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ORCIDECDA 2014: Bremen, Germany
- 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
- Adam Sagan:
Latent Variables and Marketing Theory: The Paradigm Shift. 3-16 - 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 - Chien-Ju Lin, Christian Hennig, Chieh-Liang Huang:
Clustering and a Dissimilarity Measure for Methadone Dosage Time Series. 31-41 - Fionn Murtagh, Pedro Contreras:
Linear Storage and Potentially Constant Time Hierarchical Clustering Using the Baire Metric and Random Spanning Paths. 43-52 - 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
- Cynthia Pitou, Jean Diatta:
Textual Information Localization and Retrieval in Document Images Based on Quadtree Decomposition. 71-78 - Lyn-Rouven Schirra, Ludwig Lausser, Hans A. Kestler:
Selection Stability as a Means of Biomarker Discovery in Classification. 79-89 - Robert Retz, Friedhelm Schwenker:
Active Multi-Instance Multi-Label Learning. 91-101 - Maxim Yakovlev, Ekaterina Chernyak:
Using Annotated Suffix Tree Similarity Measure for Text Summarisation. 103-112 - Claus Weihs, Daniel Horn, Bernd Bischl:
Big Data Classification : Aspects on Many Features and Many Observations. 113-122
Clustering
- Hans-Joachim Mucha, Hans-Georg Bartel:
Bottom-Up Variable Selection in Cluster Analysis Using Bootstrapping: A Proposal. 125-135 - Marcin Pelka:
A Comparison Study for Spectral, Ensemble and Spectral-Mean Shift Clustering Approaches for Interval-Valued Symbolic Data. 137-146 - Oumaima Alaoui Ismaili, Vincent Lemaire, Antoine Cornuéjols:
Supervised Pre-processings Are Useful for Supervised Clustering. 147-157 - Florent Domenach, George Portides:
Similarity Measures on Concept Lattices. 159-169
Classification
- Tomasz Górecki, Miroslaw Krzysko, Waldemar Wolynski:
Multivariate Functional Regression Analysis with Application to Classification Problems. 173-183 - Angelos I. Markos, Alfonso Iodice D'Enza:
Incremental Generalized Canonical Correlation Analysis. 185-194 - Atsuho Nakayama:
Evaluating the Necessity of a Triadic Distance Model. 195-205 - Luca Frigau, Claudio Conversano, Francesco Mola:
Assessing the Reliability of a Multi-Class Classifier. 207-217
Regression and Other Statistical Techniques
- Matthias Eckardt:
Reviewing Graphical Modelling of Multivariate Temporal Processes. 221-229 - Sri Utami Zuliana, Aris Perperoglou:
The Weight of Penalty Optimization for Ridge Regression. 231-239 - Dhouha Mejri, Mohamed Limam, Claus Weihs:
Monitoring a Dynamic Weighted Majority Method Based on Datasets with Concept Drift. 241-250
Applications
- Elzbieta Sobczak, Marcin Pelka:
Specialization in Smart Growth Sectors vs. Effects of Change of Workforce Numbers in the European Union Regional Space. 253-263 - Sonja Köppl, Markus Hellmann, Klaus Jostschulte, Christian Wöhler:
Evaluation of the Individually Perceived Quality from Head-Up Display Images Relating to Distortions. 265-274 - Osama Mahmoud, Andrew Harrison, Asma Gul, Zardad Khan, Metodi V. Metodiev, Berthold Lausen:
Minimizing Redundancy Among Genes Selected Based on the Overlapping Analysis. 275-285 - Beata Bal-Domanska:
The Identification of Relations Between Smart Specialization and Sensitivity to Crisis in the European Union Regions. 287-297
Data Analysis in Marketing
- Stephanie Löffler, Daniel Baier:
Market Oriented Product Design and Pricing: Effects of Intra-Individual Varying Partworths. 301-310 - Mariusz Lapczynski:
The Use of Hybrid Predictive C&RT-Logit Models in Analytical CRM. 311-320
Data Analysis in Finance
- Wolfgang Bessler, Colin Schneck:
Excess Takeover Premiums and Bidder Contests in Merger & Acquisitions: New Methods for Determining Abnormal Offer Prices. 323-333 - Karsten Luebke, Joachim Rojahn:
Firm-Specific Determinants on Dividend Changes: Insights from Data Mining. 335-344 - Mateusz Baryla, Barbara Pawelek, Józef Pociecha:
Selection of Balanced Structure Samples in Corporate Bankruptcy Prediction. 345-355 - Radoslaw Pietrzyk, Pawel Rokita:
Facilitating Household Financial Plan Optimization by Adjusting Time Range of Analysis to Life-Length Risk Aversion. 357-367 - Barbara Pawelek, Józef Pociecha, Mateusz Baryla:
Dynamic Aspects of Bankruptcy Prediction Logit Model for Manufacturing Firms in Poland. 369-382
Data Analysis in Medicine and Life Sciences
- 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 - 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 - 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
- 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 - Igor Vatolkin, Geoffray Bonnin, Dietmar Jannach:
Comparing Audio Features and Playlist Statistics for Music Classification. 437-447 - Christophe Rhodes, Tim Crawford, Mark d'Inverno:
Duplicate Detection in Facsimile Scans of Early Printed Music. 449-459 - Nadja Bauer, Klaus Friedrichs, Bernd Bischl, Claus Weihs:
Fast Model Based Optimization of Tone Onset Detection by Instance Sampling. 461-472 - 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
- 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 - Alexey Fofonov, Lars Linsen:
Fast and Robust Isosurface Similarity Maps Extraction Using Quasi-Monte Carlo Approach. 497-506 - 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 - Gunnar Völkel, Markus Maucher, Christoph Müssel, Uwe Schöning, Hans A. Kestler:
Information Theoretic Measures for Ant Colony Optimization. 519-530 - Orlando Belo, Gabriel Mota, Joana Fernandes:
A Signature Based Method for Fraud Detection on E-Commerce Scenarios. 531-543 - Malgorzata Markowska, Andrzej Sokolowski, Danuta Strahl:
Three-Way Clustering Problems in Regional Science. 545-550
Data Analysis in Social, Behavioural and Health Care Sciences
- Piotr Tarka:
CFA-MTMM Model in Comparative Analysis of 5-, 7-, 9-, and 11-point A/D Scales. 553-562 - Ali Ünlü, Martin Schrepp:
Biasing Effects of Non-Representative Samples of Quasi-Orders in the Assessment of Recovery Quality of IITA-Type Item Hierarchy Mining. 563-573 - Bernhard Gschrey, Ali Ünlü:
Correlated Component Regression: Profiling Student Performances by Means of Background Characteristics. 575-585 - Peter C. R. Lane, Peter D. Sozou, Fernand Gobet, Mark Addis:
Analysing Psychological Data by Evolving Computational Models. 587-597 - Lukás Sobísek, Mária Stachová:
Use of Panel Data Analysis for V4 Households Poverty Risk Prediction. 599-608
Data Analysis in Library Science
- Leon Otto Burkard, Andreas Geyer-Schulz:
Collaborative LiteratureWork in the Research Publication Process: The Cogeneration of Citation Networks as Example. 611-620 - Bianca Pramann, Jessica Drechsler, Esther Chen, Robert Strötgen:
Subject Indexing of Textbooks: Challenges in the Construction of a Discovery System. 621-627 - Tanja Friedrich, Pascal Siegers:
The Ofness and Aboutness of Survey Data: Improved Indexing of Social Science Questionnaires. 629-638 - Cornelia Hedeler, Andreas Oskar Kempf, Jan Steinberg:
Subject Indexing for Author Name Disambiguation: Opportunities and Challenges. 639-649
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