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

Click on an issue to view the articles

Editors
Andreas Geyer-Schulz and Jozef Pociecha
Download
Get Volume

Articles in this Publication:

Author(s) Title Pages Download  
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:

Author(s) Title Pages Download  
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:

Author(s) Title Pages Download  
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

Articles in this Publication:

Author(s) Title Pages Download  
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
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
Editors
Andreas Geyer-Schulz and Krzysztof Jajuga

Articles in this Publication:

Author(s) Title Pages Download  
Ball, Fabian and Geyer-Schulz, Andreas Symmetry-based graph clustering partition stability 1–21 Get Article Details
Shevchuk, Victor and Zyra, Joanna Higher education effects on regional growth in Poland: panel data estimates 1–14 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
Willems, Matthieu, Tahiri, Nadia and Makarenkov, Vladimir Building explicit hybridization networks using the maximum likelihood and Neighbor-Joining approaches 1–21 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
Mayer, Thomas and Gehrke, Matthias A Statistical Evaluation of Possible Bubbles in the Price Development in the German Housing Market 1–19 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
Bormann, Vanessa, Gehrke, Matthias and Luebke, Karsten Evaluation of Selected Models for Value at Risk Calculation 1–18 Get Article Details
Weihs, Claus; Meyer, Oliver and Schnackenberg, Sarah DMAIC in Lithium-Ion-Battery Production 1–13 Get Article Details
Szreder, Miroslaw Will Big Data Affect Opinion Polls? 1–15 Get Article Details
Dörksen, Helene and Lohweg, Volker Margin-based Refinement for Linear Discriminant Analysis 1–21 Get Article Details
Christiaans, Thomas, Luebke, Karsten and Richenhagen, Julia Subjective Financial Well-Being An Explorative Analysis by Algorithmic Modeling Techniques 1–18 Get Article Details
Schilling, Nicolas, Windler, Torben and Schmidt-Thieme, Lars Hyperparameter Optimization Across Problem Tasks 1–19 Get Article Details
Busch, Dimitri Hybrid Approach Combining Statistical and Rule-Based Models for the Automated Indexing of Bibliographic Metadata in the Area of Planning and Building Construction 1–17 Get Article Details
Majerowska, Ewa and Gostkowska-Drzewicka, Magdalena Market Performance and Capital Structure of the Companies Listed on the Warsaw Stock Exchange in Poland 1–24 Get Article Details
Kulakowski,Rafal, Lausen, Adi, Low-Decarie, Etienne and Lausen, Berthold Classification Methods for 16S rRNA Based Functional Annotation 1–23 Get Article Details
Markowska, Małgorzata, Sokołowski, Andrzej and Rygiel, Agnieszka Women in EU as Seen by Dynamic Principal Component Analysis (PCA) 1–18 Get Article Details
Rozmus, Dorota Stability of Grouping the EU Countries in Terms of Sustainable Development Levels 1–9 Get Article Details
Olbryś, Joanna and Mursztyn, Michał Evaluating Trade Side Classification Algorithms Using Intraday Data from the Warsaw Stock Exchange 1–19 Get Article Details
Wycinka, Ewa and Jurkiewicz, Tomasz A Vertical Mixture Cure Model for Credit Risk Analysis 1–15 Get Article Details
Wartena, Christian and Franke-Maier, Michael A Hybrid Approach to Assignment of Library of Congress Subject Headings 1–13 Get Article Details
Brzezińska, Justyna, Sagan, Adam and Rybicka, Aneta IRT Measurement Models for Conjoint Analysis 1–12 Get Article Details
Lausser, Ludwig, Schäfer, Lisa M. and Kestler, Hans A. Ordinal Classifiers Can Fail on Repetitive Class Structures 1–37 Get Article Details
Editors
Andreas Geyer-Schulz, Eyke Hüllermeier, Adalbert Wilhelm, Hans Kestler

Articles in this Publication:

Author(s) Title Pages Download  
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
Sulieman, Hana; Alzaatreh, Ayman A Supervised Feature Selection Approach Based on Global Sensitivity 1–13 Get Article Details
Thill, Markus and Konen, Wolfgang Online Adaptable Time Series Anomaly Detection with Discrete Wavelet Transforms and Multivariate Gaussian Distributions 1–17 Get Article Details
Boström,Henrik and Gurung, Ram B. and Lindgren, Tony and Johansson, Ulf Explaining Random Forest Predictions with Association Rules 1–20 Get Article Details
Barz, Björn, Schröter, Kai, Münch, Moritz, Yang, Bin, Unger, Andrea, Dransch, Doris and Denzler, Joachim Enhancing Flood Impact Analysis using Interactive Retrieval of Social Media Images 1–21 Get Article Details
Górecki, Tomasz and Piasecki,Pawel An Experimental Evaluation of Time Series Classification Using Various Distance Measures 1–25 Get Article Details
Guillon, Arthur, Lesot, Marie-Jeanne and Marsala, Christophe Sparsity-Inducing Fuzzy Subspace Clustering 1–22 Get Article Details
Ball, Fabian and Geyer-Schulz, Andreas The Impact of Graph Symmetry on Clustering 1–19 Get Article Details
Krüger, Alexander, Tünnermann, Jan, Rohlfing, Katharina and Scharlau, Ingrid Quantitative Explanation as a Tight Coupling of Data, Model, and Theory 1–27 Get Article Details
Nakayama, Atsuho Topic Detection and Classification in Consumer Web Communication Data 1–18 Get Article Details
Naunheim, Florian, Gehrke, Matthias and Heidemann, Jeffrey The Effects of the Regulatory Capital Requirements of Basel III on the Cost of Capital of Banks 1–21 Get Article Details
Zhou, Baifan, Pychynski, Tim, Reischl, Markus and Mikut, Ralf Comparison of Machine Learning Approaches for Time-series-based Quality Monitoring of Resistance Spot Welding (RSW) 1–27 Get Article Details
Hadersbeck, Maximilian, Pichler, Alois, Ullrich, Sabine, Röhrer, Ines and Gangopadhyay, Nivedita The FinderApp WiTTFind for Wittgenstein's Nachlass 1–19 Get Article Details
Löfström, Helena, Löfström, Tuwe and Johansson, Ulf Interpretable Instance-Based Text Classification for Social Science Research Projects 1–27 Get Article Details
Scharei, Kristina, Herde, Marek, Bieshaar, Maarten, Calma, Adrian, Kottke, Daniel and Sick, Bernhard Automated Active Learning with a Robot 1–15 Get Article Details
Murgia, Alessandro and Tsiporkova, Elena and Verbeke, Mathias and Tourwé, Tom Context-Aware Performance Benchmarking of a Fleet of Industrial Assets 1–15 Get Article Details
Boeva, Veselka and Kohstall, Jan and Lundberg, Lars and Angelova, Milena Combining Cluster Validation Indices for Detecting Label Noise 1–16 Get Article Details
Kahl, Matthias and Kroll, Andreas Structure Identification of Dynamical Takagi-Sugeno Fuzzy Models by Using LPV Techniques 1–17 Get Article Details
Hassen, Alan Kai; Janßen, Hilko; Assenmacher, Dennis; Preuss, Mike and Vatolkin, Igor Classifying Music Genres Using Image Classification Neural Networks 1–18 Get Article Details
Meyer-Sickendiek, Burkhard and Hussein, Hussein and Baumann, Timo Towards the Creation of a Poetry Translation Mapping System 1–15 Get Article Details
Vatolkin, Igor Robustness of Features and Classification Models on Degraded Data Sets in Music Classification 1–16 Get Article Details
Kirchhof,Michael and Meyer, Oliver and Mähr, Stefan and Braunwarth, Wolfgang and Weihs, Claus Cutting Optimal Sections from Production Foils 1–16 Get Article Details
Hennig, Christian Some Thoughts on Simulation Studies to Compare Clustering Methods 1–21 Get Article Details
Dumpert, Florian Predictability, Stability, and Computability of Locally Learnt SVMs 1–28 Get Article Details
Heinemann, Birte, Budde, Lea, Schulte, Carsten, Biehler, Rolf, Frischemeier, Daniel, Podworny, Susanne and Wassong, Thomas Data Science and Big Data in Upper Secondary Schools: What Should Be Discussed From a Perspective of Computer Science Education? 1–18 Get Article Details
Bauer, Nadja and Stankiewicz, Lukas and Jastrow, Malte and Horn, Daniel and Teubner, Jens and Kersting, Kristian and Deuse, Jochen and Weihs, Claus Industrial Data Science: Developing a Qualification Concept for Machine Learning in Industrial Production 1–14 Get Article Details
Biehler, Rolf and Frischemeier, Daniel and Podworny, Susanne and Wassong, Thomas and Budde, Lea and Heinemann, Birte and Schulte, Carsten Data Science and Big Data in Upper Secondary Schools: A Module to Build up First Components of Statistical Thinking in a Data Science Curriculum 1–19 Get Article Details
Arif, Mofassir ul Islam, Camargo, Mauricio, Forkel, Jan, Holdack, Guilherme, Drumond, Rafael Rêgo, Schilling, Nicolas, Hensch, Tilman, Hegerl, Ulrich and Schmidt-Thieme, Lars Depression Diagnosis using Deep Convolutional Neural Networks 1–17 Get Article Details
Alharthi, Amirah and Taylor, Charles C. and Voss, Jochen Forests of Stumps 1–22 Get Article Details
Shevchuk, Victor Foreign Trade Effects on Regional Growth in Ukraine 1–21 Get Article Details
Niemeyer Clemens and Schoenfeld, Mirco Reputation Through Observation: Active Lurkers in an Online Community 1–17 Get Article Details
Nienkemper-Swanepoel, Johané and le Roux, Niël J. and Gardner-Lubbe, Sugnet Visualising Incomplete Data with Subset Multiple Correspondence Analysis 1–20 Get Article Details
Editors
Baier, Daniel and Geyer-Schulz, Andreas and Lausen, Berthold and Montanari, Angela

Articles in this Publication:

Author(s) Title Pages Download  
Baier, Daniel, Geyer-Schulz, Andreas, Lausen, Berthold and Montanari, Angela Editorial 1–4 Get Article Details
Koopman, Cynthia and Wilhelm, Adalbert The Effect of Preprocessing on Short Document Clustering 1–16 Get Article Details
Aschenbruck, Rabea and Szepannek, Gero Cluster Validation for Mixed-Type Data 1–12 Get Article Details
Weihs, Claus and Jastrow, Malte Class Prediction by Prediction Intervals for Neural Nets 1–13 Get Article Details
Grimm, Malek Simon and Wagner, Ralf The Impact of Missing Values on PLS, ML and FIML Model Fit 1–17 Get Article Details
Brusch, Michael, Brusch, Ines and Stüber, Eva Influence of Error Factors in Marketing Research: A Monte Carlo Method Based Analysis in the Retail Context 1–16 Get Article Details
Brand, Benedikt M. and Baier, Daniel Adaptive CBC: Are the Benefits Justifying its Additional Efforts Compared to CBC? 1–22 Get Article Details
Voekler, Sascha and Baier, Daniel Investigating Machine Learning Techniques for Solving Product-line Optimization Problems 1–14 Get Article Details
Gurung, Ram B. and Lindgren, Tony and Boström, Henrik An Interactive Visual Tool to Enhance Understanding of Random Forest Predictions 1–17 Get Article Details
Gondere, Mesay Samuel and Schmidt-Thieme, Lars and Boltena, Abiot Sinamo and Jomaa, Hadi Samer Handwritten Amharic Character Recognition Using a Convolutional Neural Network 1–14 Get Article Details
Derra, Nicholas Daniel and Baier, Daniel Working in Detail: How LSTM Hyperparameter Selection Influences Sentiment Analysis Results 1–22 Get Article Details
Dietl, Torsten, Kasneci, Gjergji, Fürnkranz, Johannes and Loza Mencía, Eneldo PLAY: A Profiled Linear Weighting Scheme for Understanding the Influence of Input Variables on the Output of a Deep Artificial Neural Network 1–15 Get Article Details
Windler, Torben amd Ghauri, Junaid Ahmed and Syed, Muhammad Usman and Belostotskaya,Tamara and Chikukwa, Valerie and Drumond, Rafael Rêgo End-to-End Motion Classification Using Smartwatch Sensor Data 1–19 Get Article Details
Minami, Hiroyuki Statistical Analysis of Unauthorized-Access Log Data and Its Interpretation 1–10 Get Article Details
Siddharthan, Shunmuga Prabhu and Dix, Marcel and Sprick, Barbara and Klöpper, Benjamin Summarizing Industrial Log Data with Latent Dirichlet Allocation 1–18 Get Article Details
Chen, Yifan and Shrestha, Rojeet and Chen, Zhen and Chiba, Hitoshi and Hui, Shu-Ping and Okada, Emiko and Ukawa, Shigekazu and Nakagawa, Takafumi and Nakamura, Koshi and Tamakoshi, Akiko and Minami, Hiroyuki and Mizuta, Masahiro Analysis of Serum Fatty Acids and Vitamin D with Dimension Reduction Methods 1–19 Get Article Details
Garczarek, Ursula and Steuer, Detlef Starting a Debate: Data Science - Occupation or Profession? A Discussion Paper. 1–10 Get Article Details
Editors
Baier, Daniel and Geyer-Schulz, Andreas and Montanari, Angela and Lausen, Berthold and Pociecha, Józef

Articles in this Publication:

Author(s) Title Pages Download  
Baier, Daniel, Geyer-Schulz, Andreas, Montanari, Angela, Lausen, Berthold and Pociecha, Józef Editorial Vol.6,2 1–4 Get Article Details
Schultz, Carsten D. Forecasting Sales of Durable Goods ? Does Search Data Help? 1–16 Get Article Details
Schreiner, Timo, Rese, Alexandra and Baier, Daniel Success Factors for Recommender Systems From a Customers' Perspective 1–20 Get Article Details
Stöcker, Björn and Nasseri, Aydin Penalty Reward Contrast Analysis (PRCA) for Categorizing Service Components: A New Approach 1–20 Get Article Details
Albrecht, Tobias and Baier, Daniel Churn Analysis Using Deep Learning: Customer Classification from a Practical Point of View 1–24 Get Article Details
Werner, Bastian, Brusch, Ines and Bürks-Arndt, Larissa Versioning, Price Fairness and Purchase Decision - An Empirical Investigation 1–21 Get Article Details
Okada, Akinori and Tsurumi, Hiroyuki A New Method of Constructing Brand Switching Matrix 1–12 Get Article Details
Reichstein, Thomas and Brusch, Ines and Meier zu Ummeln, Rebecca Social Media Marketing in the Event Industry: An Empirical Study to Determine Factors Influencing the Distribution of Events 1–16 Get Article Details
Ewers, Karolina and Baier, Daniel UGA or TAM: Which Approach Explains Digital Voice Assistant Acceptance Better? 1–19 Get Article Details
Kopplin, Cristopher Siegfried and Baier, Daniel How to Construct an Ideal Collaboration Tool for Coworking Spaces: An SP-CBC Application 1–17 Get Article Details
Meißner, Katherina and Rieck, Julia Decision Support for Road Safety: Development of Key Performance Indicators for Police Analysts 1–18 Get Article Details
Lucato, Ricardo, Jiminez, Edgar, Rocha, Eduardo Salavador, Qi, Yang, Gavrilyuk, Marina and Drumond, Rafael Rego Algorithmic Trading Using Long Short-Term Memory Network and Portfolio Optimization 1–17 Get Article Details
Kuziak, Katarzyna and Piontek, Krzysztof Systemic Risk and Measures of Risk Spill-Over in the Financial System – The Case of Poland 1–16 Get Article Details
Weihs, Claus and Pauly, Marcel and Stotz, Patrick Data Journalism - Impact of Statistical Methods 1–17 Get Article Details
Editors
Andreas Geyer-Schulz
Download
Get Volume

Articles in this Publication:

Author(s) Title Pages Download  
Paetz, Friederike, Geyer-Schulz, Andreas and Steiner, Winfried J. Report on the First Working Group Meeting of the “AG Marketing” 1–13 Get Article Details
Paetz, Friederike and Guhl, Daniel Report on the Second Working Group Meeting of the “AG Marketing” 1–11 Get Article Details
Paetz, Friederike Analyzing Socio-Demographic Determinants for Fair Trade Label’s Price Premia: A Practical Approach 1–19 Get Article Details
Szepannek, Gero and Aschenbruck, Rabea Predicting eBay Prices: Selecting and Interpreting Machine Learning Models – Results of the AG DANK 2018 Data Science Competition 1–17 Get Article Details
Nakayama, Atsuho, Paliwoda Matiolańska, Adriana and Smolak-Lozano, Emilia Text Mining and Dimension Reduction Methods of Exploring Isomorphism in Corporate Communication 1–21 Get Article Details
Editors
Geyer-Schulz, Andreas

Articles in this Publication:

Author(s) Title Pages Download  
Paetz, Friederike and Guhl, Daniel Report on the Third Working Group Meeting of the "AG Marketing'' 1–11 Get Article Details
Editors
Geyer-Schulz, Andreas and Stadelmann, Thilo

Articles in this Publication:

Author(s) Title Pages Download  
Stadelmann, Thilo, Klamt, Tino and Merkt, Philipp H. Data Centrism and the Core of Data Science as a Scientific Discipline 1–16 Get Article Details
Schilling, Frank-Peter, Flumini, Dandolo, Füchslin, Rudolf M., Gavagnin, Elena, Geller, Armando, Quarteroni, Silvia and Stadelmann, Thilo Foundations of Data Science. A Comprehensive Overview Formed at the 1st International Symposium on the Science of Data Science 1–20 Get Article Details
Melchior, Martin Incorporating Domain Knowledge for Learning Interpretable Features 1–14 Get Article Details
Füchslin, Rudolf Marcel and Flumini, Dandolo AI as Arational Intelligence? 1–10 Get Article Details
Doemer, Manuel and Kempf, David Is It Ops That Make Data Science Scientific? 1–12 Get Article Details
Helmer, Sven Teaching Data Science. Constructing Pillars in a Fluid Field 1–12 Get Article Details
Ott, Thomas, Horn, Claus and Garcia, Victor The Sciences of Data - Moving Towards a Comprehensive Systems Perspective 1–23 Get Article Details