From data and information analysis to knowledge engineering: proceedings of the 29th annual conference of the Gesellschaft für Klassifikation e.V., University of Magdeburg, March 9 - 11, 2005 ; with 120 tables
Saved in:
| Format: | Book |
|---|---|
| Language: | English |
| Published: |
Berlin [u.a.]
Springer
2006
|
| Series: | Studies in classification, data analysis, and knowledge organization
|
| Subjects: | |
| Online Access: | Inhaltstext Inhaltsverzeichnis |
| Physical Description: | XIX, 761 S. Ill., graph. Darst. |
| ISBN: | 3540313133 9783540313137 |
Staff View
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| 245 | 1 | 0 | |a From data and information analysis to knowledge engineering |b proceedings of the 29th annual conference of the Gesellschaft für Klassifikation e.V., University of Magdeburg, March 9 - 11, 2005 ; with 120 tables |c Myra Spiliopoulou ... ed. |
| 264 | 1 | |a Berlin [u.a.] |b Springer |c 2006 | |
| 300 | |a XIX, 761 S. |b Ill., graph. Darst. | ||
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Record in the Search Index
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| adam_text | Contents
Plenaries and Semi-plenaries
Boosting and ¿^-Penalty Methods for High-dimensional Data
with Some Applications in Genomics
P.
Striving for an Adequate Vocabulary: Next Generation Metadata
D. Fellner and S. Havemann
Scalable Swarm Based Fuzzy Clustering
L.O. Hall and P.M.
SolEuNet: Selected Data Mining Techniques and Applications
N.
Inferred Causation Theory:
Time for a Paradigm Shift in Marketing Science?
J.Á. Mazanec
Text Mining in Action
D.
Identification of Real-world Objects in Multiple Databases
M. Neiling
Kernels for Predictive Graph Mining
5.
Clustering
PRISMA:
with Parallel Logistic Regression Trees
B. Arnrich, A. Albert, and J. Walter
Latent Class Analysis and Model Selection
J.G.
xii Contents
An
Using a Linear Map to Simplex Structure
M. Weber, W. Rungsarityotin, and A. Schliep
Discriminant Analysis
On the Use of Some Classification Quality Measure
to Construct Mean Value Estimates Under
W. Gamrot
A Wrapper Feature Selection Method
for Combined Tree-based Classifiers
E. Gatnar
Input Variable Selection
in Kernel Fisher Discriminant Analysis
N.
The Wavelet Packet Based Cepstral Features
for Open Set Speaker Classification in Marathi
H.A.
A New Effective Algorithm for Stepwise
Principle Components Selection in Discriminant Analysis
E. Serikova and E. Zhuk
A Comparison of Validation Methods
for Learning Vector Quantization and for Support Vector Machines
on Two
D.
Discriminant Analysis of Polythetically Described
Older Palaeolithic Stone Flakes: Possibilities and Questions
T. Weber
Classification with Latent Variable Models
Model-based Density Estimation by Independent Factor Analysis
O.G.
Identifying Multiple Cluster Structures
Through Latent Class Models
G. Galimberti and G.
Contents xiii
Gene
via Projections onto a Latent Space
M.
Multiway Classification and Data Analysis
The Recovery Performance of Two-mode Clustering Methods:
Monte Carlo Experiment
S. Krolak-Schwerdt and M. Wiedenbeck
On the Comparability of Relialibility Measures:
Bifurcation Analysis of Two Measures
in the Case of Dichotomous Ratings
T.
Ranking, Multi-label Classification, Preferences
On Active Learning in Multi-label Classification
K. Brinker
Prom Ranking to Classification: A Statistical View
S. Clémençon, G. Lugosi,
PLS Path Modeling, PLS Regression and Classification
Assessing Unidimensionality within PLS Path Modeling Framework
K. Sahmer, M. Hanafi, and E.M. Qannari
The Partial Robust M-approach
S. Serneels,
Classification in PLS Path Models and Local Model Optimisation
S. Squillacciotti
Robust Methods in Multivariate Statistics
Hierarchical Clustering by Means of Model Grouping
С
Deepest Points and Least Deep Points:
Robustness and Outliers with
С.
xiv Contents
Robust Transformations
with Autocorrelated Data
A. Certoli
Robust Multivariate Methods: The Projection Pursuit Approach
P.
Finding Persisting States for Knowledge Discovery in Time Series
F. Märchen
Data Mining and Explorative Multivariate Data Analysis
Restricted Co-inertia Analysis
P. Amenta and E. Ciavolino
Hausman Principal Component Analysis
V. Choulakian, L. Dambra, and B. Simonetti
Nonlinear Time Series Modelling: Monitoring a Drilling Process
A. Messaoud, C.
Text Mining
Word Length and Frequency Distributions in Different Text Genres
G. Antic, E.
Bootstrapping an Unsupervised Morphemic Analysis
C.
Automatic Extension of Feature-based Semantic Lexicons
via Contextual Attributes
C. Biemann and R. Osswald
Learning Ontologies to Improve Text Clustering and Classification
S. Bloehdorn, P. Gimiano, and A. Hotho
Discovering Communities in Linked Data by Multi-view Clustering
I.
Crosslinguistic Computation and a Rhythm-based Classification
of Languages
A. Fenk and G. Fenk-Oczlon
Using String Kernels for Classification of Slovenian Web Documents
B.
Contents xv
Semantic Decomposition of Character Encodings
for Linguistic Knowledge Discovery
D. Gibbon, B. Hughes, and T.
Applying Collaborative Filtering to Real-life Corporate Data
M. Great, D.
Quantitative Text Typology: The Impact of Sentence Length
E. Kelih, P.
A Hybrid Machine Learning Approach
for Information Extraction from Free Text
G. Neumann
Text Classification with Active Learning
B. Novak, D.
Towards Structure-sensitive Hypertext Categorization
A. Mehler, R. Gleim, and M. Dehmer
Evaluating the Performance of Text Mining Systems
on Real-world Press Archives
G.
Part-of-Speech Induction by Singular Value Decomposition
and Hierarchical Clustering
R. Rapp
Near Similarity Search and Plagiarism Analysis
B. Stein and S.M.
Fuzzy Data Analysis
Objective Function-based Discretization
F. Höppner
Understanding and Controlling the Membership Degrees
in Fuzzy Clustering
F. Klawonn
Autonomous Sensor-based Landing Systems: Fusion of Vague and
Incomplete Information by Application of Fuzzy Clustering Techniques
B. Korn
Outlier Preserving Clustering for Structured Data Through Kernels
M.-J. Lesot
xvi Contents
Economies
Classification-relevant Importance Measures
for the West German Business Cycle
D.
The Classification of Local and Branch Labour Markets
in the Upper Silesia
W. Hantke
An Overview of Artificial Life Approaches for Clustering
D.
Design Problems of Complex Economic Experiments
J.
Traffic Sensitivity of Long-term Regional Growth Forecasts
W. Polasek and H. Berrer
Spiralling in BTA Deep-hole Drilling:
Models of Varying Frequencies
N.
Analysis of the Economic Development of Districts in Poland
as a Basis for the Framing of Regional Policies
M. Rozkrut and D. Rozkrut
Banking and Finance
The Classification of Candlestick Charts:
Laying the Foundation for Further Empirical Research
S. Etschberger, H. Fock,
Modeling and Estimating the Credit Cycle
by a Probit-AR(1)-Process
S. Hose and K. Vogl
Comparing and Selecting SVM-Kernels for Credit Scoring
R. Stecking and K.B. Schebesch
Value at Risk Using the Principal Components Analysis
on the Polish Power Exchange
G. Trzpiot and A. Ganczarek
Contents xvii
Marketing
A
Conducted with a Multivariate Logit Model
Y. Boztug and L.
Solving and Interpreting Binary Classification Problems in Marketing
with SVMs
G. Nalbantov,
Modeling the Nonlinear Relationship Between Satisfaction and Loyalty
with Structural Equation Models
M. Paulssen and A.
Job Choice Model to Measure Behavior
in a Multi-stage Decision Process
T.
Senaiparametric Stepwise Regression
to Estimate Sales Promotion Effects
W.J.
Adaptivity and Personalization
Implications of Probabilistic Data Modeling
for Mining Association Rules
M. Hahsler, K. Hornik, and T. Reutterer
Copula Functions in Model Based Clustering
K. Jajuga and D.
Attribute-aware Collaborative Filtering
K. Tso and L. Schmidt-Thieme
User and Data Authentication in IT Security
Towards a Flexible Framework for Open Source Software
for Handwritten Signature Analysis
R. Guest, M. Fairhurst, and
Multimodal Biometrie
Based on Hand Features
N.
xviii Contents
Labelling and Authentication for Medical Imaging
Through Data Hiding
A.
Hand-geometry Recognition Based on Contour Landmarks
R.
A Cross-cultural Evaluation Framework
for Behavioral
F. Wolf,
B. Yegnanarayana
Bioinformatics and Biostatistics
On External Indices for Mixtures: Validating Mixtures of Genes
I.G. Costa and A. Schliep
Tests for Multiple Change Points in Binary Markov Sequences
J. Krauth
UnitExpressions: A Rational Normalization Scheme
for
A. Ultsch
Classification of High-dimensional Biological and Medical Data
A Ridge Classification Method for High-dimensional Observations
M. Griming and S.
Assessing the Trustworthiness of Clustering Solutions
Obtained by a Function Optimization Scheme
U.
Variable Selection for Discrimination
of More Than Two Classes Where Data are Sparse
G. Szepannek and
Medical and Health Sciences
The Assessment of Second Primary Cancers (SPCs)
in a Series of Splenic Marginal Zone
S.
Contents xix
Heart Rate Classification Using Support Vector Machines
M.
Music Analysis
Visual Mining in Music Collections
F. Märchen,
Modeling Memory for Melodies
D.
Parameter Optimization in Automatic Transcription of Music
С
Data Mining Competition
GfKl Data Mining Competition
Predicting Liquidity Crises of Companies
J. Strackeljan, R.
D.
Author
|
| adam_txt |
Contents
Plenaries and Semi-plenaries
Boosting and ¿^-Penalty Methods for High-dimensional Data
with Some Applications in Genomics
P.
Striving for an Adequate Vocabulary: Next Generation 'Metadata'
D. Fellner and S. Havemann
Scalable Swarm Based Fuzzy Clustering
L.O. Hall and P.M.
SolEuNet: Selected Data Mining Techniques and Applications
N.
Inferred Causation Theory:
Time for a Paradigm Shift in Marketing Science?
J.Á. Mazanec
Text Mining in Action
D.
Identification of Real-world Objects in Multiple Databases
M. Neiling
Kernels for Predictive Graph Mining
5.
Clustering
PRISMA:
with Parallel Logistic Regression Trees
B. Arnrich, A. Albert, and J. Walter
Latent Class Analysis and Model Selection
J.G.
xii Contents
An
Using a Linear Map to Simplex Structure
M. Weber, W. Rungsarityotin, and A. Schliep
Discriminant Analysis
On the Use of Some Classification Quality Measure
to Construct Mean Value Estimates Under
W. Gamrot
A Wrapper Feature Selection Method
for Combined Tree-based Classifiers
E. Gatnar
Input Variable Selection
in Kernel Fisher Discriminant Analysis
N.
The Wavelet Packet Based Cepstral Features
for Open Set Speaker Classification in Marathi
H.A.
A New Effective Algorithm for Stepwise
Principle Components Selection in Discriminant Analysis
E. Serikova and E. Zhuk
A Comparison of Validation Methods
for Learning Vector Quantization and for Support Vector Machines
on Two
D.
Discriminant Analysis of Polythetically Described
Older Palaeolithic Stone Flakes: Possibilities and Questions
T. Weber
Classification with Latent Variable Models
Model-based Density Estimation by Independent Factor Analysis
O.G.
Identifying Multiple Cluster Structures
Through Latent Class Models
G. Galimberti and G.
Contents xiii
Gene
via Projections onto a Latent Space
M.
Multiway Classification and Data Analysis
The Recovery Performance of Two-mode Clustering Methods:
Monte Carlo Experiment
S. Krolak-Schwerdt and M. Wiedenbeck
On the Comparability of Relialibility Measures:
Bifurcation Analysis of Two Measures
in the Case of Dichotomous Ratings
T.
Ranking, Multi-label Classification, Preferences
On Active Learning in Multi-label Classification
K. Brinker
Prom Ranking to Classification: A Statistical View
S. Clémençon, G. Lugosi,
PLS Path Modeling, PLS Regression and Classification
Assessing Unidimensionality within PLS Path Modeling Framework
K. Sahmer, M. Hanafi, and E.M. Qannari
The Partial Robust M-approach
S. Serneels,
Classification in PLS Path Models and Local Model Optimisation
S. Squillacciotti
Robust Methods in Multivariate Statistics
Hierarchical Clustering by Means of Model Grouping
С
Deepest Points and Least Deep Points:
Robustness and Outliers with
С.
xiv Contents
Robust Transformations
with Autocorrelated Data
A. Certoli
Robust Multivariate Methods: The Projection Pursuit Approach
P.
Finding Persisting States for Knowledge Discovery in Time Series
F. Märchen
Data Mining and Explorative Multivariate Data Analysis
Restricted Co-inertia Analysis
P. Amenta and E. Ciavolino
Hausman Principal Component Analysis
V. Choulakian, L. Dambra, and B. Simonetti
Nonlinear Time Series Modelling: Monitoring a Drilling Process
A. Messaoud, C.
Text Mining
Word Length and Frequency Distributions in Different Text Genres
G. Antic, E.
Bootstrapping an Unsupervised Morphemic Analysis
C.
Automatic Extension of Feature-based Semantic Lexicons
via Contextual Attributes
C. Biemann and R. Osswald
Learning Ontologies to Improve Text Clustering and Classification
S. Bloehdorn, P. Gimiano, and A. Hotho
Discovering Communities in Linked Data by Multi-view Clustering
I.
Crosslinguistic Computation and a Rhythm-based Classification
of Languages
A. Fenk and G. Fenk-Oczlon
Using String Kernels for Classification of Slovenian Web Documents
B.
Contents xv
Semantic Decomposition of Character Encodings
for Linguistic Knowledge Discovery
D. Gibbon, B. Hughes, and T.
Applying Collaborative Filtering to Real-life Corporate Data
M. Great, D.
Quantitative Text Typology: The Impact of Sentence Length
E. Kelih, P.
A Hybrid Machine Learning Approach
for Information Extraction from Free Text
G. Neumann
Text Classification with Active Learning
B. Novak, D.
Towards Structure-sensitive Hypertext Categorization
A. Mehler, R. Gleim, and M. Dehmer
Evaluating the Performance of Text Mining Systems
on Real-world Press Archives
G.
Part-of-Speech Induction by Singular Value Decomposition
and Hierarchical Clustering
R. Rapp
Near Similarity Search and Plagiarism Analysis
B. Stein and S.M.
Fuzzy Data Analysis
Objective Function-based Discretization
F. Höppner
Understanding and Controlling the Membership Degrees
in Fuzzy Clustering
F. Klawonn
Autonomous Sensor-based Landing Systems: Fusion of Vague and
Incomplete Information by Application of Fuzzy Clustering Techniques
B. Korn
Outlier Preserving Clustering for Structured Data Through Kernels
M.-J. Lesot
xvi Contents
Economies
Classification-relevant Importance Measures
for the West German Business Cycle
D.
The Classification of Local and Branch Labour Markets
in the Upper Silesia
W. Hantke
An Overview of Artificial Life Approaches for Clustering
D.
Design Problems of Complex Economic Experiments
J.
Traffic Sensitivity of Long-term Regional Growth Forecasts
W. Polasek and H. Berrer
Spiralling in BTA Deep-hole Drilling:
Models of Varying Frequencies
N.
Analysis of the Economic Development of Districts in Poland
as a Basis for the Framing of Regional Policies
M. Rozkrut and D. Rozkrut
Banking and Finance
The Classification of Candlestick Charts:
Laying the Foundation for Further Empirical Research
S. Etschberger, H. Fock,
Modeling and Estimating the Credit Cycle
by a Probit-AR(1)-Process
S. Hose and K. Vogl
Comparing and Selecting SVM-Kernels for Credit Scoring
R. Stecking and K.B. Schebesch
Value at Risk Using the Principal Components Analysis
on the Polish Power Exchange
G. Trzpiot and A. Ganczarek
Contents xvii
Marketing
A
Conducted with a Multivariate Logit Model
Y. Boztug and L.
Solving and Interpreting Binary Classification Problems in Marketing
with SVMs
G. Nalbantov,
Modeling the Nonlinear Relationship Between Satisfaction and Loyalty
with Structural Equation Models
M. Paulssen and A.
Job Choice Model to Measure Behavior
in a Multi-stage Decision Process
T.
Senaiparametric Stepwise Regression
to Estimate Sales Promotion Effects
W.J.
Adaptivity and Personalization
Implications of Probabilistic Data Modeling
for Mining Association Rules
M. Hahsler, K. Hornik, and T. Reutterer
Copula Functions in Model Based Clustering
K. Jajuga and D.
Attribute-aware Collaborative Filtering
K. Tso and L. Schmidt-Thieme
User and Data Authentication in IT Security
Towards a Flexible Framework for Open Source Software
for Handwritten Signature Analysis
R. Guest, M. Fairhurst, and
Multimodal Biometrie
Based on Hand Features
N.
xviii Contents
Labelling and Authentication for Medical Imaging
Through Data Hiding
A.
Hand-geometry Recognition Based on Contour Landmarks
R.
A Cross-cultural Evaluation Framework
for Behavioral
F. Wolf,
B. Yegnanarayana
Bioinformatics and Biostatistics
On External Indices for Mixtures: Validating Mixtures of Genes
I.G. Costa and A. Schliep
Tests for Multiple Change Points in Binary Markov Sequences
J. Krauth
UnitExpressions: A Rational Normalization Scheme
for
A. Ultsch
Classification of High-dimensional Biological and Medical Data
A Ridge Classification Method for High-dimensional Observations
M. Griming and S.
Assessing the Trustworthiness of Clustering Solutions
Obtained by a Function Optimization Scheme
U.
Variable Selection for Discrimination
of More Than Two Classes Where Data are Sparse
G. Szepannek and
Medical and Health Sciences
The Assessment of Second Primary Cancers (SPCs)
in a Series of Splenic Marginal Zone
S.
Contents xix
Heart Rate Classification Using Support Vector Machines
M.
Music Analysis
Visual Mining in Music Collections
F. Märchen,
Modeling Memory for Melodies
D.
Parameter Optimization in Automatic Transcription of Music
С
Data Mining Competition
GfKl Data Mining Competition
Predicting Liquidity Crises of Companies
J. Strackeljan, R.
D.
Author |
| any_adam_object | 1 |
| any_adam_object_boolean | 1 |
| author_GND | (DE-588)122165659 |
| building | Verbundindex |
| bvnumber | BV021530302 |
| classification_rvk | AN 93400 SK 830 SK 840 ST 265 |
| classification_tum | INF 450f |
| ctrlnum | (OCoLC)315251744 (DE-599)BVBBV021530302 |
| dewey-full | 001.012 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 001 - Knowledge |
| dewey-raw | 001.012 |
| dewey-search | 001.012 |
| dewey-sort | 11.012 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Maschinenbau / Maschinenwesen Allgemeines Informatik Bibliotheks- u. Informationswesen Mathematik |
| discipline_str_mv | Maschinenbau / Maschinenwesen Allgemeines Informatik Bibliotheks- u. Informationswesen Mathematik |
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| genre | (DE-588)1071861417 Konferenzschrift 2005 Magdeburg gnd-content |
| genre_facet | Konferenzschrift 2005 Magdeburg |
| id | DE-604.BV021530302 |
| illustrated | Illustrated |
| index_date | 2024-07-02T14:25:08Z |
| indexdate | 2024-07-09T20:37:56Z |
| institution | BVB |
| institution_GND | (DE-588)81419-2 |
| isbn | 3540313133 9783540313137 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-014746653 |
| oclc_num | 315251744 |
| open_access_boolean | |
| owner | DE-739 DE-355 DE-BY-UBR DE-91 DE-BY-TUM DE-19 DE-BY-UBM DE-11 |
| owner_facet | DE-739 DE-355 DE-BY-UBR DE-91 DE-BY-TUM DE-19 DE-BY-UBM DE-11 |
| physical | XIX, 761 S. Ill., graph. Darst. |
| publishDate | 2006 |
| publishDateSearch | 2006 |
| publishDateSort | 2006 |
| publisher | Springer |
| record_format | marc |
| series2 | Studies in classification, data analysis, and knowledge organization |
| spelling | From data and information analysis to knowledge engineering proceedings of the 29th annual conference of the Gesellschaft für Klassifikation e.V., University of Magdeburg, March 9 - 11, 2005 ; with 120 tables Myra Spiliopoulou ... ed. Berlin [u.a.] Springer 2006 XIX, 761 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Studies in classification, data analysis, and knowledge organization Klassifikation (DE-588)4030958-7 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2005 Magdeburg gnd-content Klassifikation (DE-588)4030958-7 s DE-604 Spiliopoulou, Myra 1965- Sonstige (DE-588)122165659 oth Gesellschaft für Klassifikation Sonstige (DE-588)81419-2 oth text/html http://deposit.dnb.de/cgi-bin/dokserv?id=2754971&prov=M&dok_var=1&dok_ext=htm Inhaltstext Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=014746653&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | From data and information analysis to knowledge engineering proceedings of the 29th annual conference of the Gesellschaft für Klassifikation e.V., University of Magdeburg, March 9 - 11, 2005 ; with 120 tables Klassifikation (DE-588)4030958-7 gnd |
| subject_GND | (DE-588)4030958-7 (DE-588)1071861417 |
| title | From data and information analysis to knowledge engineering proceedings of the 29th annual conference of the Gesellschaft für Klassifikation e.V., University of Magdeburg, March 9 - 11, 2005 ; with 120 tables |
| title_auth | From data and information analysis to knowledge engineering proceedings of the 29th annual conference of the Gesellschaft für Klassifikation e.V., University of Magdeburg, March 9 - 11, 2005 ; with 120 tables |
| title_exact_search | From data and information analysis to knowledge engineering proceedings of the 29th annual conference of the Gesellschaft für Klassifikation e.V., University of Magdeburg, March 9 - 11, 2005 ; with 120 tables |
| title_exact_search_txtP | From data and information analysis to knowledge engineering proceedings of the 29th annual conference of the Gesellschaft für Klassifikation e.V., University of Magdeburg, March 9 - 11, 2005 ; with 120 tables |
| title_full | From data and information analysis to knowledge engineering proceedings of the 29th annual conference of the Gesellschaft für Klassifikation e.V., University of Magdeburg, March 9 - 11, 2005 ; with 120 tables Myra Spiliopoulou ... ed. |
| title_fullStr | From data and information analysis to knowledge engineering proceedings of the 29th annual conference of the Gesellschaft für Klassifikation e.V., University of Magdeburg, March 9 - 11, 2005 ; with 120 tables Myra Spiliopoulou ... ed. |
| title_full_unstemmed | From data and information analysis to knowledge engineering proceedings of the 29th annual conference of the Gesellschaft für Klassifikation e.V., University of Magdeburg, March 9 - 11, 2005 ; with 120 tables Myra Spiliopoulou ... ed. |
| title_short | From data and information analysis to knowledge engineering |
| title_sort | from data and information analysis to knowledge engineering proceedings of the 29th annual conference of the gesellschaft fur klassifikation e v university of magdeburg march 9 11 2005 with 120 tables |
| title_sub | proceedings of the 29th annual conference of the Gesellschaft für Klassifikation e.V., University of Magdeburg, March 9 - 11, 2005 ; with 120 tables |
| topic | Klassifikation (DE-588)4030958-7 gnd |
| topic_facet | Klassifikation Konferenzschrift 2005 Magdeburg |
| url | http://deposit.dnb.de/cgi-bin/dokserv?id=2754971&prov=M&dok_var=1&dok_ext=htm http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=014746653&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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