2018

    • Analyzing Group Interaction on Networks of Face-to-Face Proximity using Wearable Sensors. Atzmueller, Martin; Thiele, Lisa; Stumme, Gerd; Kauffeld, Simone (2018).
      BibTeX EndNote URL
    • Frequently and/or Durable? The Predictive Impact of Initial Face-to-Face Contacts on the Formation and Evolution of Developmental Peer Network Relationships. Thiele, Lisa; Atzmueller, Martin; Stumme, Gerd; Kauffeld, Simone (2018).
      BibTeX EndNote URL
    • Explicative Human Activity Recognition using Adaptive Association Rule-Based Classification. Atzmueller, Martin; Hayat, Naveed; Trojahn, Matthias; Kroll, Dennis (2018).
      BibTeX EndNote URL
    • Homophily at Academic Conferences. Atzmueller, Martin; Lemmerich, Florian (2018).
      BibTeX EndNote URL
    • Mining Attributed Interaction Networks on Industrial Event Logs. Atzmueller, Martin; Kloepper, Benjamin (2018).
      BibTeX EndNote URL
    • Adaptive kNN Using Expected Accuracy for Classification of Geo-Spatial Data. Kibanov, Mark; Becker, Martin; Müller, Jürgen; Atzmueller, Martin; Hotho, Andreas; Stumme, Gerd (2018).
      BibTeX EndNote URL
    • Towards Estimating Happiness using Social Sensing: Perspectives on Organizational Social Network Analysis. Atzmueller, Martin; Kolkman, Daan; Liebregts, Werner; Haring, Arjan (2018).
      BibTeX EndNote URL
    • Towards Estimating Collective Motor Behavior: Aware of Self vs. Aware of the Other. Rombout, Lisa; Atzmueller, Martin; Postma, Marie (2018).
      BibTeX EndNote URL
    • Knowledge-Based Mining of Exceptional Patterns in Logistics Data: Approaches and Experiences in an Industry 4.0 Context. Sternberg, Eric; Atzmueller, Martin in LNCS (2018).
      BibTeX EndNote URL
    • Identifying Exceptional Descriptions of People using Topic Modeling and Subgroup Discovery. Hendrickson, Andrew; Wang, Jason; Atzmueller, Martin in LNCS (2018).
      BibTeX EndNote URL
    • Compositional Subgroup Discovery on Attributed Social Interaction Networks. Atzmueller, Martin (2018).
      BibTeX EndNote URL
    • Declarative Aspects in Explicative Data Mining for Computational Sensemaking. Atzmueller, Martin (2018).
      BibTeX EndNote URL
    • The Promise of Data Science Methods for Research on Entrepreneurial Decision Making: Detecting Social Signals during Human Interactions. Liebregts, Werner; Darnihamedani, Pourya; Postma, Eric; Atzmueller, Martin (2018).
      BibTeX EndNote URL
    • Predicting Trading Interactions in an Online Marketplace through Location-Based and Online Social Networks. Eberhard, Lukas; Trattner, Christoph; Atzmueller, Martin (2018).
      BibTeX EndNote URL
    • From Context Mediation to Declarative Values and Explainability. Nalepa, Grzegorz J.; van Otterlo, Martijn; Bobek, Szymon; Atzmueller, Martin (2018).
      BibTeX EndNote URL

    2017

    • A Scalable Framework for Data-Driven Ontology Evaluation. Knoell, Daniel; Atzmueller, Martin; Rieder, Constantin; Scherer, Klaus Peter (2017).
      BibTeX EndNote URL
    • Descriptive Community Detection. Atzmueller, Martin R. Missaoui, Obiedkov, S., Kuznetsov, S. (eds.) (2017).
      BibTeX EndNote URL
    • Challenges for Big and Smart Data in Process Industries. Folmer, Jens; Kirchen, Iris; Trunzer, Emanuel; Vogel-Heuser, Birgit; Pötter, Thorsten; Graube, Markus; Heinze, Sebastian; Urbas, Leon; Atzmueller, Martin; Arnu, David (2017). 01-02
      BibTeX EndNote URL
    • Anomaly Detection and Structural Analysis in Industrial Production Environments. Atzmueller, Martin; Arnu, David; Schmidt, Andreas (2017).
      BibTeX EndNote URL
    • Collective Sensing Platforms. Atzmueller, Martin; Becker, Martin; Mueller, Juergen V. Loreto, Haklay, M., Hotho, A., Servedio, V. D. P., Stumme, G., Tria, F., Theunis, J. (eds.) (2017).
      BibTeX EndNote URL
    • Anomaly Analytics and Structural Assessment in Process Industries. Atzmueller, Martin; Arnu, David; Schmidt, Andreas (2017).
      BibTeX EndNote URL
    • Observing Human Activity Through Sensing. Gautama, Sidharta; Atzmueller, Martin; Kostakos, Vasillis; Gillis, Dominique; Hosio, Simo V. Loreto, Haklay, M., Hotho, A., Servedio, V. D. P., Stumme, G., Tria, F., Theunis, J. (eds.) (2017).
      BibTeX EndNote URL
    • HypGraphs: An Approach for Analysis and Assessment of Graph-Based and Sequential Hypotheses. Atzmueller, Martin; Schmidt, Andreas; Kloepper, Benjamin; Arnu, David in LNAI (2017). (Vol. 10312)
      BibTeX EndNote URL
    • Applications for Environmental Sensing in EveryAware. Atzmueller, Martin; Becker, Martin; Molino, Andrea; Mueller, Juergen; Peters, Jan; Sirbu, Alina V. Loreto, Haklay, M., Hotho, A., Servedio, V. D. P., Stumme, G., Tria, F., Theunis, J. (eds.) (2017).
      BibTeX EndNote URL
    • The Co-Evolution of Career Aspirations and Peer Relationships in Psychology Bachelor Students: A Longitudinal Social Network Study. Thiele, Lisa; Sauer, Nils Christian; Atzmueller, Martin; Kauffeld, Simone (2017).
      BibTeX EndNote URL
    • Mining Attributed Networks. Kanawati, Rushed; Atzmueller, Martin (2017).
      BibTeX EndNote URL
    • Onto Explicative Data Mining: Exploratory, Interpretable and Explainable Analysis. Atzmueller, Martin (2017).
      BibTeX EndNote URL
    • Mixed-Initiative Feature Engineering Using Knowledge Graphs. Atzmueller, Martin; Sternberg, Eric (2017).
      BibTeX EndNote URL
    • Exceptional Model Mining in Ubiquitous and Social Environments. Atzmueller, Martin (2017).
      BibTeX EndNote URL
    • Contact Patterns, Group Interaction and Dynamics on Socio-Behavioral Multiplex Networks. Atzmueller, Martin; Thiele, Lisa; Stumme, Gerd; Kauffeld, Simone (2017).
      BibTeX EndNote URL
    • Explanation-Aware Feature Selection using Symbolic Time Series Abstraction: Approaches and Experiences in a Petro-Chemical Production Context. Atzmueller, Martin; Hayat, Naveed; Schmidt, Andreas; Klöpper, Benjamin (2017).
      BibTeX EndNote URL
    • Community Detection and Analysis on Attributed Social Networks. Atzmueller, Martin (2017).
      BibTeX EndNote URL

    2016

    • DASHTrails: An Approach for Modeling and Analysis of Distribution-Adapted Sequential Hypotheses and Trails. Atzmueller, Martin; Schmidt, Andreas; Kibanov, Mark (2016).
      BibTeX EndNote URL
    • Community Detection: From Plain to Attributed Complex Networks. Atzmueller, Martin (2016).
      BibTeX EndNote URL
    • Fast Exhaustive Subgroup Discovery with Numerical Target Concepts. Lemmerich, Florian; Atzmueller, Martin; Puppe, Frank (2016). 30 711-762.
      BibTeX EndNote URL
    • Advances in Exploratory Pattern Analytics on Ubiquitous Data and Social Media. Atzmueller, Martin S. Michaelis, Piatkowski, N., Stolpe, M. (eds.) (2016). (Vol. 9580)
      BibTeX EndNote URL
    • Data Preparation for Big Data Analytics: Methods & Experiences. Schmidt, Andreas; Atzmueller, Martin; Hollender, Martin (2016).
      BibTeX EndNote URL
    • Formation and Temporal Evolution of Social Groups During Coffee Breaks. Atzmueller, Martin; Ernst, Andreas; Krebs, Friedrich; Scholz, Christoph; Stumme, Gerd (2016).
      BibTeX EndNote URL
    • Description-Oriented Community Detection using Exhaustive Subgroup Discovery. Atzmueller, Martin; Doerfel, Stephan; Mitzlaff, Folke (2016). 329 965-984.
      BibTeX EndNote URL
    • Big Data Analytics Using Local Exceptionality Detection. Atzmueller, Martin; Mollenhauer, Dennis; Schmidt, Andreas (2016).
      BibTeX EndNote URL
    • Defining Software Architectures for Big Data Enabled Operator Support Systems. Klöpper, Benjamin; Dix, Marcel; Schorer, Lukas; Ampofo, Ann; Atzmueller, Martin; Arnu, David; Klinkenberg, Ralf (2016).
      BibTeX EndNote URL
    • Big Data Analytics in the Social and Ubiquitous Context Atzmueller, Martin; Chin, Alvin; Janssen, Frederik; Schweizer, Immanuel; Trattner, Christoph in Lecture Notes in Computer Science (2016). (Vol. 9546) Springer Verlag, Heidelberg, Germany.
      BibTeX EndNote URL
    • Enterprise Big Data Engineering, Analytics and Management Atzmueller, Martin; Oussena, Samia; Roth-Berghofer, Thomas (2016). IGI Global, Hershey, PA, USA.
      BibTeX EndNote URL
    • Social Event Network Analysis: Structure, Preferences, and Reality. Atzmueller, Martin; Hanika, Tom; Stumme, Gerd; Schaller, Richard; Ludwig, Bernd (2016).
      BibTeX EndNote URL
    • Sequential Modeling and Structural Anomaly Analytics in Industrial Production Environments. Atzmueller, Martin; Schmidt, Andreas; Arnu, David (2016).
      BibTeX EndNote URL
    • HypGraphs: An Approach for Modeling and Comparing Graph-Based and Sequential Hypotheses. Atzmueller, Martin; Schmidt, Andreas; Kloepper, Benjamin; Arnu, David (2016).
      BibTeX EndNote URL
    • Statusreport: Chancen mit Big Data -- Best Practice Gebhardt, Jörg; Froese, Thomas; Krüger, Andreas; Appel, Jörg; Benner, Raphael; Hammer, Markus; Altermann, Alexandra; Hochrein, Thomas; Kugler, Christoph; Jatzkowski, Phillip; Gloy, Yves-Simon; Saggiomo, Marco; Roth, Rolf; Elixmann, Inga; Tapken, Heiko; Weber, Wolfgang; Atzmueller, Martin; Garcke, Jochen; Pielmeier, Julia; Rosen, Roland; Tercan, Hasan (2016).
      BibTeX EndNote URL
    • Big Data Analytics for Proactive Industrial Decision Support: Approaches & First Experiences in the Context of the FEE Project. Atzmueller, Martin; Kloepper, Benjamin; Mawla, Hassan Al; Jäschke, Benjamin; Hollender, Martin; Graube, Markus; Arnu, David; Schmidt, Andreas; Heinze, Sebastian; Schorer, Lukas; Kroll, Andreas; Stumme, Gerd; Urbas, Leon (2016). 58(9)
      BibTeX EndNote URL
    • Detecting Community Patterns Capturing Exceptional Link Trails. Atzmueller, Martin (2016).
      BibTeX EndNote URL
    • Sensing, Processing and Analytics - Augmenting the Ubicon Platform for Anticipatory Ubiquitous Computing. Atzmueller, Martin; Fries, Björn; Hayat, Naveed in UbiComp '16 Adjunct (2016).
      BibTeX EndNote URL
    • BISHOP – Big Data Driven Self-Learning Support for High-performance Ontology Population. Knoell, Daniel; Atzmueller, Martin; Rieder, Constantin; Scherer, Klaus Peter (2016).
      BibTeX EndNote URL
    • Analyzing Group Interaction and Dynamics on Socio-Behavioral Networks of Face-to-Face Proximity. Atzmueller, Martin; Thiele, Lisa; Stumme, Gerd; Kauffeld, Simone in UbiComp '16 Adjunct (2016).
      BibTeX EndNote URL
    • Local Exceptionality Detection on Social Interaction Networks. Atzmueller, Martin (2016).
      BibTeX EndNote URL

    2015

    • Conferator – A Ubiquitous System for Enhancing Social Networking at Conferences. Atzmueller, Martin; Kibanov, Mark; Scholz, Christoph; Mueller, Juergen; Stumme, Gerd (2015).
      BibTeX EndNote URL
    • Fast Description-Oriented Community Detection using Subgroup Discovery (Extended Abstract, Resubmission). Atzmueller, Martin; Doerfel, Stephan; Mitzlaff, Folke (2015).
      BibTeX EndNote URL
    • Is Web Content a Good Proxy for Real-Life Interaction? A Case Study Considering Online and Offline Interactions of Computer Scientists. Kibanov, Mark; Atzmueller, Martin; Illig, Jens; Scholz, Christoph; Barrat, Alain; Cattuto, Ciro; Stumme, Gerd (2015).
      BibTeX EndNote URL
    • Subgroup Discovery - Advanced Review. Atzmueller, Martin (2015). 5(1) 35--49.
      BibTeX EndNote URL
    • Mining, Modeling and Recommending 'Things' in Social Media Atzmueller, Martin; Chin, Alvin; Scholz, Christoph; Trattner, Christoph in LNCS (2015). (Vol. 8940) Springer Verlag, Heidelberg, Germany.
      BibTeX EndNote URL
    • Exploratory Subgroup Analytics on Ubiquitous Data. Atzmueller, Martin; Mueller, Juergen; Becker, Martin (2015). (Vol. 8940)
      BibTeX EndNote URL
    • Towards Generating Test Ontologies using Subgroup Discovery. Knoell, Daniel; Rieder, Constantin; Atzmueller, Martin; Scherer, Klaus Peter (2015).
      BibTeX EndNote URL
    • The FEE Project: Introduction and First Insights. Schmidt, Andreas; Atzmueller, Martin; Stumme, Gerd (2015).
      BibTeX EndNote URL
    • Is Web Content a Good Proxy for Real-Life Interaction? A Case Study Considering Online and Offline Interactions of Computer Scientists (Poster). Kibanov, Mark; Atzmueller, Martin; Illig, Jens; Scholz, Christoph; Barrat, Alain; Cattuto, Ciro; Stumme, Gerd (2015).
      BibTeX EndNote URL
    • Subgroup and Community Analytics. Atzmueller, Martin (C. S. S. W. Symposium, ed.) (2015).
      BibTeX EndNote URL
    • Subgroup Discovery and Community Detection on Attributed Graphs. Atzmueller, Martin (ASONAM, ed.) (2015).
      BibTeX EndNote URL
    • Adaptive Class Association Rule Mining for Human Activity Recognition. Atzmueller, Martin; Kibanov, Mark; Hayat, Naveed; Trojahn, Matthias; Kroll, Dennis (2015).
      BibTeX EndNote URL
    • Proceedings of the 2015 International Workshop on Mining Ubiquitous and Social Environments (MUSE 2015) Atzmueller, Martin; Lemmerich, Florian (2015). (Vol. 1521) CEUR-WS, Porto, Portugal.
      BibTeX EndNote URL
    • Subgroup and Community Analytics on Attributed Graphs. Atzmueller, Martin (2015).
      BibTeX EndNote URL

    2014

    • On the Predictability of Talk Attendance at Academic Conferences (Extended Abstract, Resubmission). Scholz, Christoph; Illig, Jens; Atzmueller, Martin; Stumme, Gerd (2014).
      BibTeX EndNote URL
    • Predictability of Evolving Contacts and Triadic Closure in Human Face-to-Face Proximity Networks. Scholz, Christoph; Atzmueller, Martin; Kibanov, Mark; Stumme, Gerd (2014). 4(217)
      BibTeX EndNote URL
    • The Social Distributional Hypothesis. Mitzlaff, Folke; Atzmueller, Martin; Hotho, Andreas; Stumme, Gerd (2014). 4(216)
      BibTeX EndNote URL
    • Data Mining on Social Interaction Networks. Atzmueller, Martin (2014). 1
      BibTeX EndNote URL
    • Unsupervised and Hybrid Approaches for On-Line RFID Localization with Mixed Context Knowledge. Scholz, Christoph; Atzmueller, Martin; Stumme, Gerd (2014).
      BibTeX EndNote URL
    • Mining Social Links for Ubiquitous Knowledge Engineering. Scholz, Christoph; Macek, Bjoern-Elmar; Atzmueller, Martin; Doerfel, Stephan; Stumme, Gerd K. David, Geihs, K., Leimeister, J. -M., Roßnagel, A., Schmidt, L., Stumme, G., Wacker, A. (eds.) (2014).
      BibTeX EndNote URL
    • Connect-U: A System for Enhancing Social Networking. Atzmueller, Martin; Behrenbruch, Kay; Hoffmann, Axel; Kibanov, Mark; Macek, Bjoern-Elmar; Scholz, Christoph; Skistims, Hendrik; Söllner, Matthias; Stumme, Gerd K. David, Geihs, K., Leimeister, J. -M., Roßnagel, A., Schmidt, L., Stumme, G., Wacker, A. (eds.) (2014).
      BibTeX EndNote URL
    • Link Prediction and the Role of Stronger Ties in Networks of Face-to-Face Proximity. Scholz, Christoph; Atzmueller, Martin; Stumme, Gerd (2014). abs/1407.2161
      BibTeX EndNote URL
    • Subjective versus Objective Captured Social Networks: Comparing Standard Self-Report Questionnaire Data with Observational RFID Technology Data. Thiele, Lisa; Atzmueller, Martin; Kauffeld, Simone; Stumme, Gerd (2014).
      BibTeX EndNote URL
    • Predicting the Stability of User Interaction Ties in Twitter. Macek, Bjoern-Elmar; Atzmueller, Martin; Stumme, Gerd (2014).
      BibTeX EndNote URL
    • Ubicon and its Applications for Ubiquitous Social Computing. Atzmueller, Martin; Becker, Martin; Kibanov, Mark; Scholz, Christoph; Doerfel, Stephan; Hotho, Andreas; Macek, Bjoern-Elmar; Mitzlaff, Folke; Mueller, Juergen; Stumme, Gerd (2014). 20(1) 53--77.
      BibTeX EndNote URL
    • Proceedings MSM 2014: Workshop on Modeling Social Media - Mining Big Data in Social Media and the Web Atzmueller, Martin; Chin, Alvin; Trattner, Christoph (2014). ACM Press, New York, NY, USA.
      BibTeX EndNote URL
    • On the Predictability of Talk Attendance at Academic Conferences. Scholz, Christoph; Illig, Jens; Atzmueller, Martin; Stumme, Gerd (2014).
      BibTeX EndNote URL
    • Analyzing and Grounding Social Interaction in Online and Offline Networks. Atzmueller, Martin in LNCS (2014). (Vol. 8726) 485--488.
      BibTeX EndNote URL
    • On the Predictability of Recurring Links in Networks of Face-to-Face Proximity. Scholz, Christoph; Atzmueller, Martin; Stumme, Gerd (2014).
      BibTeX EndNote URL
    • Subjective vs. Objective Data: Bridging the Gap. Becker, Martin; Hotho, Andreas; Mueller, Juergen; Kibanov, Mark; Atzmueller, Martin; Stumme, Gerd (2014).
      BibTeX EndNote URL
    • On the Predictability of Talk Attendance at Academic Conferences (Extended Abstract). Scholz, Christoph; Illig, Jens; Atzmueller, Martin; Stumme, Gerd (2014).
      BibTeX EndNote URL
    • On the Evolution of Social Groups During Coffee Breaks. Atzmueller, Martin; Ernst, Andreas; Krebs, Friedrich; Scholz, Christoph; Stumme, Gerd (2014).
      BibTeX EndNote URL
    • Temporal Evolution of Contacts and Communities in Networks of Face-to-Face Human Interactions. Kibanov, Mark; Atzmueller, Martin; Scholz, Christoph; Stumme, Gerd (2014). 57
      BibTeX EndNote URL
    • Proceedings of the 2014 International Workshop on Mining Ubiquitous and Social Environments (MUSE 2014) Atzmueller, Martin; Scholz, Christoph (2014). ECML/PKDD 2014, Nancy, France.
      BibTeX EndNote URL
    • Mining Social Interaction -- Ubiquitous Sensors and Social Media. Atzmueller, Martin (2014). 5--13.
      BibTeX EndNote URL
    • On the Predictability of Talk Attendance at Academic Conferences (Extended Version). Scholz, Christoph; Illig, Jens; Atzmueller, Martin; Stumme, Gerd (2014). abs/1407.0613
      BibTeX EndNote URL
    • Towards Context Detection in the Ambient Classroom using Wearable Sensors. Atzmueller, Martin; Bobek, Szymon; Kibanov, Mark; Nalepa, Grzegorz J. (2014).
      BibTeX EndNote URL
    • Proceedings of the 2014 International Conference on Social Computing, Beijing, China, August 04 - 07, 2014 Yang, Su; Lerman, Kristina; She, James; Atzmueller, Martin (2014). ACM.
      BibTeX EndNote URL
    • Die VENUS-Entwicklungsmethode: Eine interdisziplinäre Methode für soziotechnische Softwaregestaltung Atzmueller, Martin; Baraki, Harun; Behrenbruch, Kay; Comes, Diana; Evers, Christoph; Hoffmann, Axel; Hoffmann, Holger; Jandt, Silke; Kibanov, Mark; Kieselmann, Olga; Kniewel, Romy; König, Immanuel; Macek, Björn-Elmar; Niemczyk, Stefan; Scholz, Christoph; Schuldt, Michaela; Schulz, Thomas; Skistims, Hendrik; Söllner, Matthias; Voigtmann, Christian; Witsch, Andreas; Zirfas, Julia (A. Hoffmann; Niemczyk, S., eds.) (2014).
      BibTeX EndNote URL
    • Evolution and Dynamics of Student Interaction on Networks of Face-to-Face Proximity. Atzmueller, Martin; Thiele, Lisa; Stumme, Gerd; Kauffeld, Simone (2014).
      BibTeX EndNote URL

    2013

    • Subgroup Analytics and Interactive Assessment on Ubiquitous Data. Atzmueller, Martin; Mueller, Juergen (2013).
      BibTeX EndNote URL
    • Ubiquitous Social Media Analysis Atzmueller, Martin; Chin, Alvin; Helic, Denis; Hotho, Andreas in Lecture Notes in Computer Science (2013). (Vol. 8329) Springer Verlag, Heidelberg, Germany.
      BibTeX EndNote URL
    • On the Semantics of User Interaction in Social Media (Extended Abstract). Mitzlaff, Folke; Atzmueller, Martin; Stumme, Gerd; Hotho, Andreas (2013).
      BibTeX EndNote URL
    • Community and Pattern Analytics in Social Networks. Atzmueller, Martin (L. W. A. 2013, ed.) (2013).
      BibTeX EndNote URL

    2012

    • Analyzing the Predictability of Human Contacts: On Influence Factors and Stronger Ties (Extended Abstract). Scholz, Christoph; Atzmueller, Martin; Stumme, Gerd (2012).
      BibTeX EndNote URL

    2011

    • Applied Descriptive Pattern Mining. Atzmueller, Martin; Lemmerich, Florian (L. W. A. 2011, ed.) (2011).
      BibTeX EndNote URL

    2005

    • Visualization Techniques for Semi-Automatic Subgroup Mining. Atzmueller, Martin; Vogele, Tobias; Puppe, Frank (2005).
      BibTeX EndNote URL