Lausen, Berthold
Algorithms from and for Nature and Life
Part I. Invited
1. Size and Power of Multivariate Outlier Detection Rules
Andrea Cerioli, Marco Riani, Francesca Torti
2. Clustering and Prediction of Rankings Within a Kemeny Distance Framework
Willem J. Heiser, Antonio D’Ambrosio
3. Solving the Minimum Sum of L1 Distances Clustering Problem by Hyperbolic Smoothing and Partition into Boundary and Gravitational Regions
Adilson Elias Xavier, Vinicius Layter Xavier, Sergio B. Villas-Boas
Part II. Clustering and Unsupervised Learning
4. On the Number of Modes of Finite Mixtures of Elliptical Distributions
Grigory Alexandrovich, Hajo Holzmann, Surajit Ray
5. Implications of Axiomatic Consensus Properties
Florent Domenach, Ali Tayari
6. Comparing Earth Mover’s Distance and its Approximations for Clustering Images
Sarah Frost, Daniel Baier
7. A Hierarchical Clustering Approach to Modularity Maximization
Wolfgang Gaul, Rebecca Klages
8. Mixture Model Clustering with Covariates Using Adjusted Three-Step Approaches
Dereje W. Gudicha, Jeroen K. Vermunt
9. Efficient Spatial Segmentation of Hyper-spectral 3D Volume Data
Jan Hendrik Kobarg, Theodore Alexandrov
10. Cluster Analysis Based on Pre-specified Multiple Layer Structure
Akinori Okada, Satoru Yokoyama
11. Factor PD-Clustering
Cristina Tortora, Mireille Gettler Summa, Francesco Palumbo
Part III. Statistical Data Analysis, Visualization and Scaling
12. Clustering Ordinal Data via Latent Variable Models
Damien McParland, Isobel Claire Gormley
13. Sentiment Analysis of Online Media
Michael Salter-Townshend, Thomas Brendan Murphy
14. Visualizing Data in Social and Behavioral Sciences: An Application of PARAMAP on Judicial Statistics
Ulas Akkucuk, J. Douglas Carroll, Stephen L. France
15. Properties of a General Measure of Configuration Agreement
Stephen L. France
16. Convex Optimization as a Tool for Correcting Dissimilarity Matrices for Regular Minimality
Matthias Trendtel, Ali Ünlü
17. Principal Components Analysis for a Gaussian Mixture
Carlos Cuevas-Covarrubias
18. Interactive Principal Components Analysis: A New Technological Resource in the Classroom
Carmen Villar-Patiño, Miguel Angel Mendez-Mendez, Carlos Cuevas-Covarrubias
19. One-Mode Three-Way Analysis Based on Result of One-Mode Two-Way Analysis
Satoru Yokoyama, Akinori Okada
20. Latent Class Models of Time Series Data: An Entropic-Based Uncertainty Measure
José G. Dias
21. Regularization and Model Selection with Categorical Covariates
Jan Gertheiss, Veronika Stelz, Gerhard Tutz
22. Factor Preselection and Multiple Measures of Dependence
Nina Büchel, Kay. F. Hildebrand, Ulrich Müller-Funk
23. Intrablocks Correspondence Analysis
Campo Elías Pardo, Jorge Eduardo Ortiz
24. Determining the Similarity Between US Cities Using a Gravity Model for Search Engine Query Data
Paul Hofmarcher, Bettina Grün, Kurt Hornik, Patrick Mair
Part IV. Bioinformatics and Biostatistics
25. An Efficient Algorithm for the Detection and Classification of Horizontal Gene Transfer Events and Identification of Mosaic Genes
Alix Boc, Pierre Legendre, Vladimir Makarenkov
26. Complexity Selection with Cross-validation for Lasso and Sparse Partial Least Squares Using High-Dimensional Data
Anne-Laure Boulesteix, Adrian Richter, Christoph Bernau
27. A New Effective Method for Elimination of Systematic Error in Experimental High-Throughput Screening
Vladimir Makarenkov, Plamen Dragiev, Robert Nadon
28. Local Clique Merging: An Extension of the Maximum Common Subgraph Measure with Applications in Structural Bioinformatics
Thomas Fober, Gerhard Klebe, Eyke Hüllermeier
29. Identification of Risk Factors in Coronary Bypass Surgery
Julia Schiffner, Erhard Godehardt, Stefanie Hillebrand, Alexander Albert, Artur Lichtenberg, Claus Weihs
Part V. Archaeology and Geography, Psychology and Educational Sciences
30. Parallel Coordinate Plots in Archaeology
Irmela Herzog, Frank Siegmund
31. Classification of Roman Tiles with Stamp PARDALIVS
Hans-Joachim Mucha, Jens Dolata, Hans-Georg Bartel
32. Applying Location Planning Algorithms to Schools: The Case of Special Education in Hesse (Germany)
Alexandra Schwarz
33. Detecting Person Heterogeneity in a Large-Scale Orthographic Test Using Item Response Models
Christine Hohensinn, Klaus D. Kubinger, Manuel Reif
34. Linear Logistic Models with Relaxed Assumptions in R
Thomas Rusch, Marco J. Maier, Reinhold Hatzinger
Part VI. Text Mining, Social Networks and Clustering
35. An Approach for Topic Trend Detection
Wolfgang Gaul, Dominique Vincent
36. Modified Randomized Modularity Clustering: Adapting the Resolution Limit
Andreas Geyer-Schulz, Michael Ovelgönne, Martin Stein
37. Cluster It! Semiautomatic Splitting and Naming of Classification Concepts
Dominik Stork, Kai Eckert, Heiner Stuckenschmidt
Part VII. Banking and Finance
38. A Theoretical and Empirical Analysis of the Black-Litterman Model
Wolfgang Bessler, Dominik Wolff
39. Vulnerability of Copula-VaR to Misspecification of Margins and Dependence Structure
Katarzyna Kuziak
40. Dynamic Principal Component Analysis: A Banking Customer Satisfaction Evaluation
Caterina Liberati, Paolo Mariani
41. Comparison of Some Chosen Tests of Independence of Value-at-Risk Violations
Krzysztof Piontek
42. Fundamental Portfolio Construction Based on Mahalanobis Distance
Anna Rutkowska-Ziarko
43. Multivariate Modelling of Cross-Commodity Price Relations Along the Petrochemical Value Chain
Myriam Thömmes, Peter Winker
Part VIII. Marketing and Management
44. Lifestyle Segmentation Based on Contents of Uploaded Images Versus Ratings of Items
Ines Daniel, Daniel Baier
45. Optimal Network Revenue Management Decisions Including Flexible Demand Data and Overbooking
Wolfgang Gaul, Christoph Winkler
46. Non-symmetrical Correspondence Analysis of Abbreviated Hard Laddering Interviews
Eugene Kaciak, Adam Sagan
47. Antecedents and Outcomes of Participation in Social Networking Sites
Sandra Loureiro
48. User-Generated Content for Image Clustering and Marketing Purposes
Diana Schindler
49. Logic Based Conjoint Analysis Using the Commuting Quantum Query Language
Ingo Schmitt, Daniel Baier
50. Product Design Optimization Using Ant Colony And Bee Algorithms: A Comparison
Sascha Voekler, Daniel Krausche, Daniel Baier
Part IX. Music Classification Workshop
51. Comparison of Classical and Sequential Design of Experiments in Note Onset Detection
Nadja Bauer, Julia Schiffner, Claus Weihs
52. Recognising Cello Performers Using Timbre Models
Magdalena Chudy, Simon Dixon
53. A Case Study About the Effort to Classify Music Intervals by Chroma and Spectrum Analysis
Verena Mattern, Igor Vatolkin, Günter Rudolph
54. Computational Prediction of High-Level Descriptors of Music Personal Categories
Günther Rötter, Igor Vatolkin, Claus Weihs
55. High Performance Hardware Architectures for Automated Music Classification
Ingo Schmädecke, Holger Blume
Nyckelord: Statistics, Statistics and Computing/Statistics Programs, Computer Appl. in Social and Behavioral Sciences, Operation Research/Decision Theory, Operations Research, Management Science, Data Mining and Knowledge Discovery, Statistics for Business/Economics/Mathematical Finance/Insurance
- Författare
- Lausen, Berthold
- Poel, Dirk Van den
- Ultsch, Alfred
- Utgivare
- Springer
- Utgivningsår
- 2013
- Språk
- en
- Utgåva
- 2013
- Serie
- Studies in Classification, Data Analysis, and Knowledge Organization
- Sidantal
- 20 sidor
- Kategori
- Naturvetenskaper
- Format
- E-bok
- eISBN (PDF)
- 9783319000350