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:
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| Paetz, Friederike, Aschersleben, Philipp and Szepannek, Gero | Report on the Joint Autumn Meeting of the GfKl Working Marketing and AG DANK | 1–18 | Get Article | Details |
| Fuhrmann, Tino, Schweizer, Marvin, Geyer-Schulz, Andreas and Kurz, Peter | Mining Consumer-Generated Product-Configuration Data | 1–36 | Get Article | Details |
| 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 |
| Author(s) | Title | Pages | Download | |
|---|---|---|---|---|
| Paetz, Friederike and Kübler, Raoul V. | Report on the 5th Working Group Meeting of Marketing of AG Marketing | 1–13 | Get Article | Details |