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ORCIDAlgorithms from and for Nature and Life 2013
- Berthold Lausen
, Dirk Van den Poel, Alfred Ultsch:
Algorithms from and for Nature and Life - Classification and Data Analysis. Studies in Classification, Data Analysis, and Knowledge Organization, Springer 2013, ISBN 978-3-319-00034-3
Invited
- Andrea Cerioli, Marco Riani, Francesca Torti:
Size and Power of Multivariate Outlier Detection Rules. 3-17 - Willem J. Heiser, Antonio D'Ambrosio:
Clustering and Prediction of Rankings Within a Kemeny Distance Framework. 19-31 - Adilson Elias Xavier, Vinicius Layter Xavier, Sergio B. Villas-Boas:
Solving the Minimum Sum of L1 Distances Clustering Problem by Hyperbolic Smoothing and Partition into Boundary and Gravitational Regions. 33-46
Clustering and Unsupervised Learning
- Grigory Alexandrovich, Hajo Holzmann, Surajit Ray:
On the Number of Modes of Finite Mixtures of Elliptical Distributions. 49-57 - Florent Domenach, Ali Tayari:
Implications of Axiomatic Consensus Properties. 59-67 - Sarah Frost, Daniel Baier:
Comparing Earth Mover's Distance and its Approximations for Clustering Images. 69-78 - Wolfgang Gaul, Rebecca Klages:
A Hierarchical Clustering Approach to Modularity Maximization. 79-86 - Dereje W. Gudicha, Jeroen K. Vermunt:
Mixture Model Clustering with Covariates Using Adjusted Three-Step Approaches. 87-94 - Jan Hendrik Kobarg, Theodore Alexandrov:
Efficient Spatial Segmentation of Hyper-spectral 3D Volume Data. 95-103 - Akinori Okada, Satoru Yokoyama:
Cluster Analysis Based on Pre-specified Multiple Layer Structure. 105-113 - Cristina Tortora, Mireille Gettler-Summa, Francesco Palumbo:
Factor PD-Clustering. 115-123
Statistical Data Analysis, Visualization and Scaling
- Damien McParland, Isobel Claire Gormley:
Clustering Ordinal Data via Latent Variable Models. 127-135 - Michael Salter-Townshend, Thomas Brendan Murphy:
Sentiment Analysis of Online Media. 137-145 - Ulas Akkucuk, J. Douglas Carroll, Stephen L. France:
Visualizing Data in Social and Behavioral Sciences: An Application of PARAMAP on Judicial Statistics. 147-154 - Stephen L. France:
Properties of a General Measure of Configuration Agreement. 155-163 - Matthias Trendtel, Ali Ünlü:
Convex Optimization as a Tool for Correcting Dissimilarity Matrices for Regular Minimality. 165-174 - Carlos Cuevas-Covarrubias:
Principal Components Analysis for a Gaussian Mixture. 175-183 - Carmen Villar-Patiño, Miguel Angel Mendez-Mendez, Carlos Cuevas-Covarrubias:
Interactive Principal Components Analysis: A New Technological Resource in the Classroom. 185-193 - Satoru Yokoyama, Akinori Okada:
One-Mode Three-Way Analysis Based on Result of One-Mode Two-Way Analysis. 195-203 - José G. Dias:
Latent Class Models of Time Series Data: An Entropic-Based Uncertainty Measure. 205-214 - Jan Gertheiss, Veronika Stelz, Gerhard Tutz:
Regularization and Model Selection with Categorical Covariates. 215-222 - Nina Büchel, Kay F. Hildebrand, Ulrich Müller-Funk:
Factor Preselection and Multiple Measures of Dependence. 223-232 - Campo Elías Pardo, Jorge Eduardo Ortiz Pinilla:
Intrablocks Correspondence Analysis. 233-241 - Paul Hofmarcher, Bettina Grün, Kurt Hornik, Patrick Mair:
Determining the Similarity Between US Cities Using a Gravity Model for Search Engine Query Data. 243-250
Bioinformatics and Biostatistics
- Alix Boc, Pierre Legendre, Vladimir Makarenkov:
An Efficient Algorithm for the Detection and Classification of Horizontal Gene Transfer Events and Identification of Mosaic Genes. 253-260 - Anne-Laure Boulesteix, Adrian Richter, Christoph Bernau:
Complexity Selection with Cross-validation for Lasso and Sparse Partial Least Squares Using High-Dimensional Data. 261-268 - Vladimir Makarenkov, Plamen Dragiev, Robert Nadon:
A New Effective Method for Elimination of Systematic Error in Experimental High-Throughput Screening. 269-277 - Thomas Fober, Gerhard Klebe, Eyke Hüllermeier:
Local Clique Merging: An Extension of the Maximum Common Subgraph Measure with Applications in Structural Bioinformatics. 279-286 - Julia Schiffner, Erhard Godehardt, Stefanie Hillebrand, Alexander Albert, Artur Lichtenberg, Claus Weihs:
Identification of Risk Factors in Coronary Bypass Surgery. 287-295
Archaeology and Geography, Psychology and Educational Sciences
- Irmela Herzog, Frank Siegmund:
Parallel Coordinate Plots in Archaeology. 299-308 - Hans-Joachim Mucha, Jens Dolata, Hans-Georg Bartel:
Classification of Roman Tiles with Stamp PARDALIVS. 309-317 - Alexandra Schwarz:
Applying Location Planning Algorithms to Schools: The Case of Special Education in Hesse (Germany). 319-327 - Christine Hohensinn, Klaus D. Kubinger, Manuel Reif:
Detecting Person Heterogeneity in a Large-Scale Orthographic Test Using Item Response Models. 329-336 - Thomas Rusch, Marco J. Maier, Reinhold Hatzinger:
Linear Logistic Models with Relaxed Assumptions in R. 337-344
Text Mining, Social Networks and Clustering
- Wolfgang Gaul, Dominique Vincent:
An Approach for Topic Trend Detection. 347-354 - Andreas Geyer-Schulz, Michael Ovelgönne, Martin Stein:
Modified Randomized Modularity Clustering: Adapting the Resolution Limit. 355-363 - Dominik Stork, Kai Eckert, Heiner Stuckenschmidt:
Cluster It! Semiautomatic Splitting and Naming of Classification Concepts. 365-373
Banking and Finance
- Wolfgang Bessler, Dominik Wolff:
A Theoretical and Empirical Analysis of the Black-Litterman Model. 377-386 - Katarzyna Kuziak:
Vulnerability of Copula-VaR to Misspecification of Margins and Dependence Structure. 387-395 - Caterina Liberati, Paolo Mariani:
Dynamic Principal Component Analysis: A Banking Customer Satisfaction Evaluation. 397-405 - Krzysztof Piontek:
Comparison of Some Chosen Tests of Independence of Value-at-Risk Violations. 407-416 - Anna Rutkowska-Ziarko:
Fundamental Portfolio Construction Based on Mahalanobis Distance. 417-426 - Myriam Thömmes, Peter Winker:
Multivariate Modelling of Cross-Commodity Price Relations Along the Petrochemical Value Chain. 427-435
Marketing and Management
- Ines Daniel, Daniel Baier:
Lifestyle Segmentation Based on Contents of Uploaded Images Versus Ratings of Items. 439-447 - Wolfgang Gaul, Christoph Winkler:
Optimal Network Revenue Management Decisions Including Flexible Demand Data and Overbooking. 449-456 - Eugene Kaciak, Adam Sagan:
Non-symmetrical Correspondence Analysis of Abbreviated Hard Laddering Interviews. 457-464 - Sandra Loureiro:
Antecedents and Outcomes of Participation in Social Networking Sites. 465-472 - Diana Schindler:
User-Generated Content for Image Clustering and Marketing Purposes. 473-480 - Ingo Schmitt, Daniel Baier:
Logic Based Conjoint Analysis Using the Commuting Quantum Query Language. 481-489 - Sascha Voekler, Daniel Krausche, Daniel Baier:
Product Design Optimization Using Ant Colony And Bee Algorithms: A Comparison. 491-498
Music Classification Workshop
- Nadja Bauer, Julia Schiffner, Claus Weihs:
Comparison of Classical and Sequential Design of Experiments in Note Onset Detection. 501-509 - Magdalena Chudy, Simon Dixon:
Recognising Cello Performers Using Timbre Models. 511-518 - Verena Mattern, Igor Vatolkin, Günter Rudolph:
A Case Study About the Effort to Classify Music Intervals by Chroma and Spectrum Analysis. 519-528 - Günther Rötter, Igor Vatolkin, Claus Weihs:
Computational Prediction of High-Level Descriptors of Music Personal Categories. 529-537 - Ingo Schmädecke, Holger Blume:
High Performance Hardware Architectures for Automated Music Classification. 539-547
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