 4 | 2 | |m Digitalisierung UB Passau |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016466571&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-016466571 | |
Datensatz im Suchindex
| _version_ | 1820882537308749824 |
|---|---|
| adam_text |
Contents
Part I Classification
Distance-based Kernels for Real-valued Data
Lluis Belanche, Jean Luis Vazquez, Miguel
Vázquez
. 3
Fast Support Vector Machine Classification of Very Large
Datasets
Janis Fehr, Karina Zapién
Arreóla,
Hans Burkhardt. 11
Fusion
of
Multiple
Statistical Classifiers
Eugeniusz Gatnar
. 19
Calibrating Margin-based Classifier Scores into Polychotomous
Probabilities
Martin
Gebel, Claus Weihs . 29
Classification with Invariant Distance Substitution Kernels
Bernard
Haasdonk, Hans
Burkhardt
. 37
Applying the Kohonen Self-organizing Map Networks to Select Variables
Kamila Migdał Najman, Krzysztof Najman
. 45
Computer
Assisted Classification of Brain Tumors
Norbert
Röhrl,
José
R.
Iglesias-Rozas,
Galia Weidl
. 55
Model Selection in Mixture Regression Analysis
-
A Monte Carlo
Simulation Study
Marko Sarstedt,
Manfred
Schwaiger . 61
Comparison of Local Classification Methods
Julia
Schiffher, Claus Weihs. 69
Incorporating Domain Specific Information into
Gaia
Source
Classification
Kester W. Smith,
Carola
Tiede, Coryn A.L. Bailer-Jones
. 77
X
Contents
Identification
of Noisy Variables for Nonmetric and Symbolic Data in
Cluster Analysis
Marek
Walesiak,
Andrzej Dudek .
85
Partii
Clustering
Families of Dendrograms
Patrick Erik Bradley
. 95
Mixture Models in Forward Search Methods for Outlier Detection
Daniela
G.
Calò
.103
On Multiple Imputation Through Finite Gaussian Mixture Models
Marco
Dì Zio, Ugo Guarnera
.
Ill
Mixture Model Based Group Inference in Fused Genotype and
Phenotype Data
Benjamin
Georgi,
M.Anne Spence, Pamela Flodman
,
Alexander Schliep
.119
The Noise Component in Model-based Cluster Analysis
Christian Hennig,
Pietro Coretto
.127
An Artificial Life Approach for Semi-supervised Learning
Lutz
Herrmann, Alfred Ultsch
.139
Hard and Soft Euclidean Consensus Partitions
Kurt Hornik, Walter
Böhm .147
Rationale Models for Conceptual Modeling
Sina
Lehrmann,
Werner
Esswein.155
Measures of Dispersion and Cluster-Trees for Categorical Data
Ulrich Müller-Funk.163
Information Integration of Partially Labeled Data
Steffen Rendle, Lars Schmidt-Thieme.171
Contents
XI
Part III Multidimensional Data Analysis
Data Mining of an On-line Survey
-
A Market Research Application
Karmele
Fernandez-Aguirre,
María
I. Landaluce,
Ana Martín, Juan
I.
Modroño
.183
Nonlinear Constrained Principal Component Analysis in the Quality
Control Framework
Michele Gallo, Luigi D'Ambra
.193
Non
Parametric Control Chart by Multivariate Additive Partial Least
Squares via Spline
Rosaria
Lombardo,
Amalia
Vanacore,
Jean-Francçois
Durand
.201
Simple
Non
Symmetrical Correspondence Analysis
Antonello
D
'Ambra, Pietro Amenta,
Valentin Rousson
.209
Factorial
Analysis
of a Set of Contingency Tables
Amaya
Zárraga, Beatriz
Goitisolo
.219
Part IV Analysis of Complex Data
Graph Mining: Repository vs. Canonical Form
Christian
Borgelt
and
Mathias
Fiedler
.229
Classification and Retrieval of Ancient Watermarks
Gerd Brunner,
Hans Burkhardt
.237
Segmentation and Classification of Hyper-Spectral Skin Data
Hannes
Kazianka,
Raimund Leitner, Jürgen Pilz.245
FSMTree: An Efficient Algorithm for Mining Frequent Temporal
Patterns
Steffen
Kempe,
Jochen
Hipp, Rudolf
Kruse .253
A
Matlab
Toolbox for Music Information Retrieval
Olivier Lartillot,
Petri
Toiviainen, Tuomas Eerola
.261
A Probabilistic Relational Model for Characterizing Situations in
Dynamic Multi-Agent Systems
Daniel Meyer-Delius, Christian
Plagemann, Georg von Wiehert, Wendelin
Feiten, Gisbert Lawitzky, Wolfram Burgard.269
Applying the Qn Estimator
Online
Robin Nunkesser, Karen Schettlinger, Roland Fried.277
XII Contents
A Comparative Study on Polyphonic Musical Time Series Using MCMC
Methods
Katrin Sommer, Claus Weihs .285
Collective Classification for Labeling of Places and Objects in 2D and
3D
Range Data
Rudolph
Triebet,
Óscar Martínez Mozos,
Wolfram Burgard.293
Lag
or Error?
-
Detecting the Nature of Spatial Correlation
Mario Larch, Janette
Walde.301
Part V Exploratory Data Analysis and Tools for Data Analysis
Urban Data Mining Using Emergent
SOM
Martin Behnisch, Alfred Ultsch
.311
KNIME: The
Konstanz
Information Miner
Michael R.
Berthold,
Nicolas Cebron, Fabian Dill, Thomas R. Gabriel,
Tobias
Kotier, Thorsten
Meinl,
Peter
Ohi,
Christoph Sieb,
Kilián
Thiel, Bernd
Wiswedel.319
A Pattern Based Data
Mining
Approach
Boris
Delibaste,
Kathrin Kirchner, Johannes Ruhland.327
A
Framework
for Statistical Entity
Identification in
R
Michaela Denk.335
Combining Several
SOM
Approaches in Data Mining: Application to
ADSL Customer Behaviours Analysis
Francoise
Fessant,
Vincent Lemaire,
Fabrice Clérot.
343
On the Analysis of Irregular Stock Market Trading Behavior
Markus Franke, Bettina Hoser, Jan Schröder .355
A Procedure to Estimate Relations in a Balanced Scorecard
Veit Koppen, Henner Graubitz, Hans-K. Arndt, Hans-J. Lenz.363
The Application
of Taxonomies in the Context of
Configurative
Reference
Modelling
Ralf Knackstedt, Armin
Stein
.373
Two-Dimensional Centrality of a Social Network
Akinori Okada
.381
Benchmarking Open-Source Tree Learners in R/RWeka
Michael Schauerhuber,
Achim Zeileis,
David Meyer, Kurt Hornik
.389
Contents XIII
From Spelling Correction to Text Cleaning
-
Using Context Information
Martin
Schierle, Sascha Schulz, Markus Ackermann.397
Root Cause Analysis for Quality Management
Christian Manuel
Strobel,
Tomas
Hrycej
.405
Finding New Technological Ideas and Inventions with Text Mining and
Technique Philosophy
Dirk Thorleuchter.413
Investigating Classifier Learning Behavior with Experiment Databases
Joaquín Vanschoren,
Hendrik Blockeel .421
Part VI Marketing and Management Science
Conjoint Analysis for Complex Services Using Clusterwise Hierarchical
Bayes
Procedures
Michael Brusch, Daniel Baier
.431
Building an Association Rules Framework for Target Marketing
Nicolas March, Thomas Reutterer
.439
ΑΗΡ
versus
АСА
-
An Empirical Comparison
Martin
Meißner,
Sören
W.
Scholz, Reinhold Decker.447
On the Properties of the Rank Based Multivariate Exponentially
Weighted Moving Average Control Charts
Amor Messaoud,
Claus Weihs.455
Are Critical Incidents Really Critical for a Customer Relationship? A
MIMIC Approach
Marcel Paulssen, Angela
Sommerfeld .463
Heterogeneity in the Satisfaction-Retention Relationship
-
A
Finite-mixture Approach
Dorian Quint, Marcel Paulssen
.471
An Early-Warning System to Support Activities in the Management of
Customer Equity and How to Obtain the Most from Spatial Customer
Equity Potentials
Klaus
Thiel,
Daniel Probst
.479
Classifying Contemporary Marketing Practices
Ralf
Wagner
.489
XIV Contents
Part
VII
Banking and Finance
Predicting Stock Returns with Bayesian Vector
Autoregressive
Models
Wolfgang Bessler, Peter
Lückoff.499
The Evaluation of Venture-Backed IPOs
-
Certification Model versus
Adverse Selection Model, Which Does Fit Better?
Francesco
Gangi,
Rosaria
Lombardo
.507
Using Multiple SVM Models for Unbalanced Credit Scoring Data Sets
Klaus
B. Schebesch, Ralf
Sleeking
.515
Part
VIII
Business Intelligence
Comparison of Recommender System Algorithms Focusing on the
New-item and User-bias Problem
Stefan Hauger, Karen H. L. Tso, Lars Schmidt-Thieme
.525
Collaborative Tag Recommendations
Leandro
Balby
Marinho
and Lars Schmidt-Thieme
.533
Applying Small Sample Test Statistics for Behavior-based
Recommendations
Andreas W. Neumann, Andreas
Geyer-Schulz .541
Part IX Text Mining, Web Mining, and the Semantic Web
Classifying Number Expressions in German Corpora
Irene Cramer, Stefan
Schacht,
Andreas
Merkel.553
Non-Profit Web Portals
-
Usage Based Benchmarking for Success
Evaluation
Daniel
Delie,
Hans-J.
Lenz.561
Text Mining of Supreme Administrative Court Jurisdictions
Ingo Feinerer,
Kurt
Horník
.569
Supporting Web-based Address Extraction with Unsupervised Tagging
Berenike Loos, Chris Biemann
.577
A Two-Stage Approach for Context-Dependent Hypernym Extraction
Berenike Loos, Mario DiMarzo
.585
Analysis of Dwell Times in Web Usage Mining
Patrick Mair, Marcus
Hudec
.593
Contents
XV
New
Issues
in
Near-duplicate Detection
Martin Potthast, Benno Stein.601
Comparing the University of South Florida Homograph Norms with
Empirical Corpus Data
Reinhard
Rapp .
611
Content-based Dimensionality Reduction for Recommender Systems
Panagiotis Symeonidis
.619
Part X Linguistics
The Distribution of Data in Word Lists and its Impact on the
Subgrouping of Languages
Hans J. Holm
.629
Quantitative Text Analysis Using L-, F- and T-Segments
Reinhard Köhler, Sven Naumann.637
Projecting Dialect Distances to Geography: Bootstrap Clustering vs.
Noisy Clustering
John Nerbonne, Peter
Kleiweg, Wilbert Heeringa,
Franz Manni
.647
Structural Differentiae of Text Types
-
A Quantitative Model
Olga
Pustylnikov, Alexander Mehler
.655
Part XI Data Analysis in Humanities
Scenario Evaluation Using Two-mode Clustering Approaches in Higher
Education
Matthias J. Kaiser, Daniel Baier
.665
Visualization and Clustering of Tagged Music Data
Pascal Lehwark, Sebastian
Risi,
Alfred Ultsch
.673
Effects of Data Transformation on Cluster Analysis of Archaeometric
Data
Hans-Joachim
Mucha,
Hans-Georg
Bartel,
Jens
Doluta
.681
Fuzzy PLS Path Modeling: A New Tool For Handling Sensory Data
Francesco Palumbo,
Rosaria
Romano,
Vincenzo Esposito
Vinzi
.689
Automatic Analysis of
Dewey
Decimal Classification Notations
Ulrike
Reiner
.697
XVI Contents
A New Interval Data Distance Based on the Wasserstein Metric
Rosanna Verde, Antonio Irpino
.705
Keywords
. 713
Author Index
. 717 |
| adam_txt |
Contents
Part I Classification
Distance-based Kernels for Real-valued Data
Lluis Belanche, Jean Luis Vazquez, Miguel
Vázquez
. 3
Fast Support Vector Machine Classification of Very Large
Datasets
Janis Fehr, Karina Zapién
Arreóla,
Hans Burkhardt. 11
Fusion
of
Multiple
Statistical Classifiers
Eugeniusz Gatnar
. 19
Calibrating Margin-based Classifier Scores into Polychotomous
Probabilities
Martin
Gebel, Claus Weihs . 29
Classification with Invariant Distance Substitution Kernels
Bernard
Haasdonk, Hans
Burkhardt
. 37
Applying the Kohonen Self-organizing Map Networks to Select Variables
Kamila Migdał Najman, Krzysztof Najman
. 45
Computer
Assisted Classification of Brain Tumors
Norbert
Röhrl,
José
R.
Iglesias-Rozas,
Galia Weidl
. 55
Model Selection in Mixture Regression Analysis
-
A Monte Carlo
Simulation Study
Marko Sarstedt,
Manfred
Schwaiger . 61
Comparison of Local Classification Methods
Julia
Schiffher, Claus Weihs. 69
Incorporating Domain Specific Information into
Gaia
Source
Classification
Kester W. Smith,
Carola
Tiede, Coryn A.L. Bailer-Jones
. 77
X
Contents
Identification
of Noisy Variables for Nonmetric and Symbolic Data in
Cluster Analysis
Marek
Walesiak,
Andrzej Dudek .
85
Partii
Clustering
Families of Dendrograms
Patrick Erik Bradley
. 95
Mixture Models in Forward Search Methods for Outlier Detection
Daniela
G.
Calò
.103
On Multiple Imputation Through Finite Gaussian Mixture Models
Marco
Dì Zio, Ugo Guarnera
.
Ill
Mixture Model Based Group Inference in Fused Genotype and
Phenotype Data
Benjamin
Georgi,
M.Anne Spence, Pamela Flodman
,
Alexander Schliep
.119
The Noise Component in Model-based Cluster Analysis
Christian Hennig,
Pietro Coretto
.127
An Artificial Life Approach for Semi-supervised Learning
Lutz
Herrmann, Alfred Ultsch
.139
Hard and Soft Euclidean Consensus Partitions
Kurt Hornik, Walter
Böhm .147
Rationale Models for Conceptual Modeling
Sina
Lehrmann,
Werner
Esswein.155
Measures of Dispersion and Cluster-Trees for Categorical Data
Ulrich Müller-Funk.163
Information Integration of Partially Labeled Data
Steffen Rendle, Lars Schmidt-Thieme.171
Contents
XI
Part III Multidimensional Data Analysis
Data Mining of an On-line Survey
-
A Market Research Application
Karmele
Fernandez-Aguirre,
María
I. Landaluce,
Ana Martín, Juan
I.
Modroño
.183
Nonlinear Constrained Principal Component Analysis in the Quality
Control Framework
Michele Gallo, Luigi D'Ambra
.193
Non
Parametric Control Chart by Multivariate Additive Partial Least
Squares via Spline
Rosaria
Lombardo,
Amalia
Vanacore,
Jean-Francçois
Durand
.201
Simple
Non
Symmetrical Correspondence Analysis
Antonello
D
'Ambra, Pietro Amenta,
Valentin Rousson
.209
Factorial
Analysis
of a Set of Contingency Tables
Amaya
Zárraga, Beatriz
Goitisolo
.219
Part IV Analysis of Complex Data
Graph Mining: Repository vs. Canonical Form
Christian
Borgelt
and
Mathias
Fiedler
.229
Classification and Retrieval of Ancient Watermarks
Gerd Brunner,
Hans Burkhardt
.237
Segmentation and Classification of Hyper-Spectral Skin Data
Hannes
Kazianka,
Raimund Leitner, Jürgen Pilz.245
FSMTree: An Efficient Algorithm for Mining Frequent Temporal
Patterns
Steffen
Kempe,
Jochen
Hipp, Rudolf
Kruse .253
A
Matlab
Toolbox for Music Information Retrieval
Olivier Lartillot,
Petri
Toiviainen, Tuomas Eerola
.261
A Probabilistic Relational Model for Characterizing Situations in
Dynamic Multi-Agent Systems
Daniel Meyer-Delius, Christian
Plagemann, Georg von Wiehert, Wendelin
Feiten, Gisbert Lawitzky, Wolfram Burgard.269
Applying the Qn Estimator
Online
Robin Nunkesser, Karen Schettlinger, Roland Fried.277
XII Contents
A Comparative Study on Polyphonic Musical Time Series Using MCMC
Methods
Katrin Sommer, Claus Weihs .285
Collective Classification for Labeling of Places and Objects in 2D and
3D
Range Data
Rudolph
Triebet,
Óscar Martínez Mozos,
Wolfram Burgard.293
Lag
or Error?
-
Detecting the Nature of Spatial Correlation
Mario Larch, Janette
Walde.301
Part V Exploratory Data Analysis and Tools for Data Analysis
Urban Data Mining Using Emergent
SOM
Martin Behnisch, Alfred Ultsch
.311
KNIME: The
Konstanz
Information Miner
Michael R.
Berthold,
Nicolas Cebron, Fabian Dill, Thomas R. Gabriel,
Tobias
Kotier, Thorsten
Meinl,
Peter
Ohi,
Christoph Sieb,
Kilián
Thiel, Bernd
Wiswedel.319
A Pattern Based Data
Mining
Approach
Boris
Delibaste,
Kathrin Kirchner, Johannes Ruhland.327
A
Framework
for Statistical Entity
Identification in
R
Michaela Denk.335
Combining Several
SOM
Approaches in Data Mining: Application to
ADSL Customer Behaviours Analysis
Francoise
Fessant,
Vincent Lemaire,
Fabrice Clérot.
343
On the Analysis of Irregular Stock Market Trading Behavior
Markus Franke, Bettina Hoser, Jan Schröder .355
A Procedure to Estimate Relations in a Balanced Scorecard
Veit Koppen, Henner Graubitz, Hans-K. Arndt, Hans-J. Lenz.363
The Application
of Taxonomies in the Context of
Configurative
Reference
Modelling
Ralf Knackstedt, Armin
Stein
.373
Two-Dimensional Centrality of a Social Network
Akinori Okada
.381
Benchmarking Open-Source Tree Learners in R/RWeka
Michael Schauerhuber,
Achim Zeileis,
David Meyer, Kurt Hornik
.389
Contents XIII
From Spelling Correction to Text Cleaning
-
Using Context Information
Martin
Schierle, Sascha Schulz, Markus Ackermann.397
Root Cause Analysis for Quality Management
Christian Manuel
Strobel,
Tomas
Hrycej
.405
Finding New Technological Ideas and Inventions with Text Mining and
Technique Philosophy
Dirk Thorleuchter.413
Investigating Classifier Learning Behavior with Experiment Databases
Joaquín Vanschoren,
Hendrik Blockeel .421
Part VI Marketing and Management Science
Conjoint Analysis for Complex Services Using Clusterwise Hierarchical
Bayes
Procedures
Michael Brusch, Daniel Baier
.431
Building an Association Rules Framework for Target Marketing
Nicolas March, Thomas Reutterer
.439
ΑΗΡ
versus
АСА
-
An Empirical Comparison
Martin
Meißner,
Sören
W.
Scholz, Reinhold Decker.447
On the Properties of the Rank Based Multivariate Exponentially
Weighted Moving Average Control Charts
Amor Messaoud,
Claus Weihs.455
Are Critical Incidents Really Critical for a Customer Relationship? A
MIMIC Approach
Marcel Paulssen, Angela
Sommerfeld .463
Heterogeneity in the Satisfaction-Retention Relationship
-
A
Finite-mixture Approach
Dorian Quint, Marcel Paulssen
.471
An Early-Warning System to Support Activities in the Management of
Customer Equity and How to Obtain the Most from Spatial Customer
Equity Potentials
Klaus
Thiel,
Daniel Probst
.479
Classifying Contemporary Marketing Practices
Ralf
Wagner
.489
XIV Contents
Part
VII
Banking and Finance
Predicting Stock Returns with Bayesian Vector
Autoregressive
Models
Wolfgang Bessler, Peter
Lückoff.499
The Evaluation of Venture-Backed IPOs
-
Certification Model versus
Adverse Selection Model, Which Does Fit Better?
Francesco
Gangi,
Rosaria
Lombardo
.507
Using Multiple SVM Models for Unbalanced Credit Scoring Data Sets
Klaus
B. Schebesch, Ralf
Sleeking
.515
Part
VIII
Business Intelligence
Comparison of Recommender System Algorithms Focusing on the
New-item and User-bias Problem
Stefan Hauger, Karen H. L. Tso, Lars Schmidt-Thieme
.525
Collaborative Tag Recommendations
Leandro
Balby
Marinho
and Lars Schmidt-Thieme
.533
Applying Small Sample Test Statistics for Behavior-based
Recommendations
Andreas W. Neumann, Andreas
Geyer-Schulz .541
Part IX Text Mining, Web Mining, and the Semantic Web
Classifying Number Expressions in German Corpora
Irene Cramer, Stefan
Schacht,
Andreas
Merkel.553
Non-Profit Web Portals
-
Usage Based Benchmarking for Success
Evaluation
Daniel
Delie,
Hans-J.
Lenz.561
Text Mining of Supreme Administrative Court Jurisdictions
Ingo Feinerer,
Kurt
Horník
.569
Supporting Web-based Address Extraction with Unsupervised Tagging
Berenike Loos, Chris Biemann
.577
A Two-Stage Approach for Context-Dependent Hypernym Extraction
Berenike Loos, Mario DiMarzo
.585
Analysis of Dwell Times in Web Usage Mining
Patrick Mair, Marcus
Hudec
.593
Contents
XV
New
Issues
in
Near-duplicate Detection
Martin Potthast, Benno Stein.601
Comparing the University of South Florida Homograph Norms with
Empirical Corpus Data
Reinhard
Rapp .
611
Content-based Dimensionality Reduction for Recommender Systems
Panagiotis Symeonidis
.619
Part X Linguistics
The Distribution of Data in Word Lists and its Impact on the
Subgrouping of Languages
Hans J. Holm
.629
Quantitative Text Analysis Using L-, F- and T-Segments
Reinhard Köhler, Sven Naumann.637
Projecting Dialect Distances to Geography: Bootstrap Clustering vs.
Noisy Clustering
John Nerbonne, Peter
Kleiweg, Wilbert Heeringa,
Franz Manni
.647
Structural Differentiae of Text Types
-
A Quantitative Model
Olga
Pustylnikov, Alexander Mehler
.655
Part XI Data Analysis in Humanities
Scenario Evaluation Using Two-mode Clustering Approaches in Higher
Education
Matthias J. Kaiser, Daniel Baier
.665
Visualization and Clustering of Tagged Music Data
Pascal Lehwark, Sebastian
Risi,
Alfred Ultsch
.673
Effects of Data Transformation on Cluster Analysis of Archaeometric
Data
Hans-Joachim
Mucha,
Hans-Georg
Bartel,
Jens
Doluta
.681
Fuzzy PLS Path Modeling: A New Tool For Handling Sensory Data
Francesco Palumbo,
Rosaria
Romano,
Vincenzo Esposito
Vinzi
.689
Automatic Analysis of
Dewey
Decimal Classification Notations
Ulrike
Reiner
.697
XVI Contents
A New Interval Data Distance Based on the Wasserstein Metric
Rosanna Verde, Antonio Irpino
.705
Keywords
. 713
Author Index
. 717 |
| any_adam_object | 1 |
| any_adam_object_boolean | 1 |
| building | Verbundindex |
| bvnumber | BV023281777 |
| classification_rvk | QH 234 |
| ctrlnum | (OCoLC)633053631 (DE-599)DNB987219499 |
| dewey-full | 006.31 519.5 |
| dewey-hundreds | 000 - Computer science, information, general works 500 - Natural sciences and mathematics |
| dewey-ones | 006 - Special computer methods 519 - Probabilities and applied mathematics |
| dewey-raw | 006.31 519.5 |
| dewey-search | 006.31 519.5 |
| dewey-sort | 16.31 |
| dewey-tens | 000 - Computer science, information, general works 510 - Mathematics |
| discipline | Informatik Mathematik Wirtschaftswissenschaften |
| discipline_str_mv | Informatik Mathematik Wirtschaftswissenschaften |
| format | Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>00000nam a2200000 c 4500</leader><controlfield tag="001">BV023281777</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20090527</controlfield><controlfield tag="007">t|</controlfield><controlfield tag="008">080429s2008 gw |||| 10||| eng d</controlfield><datafield tag="015" ind1=" " ind2=" "><subfield code="a">08,N06,0025</subfield><subfield code="2">dnb</subfield></datafield><datafield tag="016" ind1="7" ind2=" "><subfield code="a">987219499</subfield><subfield code="2">DE-101</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9783540782391</subfield><subfield code="c">Pb. : EUR 139.05 (freier Pr.), sfr 226.50 (freier Pr.)</subfield><subfield code="9">978-3-540-78239-1</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9783540782469</subfield><subfield code="9">978-3-540-78246-9</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">3540782397</subfield><subfield code="c">Pb. : EUR 139.05 (freier Pr.), sfr 226.50 (freier Pr.)</subfield><subfield code="9">3-540-78239-7</subfield></datafield><datafield tag="024" ind1="3" ind2=" "><subfield code="a">9783540782391</subfield></datafield><datafield tag="028" ind1="5" ind2="2"><subfield code="a">12229611</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)633053631</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)DNB987219499</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rakwb</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="044" ind1=" " ind2=" "><subfield code="a">gw</subfield><subfield code="c">XA-DE-BE</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-355</subfield><subfield code="a">DE-739</subfield><subfield code="a">DE-945</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">006.31</subfield><subfield code="2">22/ger</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">519.5</subfield><subfield code="2">22/ger</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">QH 234</subfield><subfield code="0">(DE-625)141549:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">004</subfield><subfield code="2">sdnb</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Data analysis, machine learning and applications</subfield><subfield code="b">proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V., Albert-Ludwigs-Universität Freiburg, March 7 - 9, 2007 ; with 96 tables</subfield><subfield code="c">Christine Preisach ... (eds.)</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Berlin [u.a.]</subfield><subfield code="b">Springer</subfield><subfield code="c">2008</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">XVI, 719 S.</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">n</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">nc</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="344" ind1=" " ind2=" "><subfield code="h">Ill., graph. Darst.</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">Studies in classification, data analysis, and knowledge organization</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Datenanalyse</subfield><subfield code="0">(DE-588)4123037-1</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Maschinelles Lernen</subfield><subfield code="0">(DE-588)4193754-5</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="655" ind1=" " ind2="7"><subfield code="0">(DE-588)1071861417</subfield><subfield code="a">Konferenzschrift</subfield><subfield code="y">2007</subfield><subfield code="z">Freiburg im Breisgau</subfield><subfield code="2">gnd-content</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Datenanalyse</subfield><subfield code="0">(DE-588)4123037-1</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Maschinelles Lernen</subfield><subfield code="0">(DE-588)4193754-5</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Preisach, Christine</subfield><subfield code="e">Sonstige</subfield><subfield code="4">oth</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">Digitalisierung UB Passau</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016466571&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="943" ind1="1" ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-016466571</subfield></datafield></record></collection> |
| genre | (DE-588)1071861417 Konferenzschrift 2007 Freiburg im Breisgau gnd-content |
| genre_facet | Konferenzschrift 2007 Freiburg im Breisgau |
| id | DE-604.BV023281777 |
| illustrated | Not Illustrated |
| index_date | 2024-07-02T20:39:59Z |
| indexdate | 2025-01-10T17:08:28Z |
| institution | BVB |
| isbn | 9783540782391 9783540782469 3540782397 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-016466571 |
| oclc_num | 633053631 |
| open_access_boolean | |
| owner | DE-355 DE-BY-UBR DE-739 DE-945 |
| owner_facet | DE-355 DE-BY-UBR DE-739 DE-945 |
| physical | XVI, 719 S. |
| publishDate | 2008 |
| publishDateSearch | 2008 |
| publishDateSort | 2008 |
| publisher | Springer |
| record_format | marc |
| series2 | Studies in classification, data analysis, and knowledge organization |
| spelling | Data analysis, machine learning and applications proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V., Albert-Ludwigs-Universität Freiburg, March 7 - 9, 2007 ; with 96 tables Christine Preisach ... (eds.) Berlin [u.a.] Springer 2008 XVI, 719 S. txt rdacontent n rdamedia nc rdacarrier Ill., graph. Darst. Studies in classification, data analysis, and knowledge organization Datenanalyse (DE-588)4123037-1 gnd rswk-swf Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2007 Freiburg im Breisgau gnd-content Datenanalyse (DE-588)4123037-1 s Maschinelles Lernen (DE-588)4193754-5 s DE-604 Preisach, Christine Sonstige oth Digitalisierung UB Passau application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016466571&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Data analysis, machine learning and applications proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V., Albert-Ludwigs-Universität Freiburg, March 7 - 9, 2007 ; with 96 tables Datenanalyse (DE-588)4123037-1 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4123037-1 (DE-588)4193754-5 (DE-588)1071861417 |
| title | Data analysis, machine learning and applications proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V., Albert-Ludwigs-Universität Freiburg, March 7 - 9, 2007 ; with 96 tables |
| title_auth | Data analysis, machine learning and applications proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V., Albert-Ludwigs-Universität Freiburg, March 7 - 9, 2007 ; with 96 tables |
| title_exact_search | Data analysis, machine learning and applications proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V., Albert-Ludwigs-Universität Freiburg, March 7 - 9, 2007 ; with 96 tables |
| title_exact_search_txtP | Data analysis, machine learning and applications proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V., Albert-Ludwigs-Universität Freiburg, March 7 - 9, 2007 ; with 96 tables |
| title_full | Data analysis, machine learning and applications proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V., Albert-Ludwigs-Universität Freiburg, March 7 - 9, 2007 ; with 96 tables Christine Preisach ... (eds.) |
| title_fullStr | Data analysis, machine learning and applications proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V., Albert-Ludwigs-Universität Freiburg, March 7 - 9, 2007 ; with 96 tables Christine Preisach ... (eds.) |
| title_full_unstemmed | Data analysis, machine learning and applications proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V., Albert-Ludwigs-Universität Freiburg, March 7 - 9, 2007 ; with 96 tables Christine Preisach ... (eds.) |
| title_short | Data analysis, machine learning and applications |
| title_sort | data analysis machine learning and applications proceedings of the 31st annual conference of the gesellschaft fur klassifikation e v albert ludwigs universitat freiburg march 7 9 2007 with 96 tables |
| title_sub | proceedings of the 31st Annual Conference of the Gesellschaft für Klassifikation e.V., Albert-Ludwigs-Universität Freiburg, March 7 - 9, 2007 ; with 96 tables |
| topic | Datenanalyse (DE-588)4123037-1 gnd Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Datenanalyse Maschinelles Lernen Konferenzschrift 2007 Freiburg im Breisgau |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=016466571&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT preisachchristine dataanalysismachinelearningandapplicationsproceedingsofthe31stannualconferenceofthegesellschaftfurklassifikationevalbertludwigsuniversitatfreiburgmarch792007with96tables |