dblp: ECDA 2014 (original) (raw)

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ECDA 2014: Bremen, Germany

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  • Invited Papers
  • Clustering
  • Regression and Other Statistical Techniques
  • Data Analysis in Marketing
  • Data Analysis in Medicine and Life Sciences
  • Data Analysis in Interdisciplinary Domains
  • Data Analysis in Library Science

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• > Home > Conferences and Workshops > ECDA

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    Adalbert F. X. Wilhelm, Hans A. Kestler:
    Analysis of Large and Complex Data - Second European Conference on Data Analysis, ECDA 2014, Bremen, Germany, July 2-4, 2014. Studies in Classification, Data Analysis, and Knowledge Organization, Springer 2016, ISBN 978-3-319-25224-7

Invited Papers

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    Adam Sagan:
    Latent Variables and Marketing Theory: The Paradigm Shift. 3-16
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    Alexander Pimperl, Timo Schulte, Helmut Hildebrandt:
    Business Intelligence in the Context of Integrated Care Systems (ICS): Experiences from the ICS "Gesundes Kinzigtal" in Germany. 17-30
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    Chien-Ju Lin, Christian Hennig, Chieh-Liang Huang:
    Clustering and a Dissimilarity Measure for Methadone Dosage Time Series. 31-41
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    Fionn Murtagh, Pedro Contreras:
    Linear Storage and Potentially Constant Time Hierarchical Clustering Using the Baire Metric and Random Spanning Paths. 43-52
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    Monia Ranalli, Roberto Rocci:
    Standard and Novel Model Selection Criteria in the Pairwise Likelihood Estimation of a Mixture Model for Ordinal Data. 53-68

Big Data

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    Cynthia Pitou, Jean Diatta:
    Textual Information Localization and Retrieval in Document Images Based on Quadtree Decomposition. 71-78
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    Lyn-Rouven Schirra, Ludwig Lausser, Hans A. Kestler:
    Selection Stability as a Means of Biomarker Discovery in Classification. 79-89
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    Robert Retz, Friedhelm Schwenker:
    Active Multi-Instance Multi-Label Learning. 91-101
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    Maxim Yakovlev, Ekaterina Chernyak:
    Using Annotated Suffix Tree Similarity Measure for Text Summarisation. 103-112
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    Claus Weihs, Daniel Horn, Bernd Bischl:
    Big Data Classification : Aspects on Many Features and Many Observations. 113-122

Clustering

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    Hans-Joachim Mucha, Hans-Georg Bartel:
    Bottom-Up Variable Selection in Cluster Analysis Using Bootstrapping: A Proposal. 125-135
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    Marcin Pelka:
    A Comparison Study for Spectral, Ensemble and Spectral-Mean Shift Clustering Approaches for Interval-Valued Symbolic Data. 137-146
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    Oumaima Alaoui Ismaili, Vincent Lemaire, Antoine Cornuéjols:
    Supervised Pre-processings Are Useful for Supervised Clustering. 147-157
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    Florent Domenach, George Portides:
    Similarity Measures on Concept Lattices. 159-169

Classification

Regression and Other Statistical Techniques

Applications

Data Analysis in Marketing

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    Stephanie Löffler, Daniel Baier:
    Market Oriented Product Design and Pricing: Effects of Intra-Individual Varying Partworths. 301-310
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    Mariusz Lapczynski:
    The Use of Hybrid Predictive C&RT-Logit Models in Analytical CRM. 311-320

Data Analysis in Finance

Data Analysis in Medicine and Life Sciences

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    Timm Intemann, Hermann Pohlabeln, Diana Herrmann, Wolfgang Ahrens, Iris Pigeot:
    Estimating Age- and Height-Specific Percentile Curves for Children Using GAMLSS in the IDEFICS Study. 385-394
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    Zardad Khan, Asma Gul, Osama Mahmoud, Miftahuddin Miftahuddin, Aris Perperoglou, Werner Adler, Berthold Lausen:
    An Ensemble of Optimal Trees for Class Membership Probability Estimation. 395-409
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    Asma Gul, Zardad Khan, Aris Perperoglou, Osama Mahmoud, Miftahuddin Miftahuddin, Werner Adler, Berthold Lausen:
    Ensemble of Subset of k-Nearest Neighbours Models for Class Membership Probability Estimation. 411-421

Data Analysis in Musicology

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    Denis Amelynck, Pieter-Jan Maes, Marc Leman, Jean-Pierre Martens:
    The Surprising Character of Music: A Search for Sparsity in Music Evoked Body Movements. 425-435
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    Igor Vatolkin, Geoffray Bonnin, Dietmar Jannach:
    Comparing Audio Features and Playlist Statistics for Music Classification. 437-447
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    Christophe Rhodes, Tim Crawford, Mark d'Inverno:
    Duplicate Detection in Facsimile Scans of Early Printed Music. 449-459
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    Nadja Bauer, Klaus Friedrichs, Bernd Bischl, Claus Weihs:
    Fast Model Based Optimization of Tone Onset Detection by Instance Sampling. 461-472
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    Daniel Müllensiefen, David J. Baker, Christophe Rhodes, Tim Crawford, Laurence Dreyfus:
    Recognition of Leitmotives in Richard Wagner's Music: An Item Response Theory Approach. 473-483

Data Analysis in Interdisciplinary Domains

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    Swetlana Herbrandt, Claus Weihs, Uwe Ligges, Manuel Pinho Ferreira, Christian Rautert, Dirk Biermann, Wolfgang Tillmann:
    Optimization of a Simulation for Inhomogeneous Mineral Subsoil Machining. 487-496
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    Alexey Fofonov, Lars Linsen:
    Fast and Robust Isosurface Similarity Maps Extraction Using Quasi-Monte Carlo Approach. 497-506
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    Baba B. Alhaji, Hongsheng Dai, Yoshiko Hayashi, Veronica Vinciotti, Andrew Harrison, Berthold Lausen:
    Analysis of ChIP-seq Data Via Bayesian Finite Mixture Models with a Non-parametric Component. 507-517
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    Gunnar Völkel, Markus Maucher, Christoph Müssel, Uwe Schöning, Hans A. Kestler:
    Information Theoretic Measures for Ant Colony Optimization. 519-530
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    Orlando Belo, Gabriel Mota, Joana Fernandes:
    A Signature Based Method for Fraud Detection on E-Commerce Scenarios. 531-543
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    Malgorzata Markowska, Andrzej Sokolowski, Danuta Strahl:
    Three-Way Clustering Problems in Regional Science. 545-550

Data Analysis in Social, Behavioural and Health Care Sciences

Data Analysis in Library Science

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    Leon Otto Burkard, Andreas Geyer-Schulz:
    Collaborative LiteratureWork in the Research Publication Process: The Cogeneration of Citation Networks as Example. 611-620
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    Bianca Pramann, Jessica Drechsler, Esther Chen, Robert Strötgen:
    Subject Indexing of Textbooks: Challenges in the Construction of a Discovery System. 621-627
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    Tanja Friedrich, Pascal Siegers:
    The Ofness and Aboutness of Survey Data: Improved Indexing of Social Science Questionnaires. 629-638
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    Cornelia Hedeler, Andreas Oskar Kempf, Jan Steinberg:
    Subject Indexing for Author Name Disambiguation: Opportunities and Challenges. 639-649

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