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Locarek-Junge, Hermann

Classification as a Tool for Research

Locarek-Junge, Hermann - Classification as a Tool for Research, ebook

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ISBN: 9783642107450
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Table of contents

1. Hierarchical Clustering with Performance Guarantees
Sanjoy Dasgupta

2. Alignment Free String Distances for Phylogeny
Frédéric Guyon, Alain Guénoche

3. Data Quality Dependent Decision Making in Pattern Classification
Josef Kittler, Norman Poh

4. Clustering Proteins and Reconstructing Evolutionary Events
Boris Mirkin

5. Microarray Dimension Reduction Based on Maximizing Mantel Correlation Coefficients Using a Genetic Algorithm Search Strategy
Elena Deych, Robert Culverhouse, William D. Shannon

6. Multiparameter Hierarchical Clustering Methods
Gunnar Carlsson, Facundo Mémoli

7. Unsupervised Sparsification of Similarity Graphs
Tim Gollub, Benno Stein

8. Simultaneous Clustering and Dimensionality Reduction Using Variational Bayesian Mixture Model
Kazuho Watanabe, Shotaro Akaho, Shinichiro Omachi, Masato Okada

9. A Partitioning Method for the Clustering of Categorical Variables
Marie Chavent, Vanessa Kuentz, Jérôme Saracco

10. Treed Gaussian Process Models for Classification
Tamara Broderick, Robert B. Gramacy

11. Ridgeline Plot and Clusterwise Stability as Tools for Merging Gaussian Mixture Components
Christian Hennig

12. Clustering with Confidence: A Low-Dimensional Binning Approach
Rebecca Nugent, Werner Stuetzle

13. Local Classification of Discrete Variables by Latent Class Models
Michael Bücker, Gero Szepannek, Claus Weihs

14. A Comparative Study on Discrete Discriminant Analysis through a Hierarchical Coupling Approach
Ana Sousa Ferreira

15. A Comparative Study of Several Parametric and Semiparametric Approaches for Time Series Classification
Sonia Pértega Díaz, José A. Vilar

16. Finite Dimensional Representation of Functional Data with Applications
Alberto Muñoz, Javier González

17. Clustering Spatio-Functional Data: A Model Based Approach
Elvira Romano, Antonio Balzanella, Rosanna Verde

18. Use of Mixture Models in Multiple Hypothesis Testing with Applications in Bioinformatics
Geoffrey J. McLachlan, Leesa Wockner

19. Finding Groups in Ordinal Data: An Examination of Some Clustering Procedures
Marek Walesiak, Andrzej Dudek

20. An Application of One-mode Three-way Overlapping Cluster Analysis
Satoru Yokoyama, Atsuho Nakayama, Akinori Okada

21. Evaluation of Clustering Results: The Trade-off Bias-Variability
Margarida G. M. S. Cardoso, Katti Faceli, André C. P. L. F. Carvalho

22. Cluster Structured Multivariate Probability Distribution with Uniform Marginals
Andrzej Sokolowski, Sabina Denkowska

23. Analysis of Diversity-Accuracy Relations in Cluster Ensemble
Dorota Rozmus

24. Linear Discriminant Analysis with more Variables than Observations: A not so Naive Approach
A. Pedro Duarte Silva

25. Fast Hierarchical Clustering from the Baire Distance
Pedro Contreras, Fionn Murtagh

26. The Trend Vector Model: Identification and Estimation in SAS
Mark Rooij, Hsiu-Ting Yu

27. Discrete Beta-Type Models
Antonio Punzo

28. The R Package DAKS: Basic Functions and Complex Algorithms in Knowledge Space Theory
Anatol Sargin, Ali Ünlü

29. Methods for the Analysis of Skew-Symmetry in Asymmetric Multidimensional Scaling
Giuseppe Bove

30. Canonical Correspondence Analysis in Social Science Research
Michael Greenacre

31. Exploring Data Through Archetypes
Maria Rosaria D’Esposito, Giancarlo Ragozini, Domenico Vistocco

32. Exploring Sensitive Topics: Sensitivity, Jeopardy, and Cheating
Claudia Becker

33. Sampling the Join of Streams
Raphaël Féraud, Fabrice Clérot, Pascal Gouzien

34. The R Package fechner for Fechnerian Scaling
Thomas Kiefer, Ali Ünlü, Ehtibar N. Dzhafarov

35. Asymptotic Behaviour in Symbolic Markov Chains
Monique Noirhomme-Fraiture

36. An Interactive Graphical System for Visualizing Data Quality–Tableplot Graphics
Waqas Ahmed Malik, Antony Unwin, Alexander Gribov

37. Symbolic Multidimensional Scaling Versus Noisy Variables and Outliers
Marcin Pełka

38. Principal Components Analysis for Trapezoidal Fuzzy Numbers
Alexia Pacheco, Oldemar Rodrı́guez

39. Factor Selection in Observational Studies – An Application of Nonlinear Factor Selection to Propensity Scores
Stephan Dlugosz

40. Nonlinear Mapping Using a Hybrid of PARAMAP and Isomap Approaches
Ulas Akkucuk, J. Douglas Carroll

41. Dimensionality Reduction Techniques for Streaming Time Series: A New Symbolic Approach
Antonio Balzanella, Antonio Irpino, Rosanna Verde

42. A Batesian Semiparametric Generalized Linear Model with Random Effects Using Dirichlet Process Priors
Kei Miyazaki, Kazuo Shigemasu

43. Exact Confidence Intervals for Odds Ratios with Algebraic Statistics
Anne Krampe, Sonja Kuhnt

44. The CHIC Analysis Software v1.0
Angelos Markos, George Menexes, Iannis Papadimitriou

45. Clustering the Roman Heaven: Uncovering the Religious Structures in the Roman Province Germania Superior
Tudor Ionescu, Leif Scheuermann

46. Geochemical and Statistical Investigation of Roman Stamped Tiles of the Legio XXI Rapax

Hans-Georg Bartel, Hans-Joachim Mucha, Jens Dolata

47. Land Cover Classification by Multisource Remote Sensing: Comparing Classifiers for Spatial Data
Alexander Brenning

48. Are there Cluster of Communities with the Same Dynamic Behaviour?
Martin Behnisch, Alfred Ultsch

49. Land Cover Detection with Unsupervised Clustering and Hierarchical Partitioning
Laura Poggio, Pierre Soille

50. Using Advanced Regression Models for Determining Optimal Soil Heterogeneity Indicators
Georg Ruß, Rudolf Kruse, Martin Schneider, Peter Wagner

51. Local Analysis of SNP Data
Tina Müller, Julia Schiffner, Holger Schwender, Gero Szepannek, Claus Weihs, Katja Ickstadt

52. Airborne Particulate Matter and Adverse Health Events: Robust Estimation of Timescale Effects
Massimo Bilancia, Francesco Campobasso

53. Identification of Specific Genomic Regions Responsible for the Invasivity of Neisseria Meningitidis

Dunarel Badescu, Abdoulaye Baniré Diallo, Vladimir Makarenkov

54. Classification of ABC Transporters Using Community Detection
Claire Gaugain, Roland Barriot, Gwennaele Fichant, Yves Quentin

55. Estimation of the Number of Sustained Viral Responders by Interferon Therapy Using Random Numbers with a Logistic Model
Shinobu Tatsunami, Takahiko Ueno, Rie Kuwabara, Junichi Mimaya, Akira Shirahata, Masashi Taki

56. Virtual High Throughput Screening Using Machine Learning Methods
Cherif Mballo, Vladimir Makarenkov

57. Network Analysis of Works on Clustering and Classification from Web of Science
Nataša Kejžar, Simona Korenjak Černe, Vladimir Batagelj

58. Recommending in Social Tagging Systems Based on Kernelized Multiway Analysis
Alexandros Nanopoulos, Artus Krohn-Grimberghe

59. Dynamic Population Segmentation in Online Market Monitoring
Norbert Walchhofer, Karl A. Froeschl, Milan Hronsky, Kurt Hornik

60. Gaining ‘Consumer Insights’ from Influential Actors in Weblog Networks
Martin Klaus, Ralf Wagner

61. Visualising a Text with a Tree Cloud
Philippe Gambette, Jean Véronis

62. A Tree Kernel Based on Classification and Citation Data to Analyse Patent Documents
Markus Arndt, Ulrich Arndt

63. A New SNA Centrality Measure Quantifying the Distance to the Nearest Center
Angela Bohn, Stefan Theußl, Ingo Feinerer, Kurt Hornik, Patrick Mair, Norbert Walchhofer

64. Mining Innovative Ideas to Support New Product Research and Development
Dirk Thorleuchter, Dirk Poel, Anita Prinzie

65. The Basis of Credit Scoring: On the Definition of Credit Default Events
Alexandra Schwarz, Gerhard Arminger

66. Forecasting Candlesticks Time Series with Locally Weighted Learning Methods
Javier Arroyo

67. An Analysis of Alternative Methods for Measuring Long-Run Performance: An Application to Share Repurchase Announcements
Wolfgang Bessler, Julian Holler, Martin Seim

68. Knowledge Discovery in Stock Market Data
Alfred Ultsch, Hermann Locarek-Junge

69. The Asia Financial Crises and Exchange Rates: Had there been Volatility Shifts for Asian Currencies?
Takashi Oga, Wolfgang Polasek

70. The Pricing of Risky Securities in a Fuzzy Least Square Regression Model
Francesco Campobasso, Annarita Fanizzi, Massimo Bilancia

71. Classification of the Indo-European Languages Using a Phylogenetic Network Approach
Alix Boc, Anna Maria Sciullo, Vladimir Makarenkov

72. Parsing as Classification
Lidia Khmylko, Wolfgang Menzel

73. Comparing the Stability of Clustering Results of Dialect Data Based on Several Distance Matrices
Edgar Haimerl, Hans-Joachim Mucha

74. Marketing and Regional Sales: Evaluation of Expenditure Strategies by Spatial Sales Response Functions
Daniel Baier, Wolfgang Polasek

75. A Demand Learning Data Based Approach to Optimize Revenues of a Retail Chain
Wolfgang Gaul, Abdolhadi Darzian Azizi

76. Missing Values and the Consistency Problem Concerning AHP Data
Wolfgang Gaul, Dominic Gastes

77. Monte Carlo Methods in the Assessment of New Products: A Comparison of Different Approaches
Said Esber, Daniel Baier

78. Preference Analysis and Product Design in Markets for Elderly People: A Comparison of Methods and Approaches
Samah Abu-Assab, Daniel Baier, Mirko Kühne

79. Usefulness of A Priori Information about Customers for Market Research: An Analysis for Personalisation Aspects in Retailing
Michael Brusch, Eva Stüber

80. Importance of Consumer Preferences on the Diffusion of Complex Products and Systems
Sabine Schmidt, Magdalena Missler-Behr

81. Household Possession of Consumer Durables on Background of some Poverty Lines
Józef Dziechciarz, Marta Dziechciarz, Klaudia Przybysz

82. Effect of Consumer Perceptions of Web Site Brand Personality and Web Site Brand Association on Web Site Brand Image
Sandra Loureiro, Silvina Santana

83. Perceptually Based Phoneme Recognition in Popular Music
Gero Szepannek, Matthias Gruhne, Bernd Bischl, Sebastian Krey, Tamas Harczos, Frank Klefenz, Christian Dittmar, Claus Weihs

84. SVM Based Instrument and Timbre Classification
Sebastian Krey, Uwe Ligges

85. Three-way Scaling and Clustering Approach to Musical Structural Analysis
Mitsuhiro Tsuji, Toshio Shimokawa, Akinori Okada

86. Improving GMM Classifiers by Preliminary One-class SVM Outlier Detection: Application to Automatic Music Mood Estimation
Hanna Lukashevich, Christian Dittmar

87. Multiobjective Optimization for Decision Support in Automated 2.5D System-in-Package Electronics Design
Martin Berger, Michael Schröder, Karl-Heinz Küfer

88. Multi-Objective Quality Assessment for EA Parameter Tuning
Heike Trautmann, Boris Naujoks, Mike Preuss

89. A Novel Multi-Objective Target Value Optimization Approach
S. Wenzel, S. Straatmann, L. Kwiatkowski, P. Schmelzer, J. Kunert

90. Desirability-Based Multi-Criteria Optimisation of HVOF Spray Experiments
Gerd Kopp, Ingor Baumann, Evelina Vogli, Wolfgang Tillmann, Claus Weihs

Keywords: Statistics, Statistical Theory and Methods, Statistics and Computing/Statistics Programs, Data Mining and Knowledge Discovery, Artificial Intelligence (incl. Robotics)

Author(s)
 
Publisher
Springer
Publication year
2010
Language
en
Edition
1
Series
Studies in Classification, Data Analysis, and Knowledge Organization
Page amount
36 pages
Category
Natural Sciences
Format
Ebook
eISBN (PDF)
9783642107450

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