Archives of Data Science, Series A - Published Issues and Articles

Published Issues and Articles

As soon as an issue has been published and archived in the permanent storage at KIT Scientific Publishing (KSP) it will cease to be available as Online-First publication. The volume number information from the Online-First reference stays constant as a key to the archive. An article in its final state should be cited as follows:

Please cite as follows:

Author[s] (Year), Title, Archives of Data Science, Series A Volume(Number), PagesFrom-PagesTo.
Ball, Fabian and Geyer-Schulz, Andreas (2017), Weak Invariants of Actions of the Automorphism Group of a Graph, Archives of Data Science, Series A 2(1), 1 - 22

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Editors
Andreas Geyer-Schulz and Jozef Pociecha
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Andreas Geyer-Schulz and Józef Pociecha Editorial 1–2 Get Article Details
Bock, Hans-Hermann Probabilistic two-way clustering approaches with emphasis on the maximum interaction criterion 3–20 Get Article Details
Mucha, Hans-Joachim Assessment of Stability in Partitional Clustering Using Resampling Techniques 21–39 Get Article Details
Bräuning, Michael and Hüllermeier, Eyke Learning Conditional Lexicographic Preference Trees 41–55 Get Article Details
Wilk, Justyna Application of Classification Trees in the Analysis of the Population Ageing Process 57–76 Get Article Details
Baier, Daniel, Pełka, Marcin, Rybicka, Aneta and Schreiber, Stefanie TCA/HB Compared to CBC/HB for Predicting Choices Among Multi-Attributed Products 77–87 Get Article Details
Bartłomowicz, Tomasz and Bąk, Andrzej Maximum Difference Scaling Method in the MaxDiff R Package 89–101 Get Article Details
Dziechciarz, Józef, Dziechciarz-Duda, Marta, Król, Anna and Targaszewska, Marta Various Approaches to Measuring Effectiveness of Tertiary Education 103–127 Get Article Details
Herbrandt, Swetlana, Ligges, Uwe, Ferreira, Manuel, Kansteiner, Michael and Weihs, Claus Statistical Simulation of a Multi-Phase Tool Machining a Multi-Phase Workpiece 129–155 Get Article Details
Lausser, Ludwig, Schmid, Florian, Platzer, Matthias, Sillanpää, Mikko J. and Kestler, Hans A. Semantic multi-classifier systems for the analysis of gene expression profiles 157–176 Get Article Details
Editors
Berthold Lausen, Andreas Geyer-Schulz, Sabine Krolak-Schwerdt, Fionn Murtagh, Jozef Pociecha and Adalbert Wilhelm

Articles in this Publication:

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Weihs, Claus, Swetlana, Herbrandt, Bauer, Nadja, Friedrichs, Klaus and Horn, Daniel Efficient Global Optimization: Motivation, Variations, and Applications 3–28 Get Article Details
Akhanli, Serhat Emre and Hennig, Christian Some Issues in Distance Construction for Football Players Performance Data 29–45 Get Article Details
Murtagh, Fionn and Contreras, Pedro Clustering through High Dimensional Data Scaling: Applications and Implementations 47–62 Get Article Details
Dangl, Rainer and Leisch, Friedrich On a Comprehensive Metadata Framework for Artificial Data in Unsupervised Learning 63–78 Get Article Details
Mucha, Hans-Joachim and Bartel, Hans-Georg Validation of K-means Clustering: Why is Bootstrapping Better Than Subsampling? 79–92 Get Article Details
Qarmalah, Najla M., Einbeck, Jochen and Coolen, Frank P. A. Mixture Models for Prediction from Time Series, with Application to Energy Use Data 91–105 Get Article Details
Domenach, Florent and Rajabi, Zeynab Correspondence-Based Lattice Similarity Measure 109–123 Get Article Details
Ball, Fabian and Geyer-Schulz, Andreas Weak Invariants of Actions of the Automorphism Group of a Graph 123–144 Get Article Details
Gorban, Alexander N., Mirkes, Evgeny M. and Zinovyev, Andrei Robust principal graphs for data approximation 147–162 Get Article Details
Ünlü, Ali and Schrepp, Martin Techniques for Sampling Quasi-orders 163–182 Get Article Details
Horn, Daniel, Bischl, Bernd, Demircioglu, Aydın, Glasmachers, Tobias, Wagner, Tobias and Weihs, Claus Multi-objective selection of algorithm portfolios 183–196 Get Article Details
Hackl-Sommer, René and Schwantner, Michael Patent Claim Structure Recognition 197–212 Get Article Details
Aga, Rosa Tsegaye, Wartena, Christian, Lange, Otto and Aders, Nelleke Automatic Identification of Synonym Relations in the Dutch Parliament`s Thesaurus 213–224 Get Article Details
Kohlhase, Michael and Sperber, Wolfram The Semantic Multilingual Glossary of Mathematics (SMGloM) project or why do we need a semantic glossary of mathematics 225–239 Get Article Details
Editors
Berthold Lausen, Andreas Geyer-Schulz, Sabine Krolak-Schwerdt, Fionn Murtagh, Jozef Pociecha and Adalbert Wilhelm

Articles in this Publication:

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Burkovski, Andre, Schirra, Lyn-Rouven, Schmid, Florian, Lausser, Ludwig and Kestler, Hans A. Ordinal Prototype-Based Classifiers 3–21 Get Article Details
Duong-Trung, Nghia, Schilling, Nicolas, Drumond, Rego Lucas and Schmidt-Thieme, Lars An Effective Approach for Geolocation Prediction in Twitter Streams Using Clustering Based Discretization 23–37 Get Article Details
Casey, Arlene J, Ahmadi,Samad and Murtagh, Fionn Exploring Relationships between Article Level Metrics and Content Quantities in Academic Papers 39–52 Get Article Details
Nguyen, Hanh T. H, Wistuba, Martin, Drumond, Rego Lucas and Schmidt-Thieme, Lars CNN-FM: Personalized Content-Aware Image Tag Recommendation 53–68 Get Article Details
Cuevas-Covarrubias, Carlos and Riccomagno, Eva Reduction of Dimensionality for Classification 69–84 Get Article Details
Rockel, Tobias, Joenssen,Dieter William and Bankhofer,Udo Decision Trees for the Imputation of Categorical Data 85–99 Get Article Details
Majewska, Justyna and Trzpiot, Grazyna Robust approach to life expectancy projection 101–114 Get Article Details
Tarka, Piotr The comparison of estimation methods on the parameter estimates and fit indices in SEM model under 7-point Likert scale 115–130 Get Article Details
Król, Anna The Application of Partial Least Squares Method in Hedonic Modelling 131–143 Get Article Details
Dziechciarz-Duda, Marta and Król, Anna The Analysis of Consumers' Preferences with the Application of Multivariate Models: Hedonic Regression and Multidimensional Scaling 145–160 Get Article Details
Pietrzyk, Radoslaw and Rokita, Pawel Integrated measures of household risk in financial plans optimized under a consumption rate constraint 161–176 Get Article Details
Pawełek, Barbara, Pociecha, Józef, Kostrzewska, Jadwiga, Baryła, Mateusz and Lipieta, Artur Problem of Outliers in Corporate Bankruptcy Prediction 177–193 Get Article Details
Krezolek, Dominik and Trzpiot, Grazyna The Application of the GlueVaR Measure in Risk Assessment on the Metal Market 195–211 Get Article Details
Zhang,Dell and Brown, Chris Predictive Modelling of Evidence Informed Teaching 213–227 Get Article Details
McDonald, Barry Religious Switchers: Data on Religious Change in New Zealand 229–248 Get Article Details
Editors
Berthold Lausen, Andreas Geyer-Schulz

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Kirchner, Susanne and Sögner, Leopold An Exploratory Analysis on the Risk to be Offended on the Internet 1–26 Get Article Details
Weihs, Claus and Kassner, Tobias Classification Method Performance in High Dimensions 1–29 Get Article Details
Müller, Christine H. and Meinke,Stefan H. Trimmed likelihood estimators for stochastic differential equations with an application to crack growth analysis from photos 1–27 Get Article Details
Editors
Andreas Geyer-Schulz and Krzysztof Jajuga

Articles in this Publication:

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Miroslaw Szreder Will Big Data Affect Opinion Polls? 1–15 Get Article Details
Kruse, Felix, Dmitriyev, Viktor and Marx Gómez, Jorge Building a Connection Between Decision Maker and Data-Driven Decision Process 1–16 Get Article Details
Ball, Fabian and Geyer-Schulz, Andreas Symmetry-based graph clustering partition stability 1–21 Get Article Details
Bormann, Vanessa, Gehrke, Matthias and Luebke, Karsten Evaluation of Selected Models for Value at Risk Calculation 1–18 Get Article Details
Najman, Krzysztof; Migdal-Najman, Kamila and Badowska, Sylwia The Consumption Behaviour Patterns of Consumers 60 + in the Aspect of Purchasing a Selected Technological Product: Comparative Empirical Research in Poland and Slovenia 1–14 Get Article Details
Shevchuk, Victor and Zyra, Joanna Higher education effects on regional growth in Poland: panel data estimates 1–14 Get Article Details
Willems, Matthieu, Tahiri, Nadia and Makarenkov, Vladimir Building explicit hybridization networks using the maximum likelihood and Neighbor-Joining approaches 1–21 Get Article Details
Schweigert, Victoria-Anne and Geyer-Schulz, Andreas Improving the First Impression of an Online Scientific Publishing Service: A Usability Test 1–21 Get Article Details
Editors
Andreas Geyer-Schulz, Eyke Hüllermeier, Adalbert Wilhelm, Hans Kestler

Articles in this Publication:

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Tiepmar, Jochen Big Data and Digital Humanities 1–13 Get Article Details
Schnackenberg, Sarah; Ligges, Uwe and Weihs, Claus Online Linear Discriminant Analysis for Data Streams with Concept Drift 1–20 Get Article Details