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Journal of Classification

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Editor: Willem J. Heiser
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2013, Volume 30, Issue 1

3-29 Utilization of singularity exponent in nearest neighbor based classifier
by Marcel Jirina & Marcel Jirina
30-55 Detecting Clusters in the Data from Variance Decompositions of Its Projections
by Yannis Yatracos
56-74 Additive Biclustering: A Comparison of One New and Two Existing ALS Algorithms
by Tom Wilderjans & Dirk Depril & Iven Van Mechelen
75-99 Comparing Optimization Algorithms for Item Selection in Mokken Scale Analysis
by J. Straat & L. Ark & Klaas Sijtsma
100-123 Combining Association Measures for Collocation Extraction Using Clustering of Receiver Operating Characteristic Curves
by Jaromír Antoch & Luboš Prchal & Pascal Sarda
124-147 A Thurstonian Ranking Model with Rank-Induced Dependencies
by Daniel Ennis & John Ennis

2012, Volume 29, Issue 3

277-296 Block-Relaxation Approaches for Fitting the INDCLUS Model
by Tom Wilderjans & Dirk Depril & Iven Mechelen
297-320 Lowdimensional Additive Overlapping Clustering
by Dirk Depril & Iven Mechelen & Tom Wilderjans
321-340 Recognizing Treelike k-Dissimilarities
by Sven Herrmann & Katharina Huber & Vincent Moulton & Andreas Spillner
341-362 Mixtures of Autoregressions with an Improper Component for Panel Data
by Nicholas Longford & Pierpaolo D’Urso
363-401 Local Statistical Modeling via a Cluster-Weighted Approach with Elliptical Distributions
by Salvatore Ingrassia & Simona Minotti & Giorgio Vittadini

2011, Volume 28, Issue 2

144-155 Some New Results on Orthogonally Constrained Candecomp
by Mohammed Dosse & Jos Berge & Jorge Tendeiro
156-183 Clustering of Distributions: A Case of Patent Citations
by Nataša Kejžar & Simona Korenjak-Černe & Vladimir Batagelj
184-209 MCS: A Method for Finding the Number of Clusters
by Ahmed Albatineh & Magdalena Niewiadomska-Bugaj
210-226 A New Dimension Reduction Method: Factor Discriminant K-means
by Roberto Rocci & Stefano Gattone & Maurizio Vichi
227-243 Multiclass Functional Discriminant Analysis and Its Application to Gesture Recognition
by Hidetoshi Matsui & Takamitsu Araki & Sadanori Konishi
244-270 Classification and Categorical Inputs with Treed Gaussian Process Models
by Tamara Broderick & Robert Gramacy

2011, Volume 28, Issue 1

3-5 Editorial
by Willem Heiser
7-20 The Academic Journal Ranking Problem: A Fuzzy-Clustering Approach
by Stefano Benati & Silvana Stefani
21-37 The Factorial Minimum Spanning Tree as a Reference for a Synthetic Index of Complex Phenomena
by Sergio Scippacercola
38-52 Heterogeneity Measures in Customer Satisfaction Analysis
by Pasquale Valentini & Tonio Battista & Stefano Antonio Gattone
53-69 Complementary Use of Rasch Models and Nonlinear Principal Components Analysis in the Assessment of the Opinion of Europeans About Utilities
by Pier Ferrari & Silvia Salini
70-92 Correspondence Analysis with Linear Constraints of Ordinal Cross-Classifications
by Antonello D’Ambra & Pietro Amenta
93-112 On the Imputation of Missing Data in Surveys with Likert-Type Scales
by Maurizio Carpita & Marica Manisera
113-125 Iterative Design of Experiments by Non-Linear PLS Models. A Case Study: The Reservoir Simulator Data to Forecast Oil Production
by R. Lombardo & J.-F. Durand & A. Faraj
126-141 GME Estimation of Spatial Structural Equations Models
by Rosa Bernardini Papalia & Enrico Ciavolino

2010, Volume 27, Issue 3

279-306 Structural Similarity: Spectral Methods for Relaxed Blockmodeling
by Ulrik Brandes & Jürgen Lerner
307-321 Dimensionality Reduction on the Cartesian Product of Embeddings of Multiple Dissimilarity Matrices
by Zhiliang Ma & Adam Cardinal-Stakenas & Youngser Park & Michael Trosset & Carey Priebe
322-332 A Formal Proof of a Paradox Associated with Cohen’s Kappa
by Matthijs Warrens
333-362 Comparing Several Parametric and Nonparametric Approaches to Time Series Clustering: A Simulation Study
by Sonia Díaz & José Vilar
363-388 Dimensionally Reduced Model-Based Clustering Through Mixtures of Factor Mixture Analyzers
by Cinzia Viroli
389-403 A Probability for Classification Based on the Dirichlet Process Mixture Model
by Ruth Fuentes–García & Ramsés Mena & Stephen Walker
404-407 Stanley A. Mulaik, Linear Causal Modeling with Structural Equations, Chapman & Hall/CRC., 2009, pp. 468, ISBN: 14398 00383
by Phillip Wood
408-410 Wojtek J. Krzanowski, Statistical Principles and Techniques in Scientific and Social Research, Oxford University Press, 2007, pp. 300, ISBN10: 0199213100
by Gretchen Hendrickson

2010, Volume 27, Issue 2

136-157 Minimum Tree Cost Quartet Puzzling
by Tudor Ionescu & Géraldine Polaillon & Frédéric Boulanger
158-172 An Algorithm for Computing Cutpoints in Finite Metric Spaces
by Andreas Dress & Katharina Huber & Jacobus Koolen & Vincent Moulton & Andreas Spillner
173-190 n-Way Metrics
by Matthijs Warrens
191-210 Multiple Correspondence Analysis via Polynomial Transformations of Ordered Categorical Variables
by Rosaria Lombardo & Jacqueline Meulman
211-230 Functional Cluster Analysis via Orthonormalized Gaussian Basis Expansions and Its Application
by Mitsunori Kayano & Koji Dozono & Sadanori Konishi
231-275 Wavelet-based Fuzzy Clustering of Time Series
by Elizabeth Ann Maharaj & Pierpaolo D’Urso & Don Galagedera

2010, Volume 27, Issue 1

3-40 Intelligent Choice of the Number of Clusters in K-Means Clustering: An Experimental Study with Different Cluster Spreads
by Mark Chiang & Boris Mirkin
41-53 Selection of a Representative Sample
by Herbert Lee & Matthew Taddy & Genetha Gray
54-88 A Fuzzy Clustering Model for Multivariate Spatial Time Series
by Renato Coppi & Pierpaolo D’Urso & Paolo Giordani
89-110 Parsimonious Classification Via Generalized Linear Mixed Models
by G. Kauermann & J. Ormerod & M. Wand
111-128 Anisotropic Orthogonal Procrustes Analysis
by Mohammed Bennani Dosse & Jos Berge
129-131 J. M. Horgan, Probability with R: An Introduction with Computer Science Applications, John Wiley & Sons, 2008, pp. 393, ISBN 978-0-470-28073-7
by Michael Pratte

2009, Volume 26, Issue 3

249-277 The Remarkable Simplicity of Very High Dimensional Data: Application of Model-Based Clustering
by Fionn Murtagh
279-296 Seriation in the Presence of Errors: NP-Hardness of l ∞ -Fitting Robinson Structures to Dissimilarity Matrices
by Victor Chepoi & Bernard Fichet & Morgan Seston
297-328 Market Segmentation Using Brand Strategy Research: Bayesian Inference with Respect to Mixtures of Log-Linear Models
by Pascal Hattum & Herbert Hoijtink
329-360 Unfolding Incomplete Data: Guidelines for Unfolding Row-Conditional Rank Order Data with Random Missings
by Frank Busing & Mark Rooij
361-379 Incremental Tree-Based Missing Data Imputation with Lexicographic Ordering
by Claudio Conversano & Roberta Siciliano

2009, Volume 26, Issue 2

119-120 Editorial
by Willem Heiser
121-154 Structural Classification Analysis of Three-Way Dissimilarity Data
by Donatella Vicari & Maurizio Vichi
155-181 Optimization Strategies for Two-Mode Partitioning
by Joost Rosmalen & Patrick Groenen & Javier Trejos & William Castillo
183-199 A Procedure for Estimating the Number of Clusters in Logistic Regression Clustering
by Guoqi Qian & Yuehua Wu & Qing Shao
201-225 Bayes Discriminant Rules with Ordered Predictors
by Cristina Rueda & Miguel Fernández & Bonifacio Salvador
227-245 k-Adic Similarity Coefficients for Binary (Presence/Absence) Data
by Matthijs Warrens

2009, Volume 26, Issue 1

3-28 Classifying Time Series Data: A Nonparametric Approach
by Juan Vilar & José Vilar & Sonia Pértega
29-54 Distributional Equivalence and Subcompositional Coherence in the Analysis of Compositional Data, Contingency Tables and Ratio-Scale Measurements
by Michael Greenacre & Paul Lewi
55-76 Some Interpretative Tools for Non-Symmetrical Correspondence Analysis
by Eric Beh & Luigi D’Ambra
77-101 Robust Double Clustering: A Method Based on Alternating Concentration Steps
by Alessio Farcomeni
103-117 Assessing Congruence Among Ultrametric Distance Matrices
by Véronique Campbell & Pierre Legendre & François-Joseph Lapointe

2008, Volume 25, Issue 2

151-151 Editorial
by Willem Heiser
153-158 A Characterization of Majority Rule for Hierarchies
by Fred McMorris & Robert Powers
159-175 The Metric Cutpoint Partition Problem
by Alain Hertz & Sacha Varone
177-183 On the Equivalence of Cohen’s Kappa and the Hubert-Arabie Adjusted Rand Index
by Matthijs Warrens
185-193 A Binary Integer Program to Maximize the Agreement Between Partitions
by Michael Brusco & Douglas Steinley
195-208 Bounds of Resemblance Measures for Binary (Presence/Absence) Variables
by Matthijs Warrens
209-224 On the Discrepancy Measures for the Optimal Equal Probability Partitioning in Bayesian Multivariate Micro-Aggregation
by George Kokolakis & Dimitris Fouskakis
225-247 Identifiability of Finite Mixtures of Multinomial Logit Models with Varying and Fixed Effects
by Bettina Grün & Friedrich Leisch
249-260 Classification Based on Depth Transvariations
by Nedret Billor & Asheber Abebe & Asuman Turkmen & Sai Nudurupati

2008, Volume 25, Issue 1

1-2 Editorial
by Willem Heiser
5-26 Probabilistic D-Clustering
by Adi Ben-Israel & Cem Iyigun
27-42 Degenerating Families of Dendrograms
by Patrick Bradley
43-65 Solving Non-Uniqueness in Agglomerative Hierarchical Clustering Using Multidendrograms
by Alberto Fernández & Sergio Gómez
67-85 Selecting Among Multi-Mode Partitioning Models of Different Complexities: A Comparison of Four Model Selection Criteria
by Jan Schepers & Eva Ceulemans & Iven Mechelen
87-112 Mining Supervised Classification Performance Studies: A Meta-Analytic Investigation
by Adrien Jamain & David Hand
113-123 A Simple Identification Proof for a Mixture of Two Univariate Normal Distributions
by Erik Meijer & Jelmer Ypma
125-136 On the Indeterminacy of Resemblance Measures for Binary (Presence/Absence) Data
by Matthijs Warrens
137-141 B. Le Roux and H. Rouanet, Geometric Data Analysis, From Correspondence Analysis to Structured Data Analysis, Dordrecht, Kluwer, 2004, pp. xi + 475
by Fionn Murtagh
143-145 J. A. Hagenaars and A. L. McCutcheon, Applied Latent Class Analysis, Kluwer, Dordrecht, 2002, pp. 476
by Phillip Wood

2007, Volume 24, Issue 2

155-181 Bayesian Regularization for Normal Mixture Estimation and Model-Based Clustering
by Chris Fraley & Adrian E. Raftery
183-203 Separating Latent Classes by Information Criteria
by Chih-Chien Yang & Chih-Chiang Yang
205-219 Incremental Classification with Generalized Eigenvalues
by Claudio Cifarelli & Mario R. Guarracino & Onur Seref & Salvatore Cuciniello & Panos M. Pardalos
221-234 Free Knot Splines for Supervised Classification
by Nicolas Molinari
235-249 The Metric Bridge Partition Problem: Partitioning of a Metric Space into Two Subspaces Linked by an Edge in Any Optimal Realization
by Alain Hertz & Sacha Varone
251-275 Algorithms for ℓ 1-Embeddability and Related Problems
by Pierre Hansen & Sylvain Perron
277-301 Global Optimization in Any Minkowski Metric: A Permutation-Translation Simulated Annealing Algorithm for Multidimensional Scaling
by J. Fernando Vera & Willem J. Heiser & Alex Murillo
303-304 On a General Transformation Making a Dissimilarity Matrix Euclidean
by Jacques Benasseni & Mohammed Bennani Dosse & Serge Joly

2007, Volume 24, Issue 1

3-32 The Haar Wavelet Transform of a Dendrogram
by Fionn Murtagh
33-51 On a General Transformation Making a Dissimilarity Matrix Euclidean
by Jacques Benasseni & Mohammed Bennani Dosse & Serge Joly
53-70 Default Priors for Neural Network Classification
by Herbert K.H. Lee
71-98 Simultaneous Component and Clustering Models for Three-way Data: Within and Between Approaches
by Maurizio Vichi & Roberto Rocci & Henk A.L. Kiers
99-121 Initializing K-means Batch Clustering: A Critical Evaluation of Several Techniques
by Douglas Steinley & Michael J. Brusco
123-143 Asymmetric Agglomerative Hierarchical Clustering Algorithms and Their Evaluations
by Akinobu Takeuchi & Takayuki Saito & Hiroshi Yadohisa

2006, Volume 23, Issue 2

175-197 Recent Advances in Predictive (Machine) Learning
by Jerome H. Friedman
199-220 Confidence in Classification: A Bayesian Approach
by Wojtek J. Krzanowski & Trevor C. Bailey & Derek Partridge & Jonathan E. Fieldsend & Richard M. Everson & Vitaly Schetinin
221-254 PARAMAP vs. Isomap: A Comparison of Two Nonlinear Mapping Algorithms
by Ulas Akkucuk & J. Douglas Carroll
255-268 On the Performance of Simulated Annealing for Large-Scale L 2 Unidimensional Scaling
by Michael J. Brusco
269-299 CLUSCALE ("CLUstering and multidimensional SCAL[E]ing"): A Three-Way Hybrid Model Incorporating Overlapping Clustering and Multidimensional Scaling Structure
by Anil Chaturvedi & J. Douglas Carroll
301-313 On Similarity Indices and Correction for Chance Agreement
by Ahmed N. Albatineh & Magdalena Niewiadomska-Bugaj & Daniel Mihalko
315-334 Generation of Random Clusters with Specified Degree of Separation
by Weiliang Qiu & Harry Joe

2006, Volume 23, Issue 1

3-30 The Practice of Cluster Analysis
by Jon R. Kettenring
31-56 Astrocladistics: A Phylogenetic Analysis of Galaxy Evolution I. Character Evolutions and Galaxy Histories
by Didier Fraix-Burnet & Philippe Choler & Emmanuel J.P. Douzery & Anne Verhamme
57-78 Astrocladistics: A Phylogenetic Analysis of Galaxy Evolution II. Formation and Diversification of Galaxies
by Didier Fraix-Burnet & Philippe Choler & Emmanuel J.P. Douzery & Anne Verhamme
79-102 On the Complexity of Ordinal Clustering
by Rahul Shah & Martin Farach-Colton
103-121 Maximum Transfer Distance Between Partitions
by Irene Charon & Lucile Denoeud & Alain Guenoche & Olivier Hudry
123-141 On Classification and Regression Trees for Multiple Responses and Its Application
by Seong Keon Lee
143-167 On a Transvariation Based Measure of Group Separability
by Daniela G. Calò
169-172 A Review of Three Classification Society Meetings: 2001-2002
by Douglas Steinley

2005, Volume 22, Issue 2

151-183 Hierarchical Clustering via Joint Between-Within Distances: Extending Ward's Minimum Variance Method
by Gabor J. Szekely & Maria L. Rizzo
185-201 A Proposal for Robust Curve Clustering
by Luis Angel Garcia-Escudero & Alfonso Gordaliza
203-219 Clustering Univariate Observations via Mixtures of Unimodal Normal Mixtures
by Francesco Bartolucci
221-250 OCLUS: An Analytic Method for Generating Clusters with Known Overlap
by Douglas Steinley & Robert Henson
251-271 Rotation in Correspondence Analysis
by Michel Velden & Henk A.L. Kiers
273-286 A Comparison of Two Methods for Fitting the INDCLUS Model
by Jos M.F. Berge & Henk A.L. Kiers
287-310 Analysis of Global k-Means, an Incremental Heuristic for Minimum Sum-of-Squares Clustering
by Pierre Hansen & Eric Ngai & Bernard K. Cheung & Nenad Mladenovic

2005, Volume 22, Issue 1

1-1 Editorial
by Willem J. Heiser
3-15 On the Uniqueness of the Selection Criterion in Neighbor-Joining
by David Bryant
17-48 A Hierarchical Methodology for Class Detection Problems with Skewed Priors
by Christopher K. Eveland & Diego A. Socolinsky & Carey E. Priebe & David J. Marchette
49-58 Minimal Sample Size in the Group Classification Problem
by Waldemar Wołynski
59-86 Extensions of Biplot Methodology to Discriminant Analysis
by Sugnet Gardner & Niël J. Roux
87-118 Combinatorial Representations of Token Sequences
by Cees H. Elzinga
119-138 A Permutation-Translation Simulated Annealing Algorithm for L 1 and L 2 Unidimensional Scaling
by Alex Murillo & J. Fernando Vera & Willem J. Heiser
139-142 J. Felsenstein, Inferring Phylogenies, Sinauer Assoc., 2004, pp. xx + 664
by F. James Rohlf
143-144 W.H.E. Day and F.R. McMorris, Axiomatic Consensus Theory in Group Choice and Biomathematics, SIAM Frontiers in Mathematics, Philadelphia PA, 2003, pp. xvi + 155, ISBN 0-89871-551-2 (pbk)
by Bernard Harris

2004, Volume 21, Issue 2

167-184 On Ultrametricity, Data Coding, and Computation
by Fionn Murtagh
185-206 Percept Variance, Subadditivity and the Metric Classification of Similarity, and Dissimilarity Data
by David B. MacKay & Bryan Lilly
207-230 Improving Dynamic Programming Strategies for Partitioning
by B.J. Os & J.J. Meulman
231-253 Model-Based Clustering for Image Segmentation and Large Datasets via Sampling
by Ron Wehrens & Lutgarde M.C. Buydens & Chris Fraley & Adrian E. Raftery
255-277 Oscillation Heuristics for the Two-group Classification Problem
by Ognian Asparouhov & Paul A. Rubin

2004, Volume 21, Issue 1

3-18 Performance Analysis of Hierarchical Clustering Algorithms
by Olivier Gascuel & Andy McKenzie
19-50 Adapting the Formal to the Substantive: Constrained Tucker3-HICLASS
by Eva Ceulemans & Iven Mechelen & Peter Kuppens
51-69 The Isolation Approach to Hierarchical Clustering
by Hans-Rolf Gregorius
71-88 Linear Discriminant Analysis and Transvariation
by Angela Montanari
89-109 Optimal Scaling of Paired Comparison Data
by Michel Velden
111-137 Local Influence Analysis for Mixture of Structural Equation Models
by Xin-Yuan Song & Sik-Yum Lee
139-154 Asymptotic Properties of the Multivariate L p-mean
by Yadolah Dodge & Pirmin Lemburger

2003, Volume 20, Issue 2

139-140 Editorial
by W.J. Heiser
143-180 Maximum Split Clustering Under Connectivity Constraints
by Pierre Hansen & Brigitte Jaumard & Christophe Meyer & Bruno Simeone & Valeria Doring
181-220 Maximum Split Clustering Under Connectivity Constraints
by Mark Rooij & John C. Gower
221-255 Maximum Likelihood Estimation and Model Comparison for Mixtures of Structural Equation Models with Ignorable Missing Data
by Sik-Yum Lee & Xin-Yuan Song
257-261 A Note on K-modes Clustering
by Zhexue Huang & Michael K. Ng
263-286 Enhanced Model-Based Clustering, Density Estimation, and Discriminant Analysis Software: MCLUST
by Chris Fraley & Adrian E. Raftery
263-286 Enhanced Model-Based Clustering, Density Estimation, and Discriminant Analysis Software: MCLUST
by Chris Fraley & Adrian E. Raftery

1997, Volume 14, Issue 2

195-224 Asymmetric multidimensional scaling of two-mode three-way proximities
by Akinori Okada & Tadashi Imaizumi
225-247 Latent class DEDICOM
by Yoshio Takane & Henk Kiers
249-267 Radial basis functions for exploratory data analysis: An iterative majorisation approach for Minkowski distances based on multidimensional scaling
by Andrew Webb
269-295 Concordance between two linear orders: The Spearman and Kendall coefficients revisited
by B. Monjardet
297-310 A modification of the SINDCLUS algorithm for fitting the ADCLUS and INDCLUS models
by Henk Kiers
311-325 Recognition of Robinsonian dissimilarities
by Victor Chepoi & Bernard Fichet
327-330 Measurement in information science
by David Dubin
331-333 A robust approach to nonlinear multivariate analysis
by Jan Leeuw

1996, Volume 13, Issue 2

195-212 An entropy criterion for assessing the number of clusters in a mixture model
by Gilles Celeux & Gilda Soromenho
213-229 Numerical taxonomy and the principle of maximum entropy
by Mats Gyllenberg & Timo Koski
231-248 The weighted sum of split and diameter clustering
by Y. Wang & H. Yan & C. Sriskandarajah
249-266 Fitting a distance model to homogeneous subsets of variables: Points of view analysis of categorical data
by Jacqueline Meulman
267-280 A spherical representation of a correlation matrix
by Bruno Falissard
281-297 Averaging over decision trees
by Jonathan Oliver & David Hand
299-313 Constrained clustering and Kohonen Self-Organizing Maps
by Christophe Ambroise & Gérard Govaert
315-335 Measuring the influence of individual data points in a cluster analysis
by Glenn Milligan & Richard Cheng
337-362 Book reviews
by William Day & Rudolf Mathar & Ove Frank & R. Payne & Chris Glasbey & Carl Ramm & David Banks & Pascale Rousseau & Erhard Godehardt
363-375 Program: Classification Society of North America's Annual Meeting, Jointly Held with the Numerical Taxonomy Group University of Massachusetts, Amherst 13–16 June 1996
by M. Janowitz

1996, Volume 13, Issue 1

3-18 Metric unidimensional scaling and global optimization
by Vadim Pliner
19-25 Unidimensional scaling: A linear programming approach minimizing absolute deviations
by Evangelia Simantiraki
27-56 Quantitative properties of the evolution and classification of languages
by Eric Holman
57-80 The analysis of free-sorting data: Beyond pairwise cooccurrences
by John Daws
81-105 Unfolding a symmetric matrix
by John Gower & Michael Greenacre
107-127 Espaliers: A generalization of dendrograms
by Pierre Hansen & Brigitte Jaumard & Bruno Simeone
129-155 A reduction algorithm for approximating a (nonmetric) dissimilarity by a tree distance
by Olivier Gascuel & Denise Levy
157-168 Space-conserving agglomerative algorithms
by Zhenmin Chen & John Ness
169-172 A computer program to calculate Hubert and Arabie's adjusted rand index
by Robert Saltstone & Ken Stange
173-185 Book reviews
by G. Govaert & H. Kiers & P. Willett & Ludovic Lebart

1995, Volume 12, Issue 2

157-158 Information and classification: Concepts, methods and applications
by M. Windham
165-190 The Kohonen self-organizing map method: An assessment
by F. Murtagh & M. Hernández-Pajares
191-205 Three-way distances
by S. Joly & G. Calvé
207-241 Minimum spanning trees for tree metrics: abridgements and adjustments
by Bruno Leclerc
243-263 Additive two-mode clustering: The error-variance approach revisited
by Boris Mirkin & Phipps Arabie & Lawrence Hubert
265-282 Comparison tests for dendrograms: A comparative evaluation
by François-Joseph Lapointe & Pierre Legendre
283-313 A graph-theoretic method for organizing overlapping clusters into trees, multiple trees, or extended trees
by J. Carroll & James Corter

1995, Volume 12, Issue 1

2-2 Erratum
by W. Krazanowski
3-19 The majorization approach to multidimensional scaling for Minkowski distances
by Patrick Groenen & Rudolf Mathar & Willem Heiser