Curriculum Vitae

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my publications

Collective Sensing Platforms. Participatory Sensing, Opinions and Collective Awareness. editor(s) Loreto, Vittorio and Haklay, Muki and Hotho, Andreas and Servedio, Vito D.P. and Stumme, Gerd and Tria, Francesca and Theunis, Jan. Springer Verlag, Heidelberg, Germany, Year 2017.
Erfahrungen mit der Entwicklung des CASEPORT-Lernportals. Proc. 8th Workshop of the GMDS AG. Shaker Verlag, Aachen, Germany, Year 2004.
Evolution and Dynamics of Student Interaction on Networks of Face-to-Face Proximity. Proceedings of the 2014 International Smart University Workshop (SmartU 2014), London, UK. London, UK, Year 2014.
On the Predictability of Talk Attendance at Academic Conferences (Extended Abstract, Resubmission). Proc. LWA 2014 (KDML Special Track). RTWH Aachen University, Aachen, Germany, Year 2014.
A Framework for Semi-Automatic Development of Rule-based Information Extraction Applications. Proc. LWA 2009, Knowledge Discovery and Machine Learning Track. University of Darmstadt, Darmstadt, Germany, Year 2009.
A Case-Based Approach for Characterization and Analysis of Subgroup Patterns. In Journal of Applied Intelligence, (28) 3: 210-221, Year 2008.
On the Predictability of Recurring Links in Networks of Face-to-Face Proximity. Proc. WWW 2014 (Companion). Year 2014.
Declarative Specification of Ontological Domain Knowledge for Descriptive Data Mining (Extended version). Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management. Year 2008.
Application and Evaluation of a Medical Knowledge-System in Sonography (SonoConsult). Proc. 18th European Conference on Artificial Intelligence (ECAI 20008). Year 2008.
Mining Social Media: Key Players, Sentiments, and Communities. In WIREs: Data Mining and Knowledge Discovery, (1069) Year 2012.
On the Predictability of Talk Attendance at Academic Conferences. Proc. 25th ACM Conference on Hypertext and Social Media. ACM Press, New York, NY, USA, Year 2014.
Data Mining on Social Interaction Networks. In Journal of Data Mining and Digital Humanities, (1) Year 2014.
Explanation-Aware Feature Selection using Symbolic Time Series Abstraction: Approaches and Experiences in a Petro-Chemical Production Context. Proc. IEEE International Conference on Industrial Informatics (INDIN). IEEE Press, Boston, MA, USA, Year 2017.
Mixed-Initiative Feature Engineering Using Knowledge Graphs. Proc. 9th International Conference on Knowledge Capture (K-CAP). ACM Press, New York, NY, USA, Year 2017.
Visualization Techniques for Semi-Automatic Subgroup Mining. Proceedings of the 29th Annual Conference of the German Classification Society (GfKl 2005). Year 2005.
On the Evolution of Contacts and Communities in Networks of Face-to-Face Proximity. Proc. IEEE CPSCom 2013. IEEE Computer Society, Boston, MA, USA, Year 2013.
Exploiting Background Knowledge for Knowledge-Intensive Subgroup Discovery. Proc. 19th International Joint Conference on Artificial Intelligence (IJCAI-05). 647--652, Edinburgh, Scotland, Year 2005.
Clinical Experiences with a Knowledge-Based System in Sonography (SonoConsult). Professional Knowledge Management. LNAI, 3782: 319–-329, Year 2005.
New Insights and Methods For Predicting Face-To-Face Contacts. Proc. 7th Intl. AAAI Conference on Weblogs and Social Media. AAAI Press, Palo Alto, CA, USA, Year 2013.
Profile Mining in CVS-Logs and Face-to-Face Contacts for Recommending Software Developers. (Proc. IEEE SocialCom) IEEE Computer Society, Boston, MA, USA, Year 2011.
Social Behavior in Mobile Social Networks: Characterizing Links, Roles and Communities. Mobile Social Networking: An Innovative Approach. editor(s) Chin, Alvin and Zhang, Daqing. Springer Verlag, Heidelberg, Germany, Year 2013.
Contact Patterns, Group Interaction and Dynamics on Socio-Behavioral Multiplex Networks. Proc. Annual Machine Learning Conference of the Benelux (Benelearn 2017). Eindhoven University of Technology, Eindhoven, The Netherlands, Year 2017.
Applications for Environmental Sensing in
eryAware
.
Participatory Sensing, Opinions and Collective Awareness. editor(s) Loreto, Vittorio and Haklay, Muki and Hotho, Andreas and Servedio, Vito D.P. and Stumme, Gerd and Tria, Francesca and Theunis, Jan. Springer Verlag, Heidelberg, Germany, Year 2017.
A Personality Based Design Approach Using Subgroup Discovery. Human-Centred Software Engineering. LNCS, (7623) 259--266 , Springer, Heidelberg, Germany, Year 2012.
Community Assessment using Evidence Networks. Analysis of Social Media and Ubiquitous Data. LNAI, (6904) Year 2011.
Rechtliche Ausgestaltung sozialer Konferenzplattformen. In ZD, (2) 60--65, Year 2013.
HypGraphs: An Approach for Analysis and Assessment of Graph-Based and Sequential Hypotheses. New Frontiers in Mining Complex Patterns. Postproceedings NFMCP 2016. LNAI, (10312) Springer Verlag, Berlin/Heidelberg, Germany, Year 2017.
Quality Measures for Semi-Automatic Learning of Simple Diagnostic Rule Bases. Proc. 15th Intl. Conference on Applications of Declarative Programming and Knowledge Management (INAP 2004). 203--213, Potsdam, Germany, Year 2004.
Analyzing the Predictability of Human Contacts: On Influence Factors and Stronger Ties (Extended Abstract). Proc. LWA 2012 (KDML Special Track). University of Dortmund, Dortmund, Germany., Year 2012.
Quality Measures and Semi-Automatic Mining of Diagnostic Rule Bases (extended version). Proc. 15th International Conference on Applications of Declarative Programming and Knowledge Management (INAP 2004). LNAI, 3392: 65--78, Year 2005.
Towards Knowledge-Intensive Subgroup Discovery. Proc. LWA 2004 Workshop, Germany. 117--123, Year 2004.
Fast Description-Oriented Community Detection using Subgroup Discovery (Extended Abstract, Resubmission). Proc. LWA 2015 (KDML Special Track). Year 2015.
Profiling Examiners using Intelligent Subgroup Mining. Proc. 10th International Workshop on Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP-2005). 46--51, Aberdeen, Scotland, Year 2005.
Exploratory Subgroup Analytics on Ubiquitous Data. Mining, Modeling and Recommending 'Things' in Social Media. LNAI, (8940) Springer Verlag, Heidelberg, Germany, Year 2015.
Analysis of Social Media and Ubiquitous Data - International Workshops MSM 2010, Toronto, Canada, June 13, 2010, and MUSE 2010, Barcelona, Spain, September 20, 2010, Revised Selected Papers. MSM/MUSE. editor(s) Atzmueller, Martin and Hotho, Andreas and Strohmaier, Markus and Chin, Alvin. Lecture Notes in Computer Science, (6904) Springer, Year 2011.
Interoperability of Case-Based Training Systems in Medicine: The CASEPORT Approach. Proc. 9th Workshop of the GMDS AG. Quintessenz Verlags-GmbH, Berlin, Germany, Year 2005.
Subgroup Discovery and Community Detection on Attributed Graphs. editor(s) ASONAM. Year 2015.
Big Data Analytics for Proactive Industrial Decision Support: Approaches & First Experiences in the Context of the FEE Project. In atp edition, (58) 9: Year 2016.
Rule-Based Information Extraction for Structured Data Acquisition using TextMarker. Proc. LWA 2008 (Knowledge Discovery and Machine Learning Track). University of Wuerzburg, Year 2008.
Connect-U: A System for Enhancing Social Networking. Socio-technical Design of Ubiquitous Computing Systems. editor(s) David, Klaus and Geihs, Kurt and Leimeister, Jan-Marco and Roßnagel, Alexander and Schmidt, Ludger and Stumme, Gerd and Wacker, Arno. Springer Verlag, Heidelberg, Germany, Year 2014.
Subgroup Analytics and Interactive Assessment on Ubiquitous Data. Proceedings of the International Workshop on Mining Ubiquitous and Social Environments (MUSE2013). Prague, Czech Republic, Year 2013.
Towards Mining Descriptive Community Patterns. Lorentz Workshop on Mining Patterns and Subgroups. Lorentz Center, Leiden, The Netherlands. Awarded with the Best Discovery Award, Year 2010.
Towards Context Detection in the Ambient Classroom using Wearable Sensors. Proceedings of the 2014 International Smart University Workshop (SmartU 2014), London, UK. London, UK, Year 2014.
Pattern-Constrained Test Case Generation. Proc. 20th International Florida Artificial Intelligence Research Society Conference (FLAIRS-2007). 518--523, AAAI Press, Year 2007.
Temporal Evolution of Contacts and Communities in Networks of Face-to-Face Human Interactions. In Science China, (57) Year 2014.
Decision-Maker-Aware Design of Descriptive Data Mining. Proc. 55th IWK, International Workshop on Design, Evaluation and Refinement of Intelligent Systems (DERIS). Year 2010.
Generating Evaluation Data using Bayesian Networks - A Simple and Effective Modeling Methodology. Proc. LWA 2008 (Knowledge Discovery and Machine Learning Track). University of Wuerzburg, Year 2008.
Link Prediction and the Role of Stronger Ties in Networks of Face-to-Face Proximity. In CoRR, (abs/1407.2161) Year 2014.
Subgroup and Community Analytics on Attributed Graphs. Proc. International Workshop on Social Network Analysis using Formal Concept Analysis (SNAFCA-2015). CEUR-WS, Year 2015.
Detecting Community Patterns Capturing Exceptional Link Trails. Proc. IEEE/ACM ASONAM. IEEE Press, Boston, MA, USA, Year 2016.
User-Relatedness and Community Structure in Social Interaction Networks. In CoRR/abs, (1309.3888) Year 2013.
Description-Oriented Community Detection using Exhaustive Subgroup Discovery. In Information Sciences, (329) 965-984, Year 2016.
Formation and Temporal Evolution of Social Groups During Coffee Breaks. Postproceedings of the International Workshops MUSE & SenseML 2014, Nancy, France, and MSM 2014, Seoul, Korea. LNAI, Springer Verlag, Heidelberg, Germany, Year 2016.
Face-to-Face Contacts during a Conference: Communities, Roles, and Key Players. Proc. Workshop on Mining Ubiquitous and Social Environments (MUSE 2011) at ECML/PKDD 2011. Year 2011.
Wiki-Enabled Semantic Data Mining - Task Design, Evaluation and Refinement. Proc. 2nd International Workshop on Design, Evaluation and Refinement of Intelligent Systems (DERIS2009). CEUR-WS, (545) Krakow, Poland, Year 2009.
Is Web Content a Good Proxy for Real-Life Interaction? A Case Study Considering Online and Offline Interactions of Computer Scientists. Proc. ASONAM. IEEE Press, Boston, MA, USA, Year 2015.
Evaluation of two Strategies for Case-Based Diagnosis handling Multiple Faults. Proc. 2nd Conf. Professional Knowledge Management (WM2003). Luzern, Switzerland, Year 2003.
Fast Exhaustive Subgroup Discovery with Numerical Target Concepts. In Data Mining and Knowledge Discovery, (30) 711-762, Year 2016.
Big Data Analytics Using Local Exceptionality Detection. Enterprise Big Data Engineering, Analytics, and Management. IGI Global, Hershey, PA, USA, Year 2016.
Face-to-Face Contacts at a Conference: Dynamics of Communities and Roles. Modeling and Mining Ubiquitous Social Media. LNAI, (7472) Springer Verlag, Heidelberg, Germany, Year 2012.
Unsupervised and Hybrid Approaches for On-Line RFID Localization with Mixed Context Knowledge. Proc. 21st Intl. Symposium on Methodologies for Intelligent Systems. Springer Verlag, Heidelberg, Germany, Year 2014.
Fast Subgroup Discovery for Continuous Target Concepts. Proc. 18th International Symposium on Methodologies for Intelligent Systems (ISMIS 2009). LNCS, Year 2009.
Mining Social Links for Ubiquitous Knowledge Engineering. Socio-technical Design of Ubiquitous Computing Systems. editor(s) David, Klaus and Geihs, Kurt and Leimeister, Jan-Marco and Roßnagel, Alexander and Schmidt, Ludger and Stumme, Gerd and Wacker, Arno. Springer Verlag, Heidelberg, Germany, Year 2014.
Adaptive Class Association Rule Mining for Human Activity Recognition. Proceedings of the International Workshop on Mining Ubiquitous and Social Environments (MUSE2015). Porto, Portugal, Year 2015.
Mining Social Interaction -- Ubiquitous Sensors and Social Media. Proc. International Conference on Future RFID Technologies. 5--13, Eger, Hungary, Year 2014.
Onto Collective Intelligence in Social Media: Exemplary Applications and Perspectives. Proc. 3rd International Workshop on Modeling Social Media (MSM 2012), Hypertext 2012. ACM Press, New York, NY, USA, Year 2012.
Applied Descriptive Pattern Mining. editor(s) 2011, LWA. Year 2011.
DASHTrails: An Approach for Modeling and Analysis of Distribution-Adapted Sequential Hypotheses and Trails. Proc. WWW 2016 (Companion). Year 2016.
Case-Based Characterization and Analysis of Subgroup Patterns. Proc. LWA 2006 (KDML Special Track), Hildesheimer Informatik Berichte. University of Hildesheim, Year 2006.
Mining Complex Event Patterns in Computer Networks. Postproceedings of the 1st Workshop on New Frontiers in Mining Complex Patterns (NFMCP 2012. LNAI, Springer Verlag, Heidelberg, Germany, Year 2013.
How to Select a Suitable Tool for a Software Development Project: Three Case Studies and the Lessons Learned. Software Engineering 2013 - Workshopband. Gesellschaft für Informatik, Year 2013.
Inductive Learning of Simple Diagnostic Scores. Medical Data Analysis, Proc. 4th Intl. Symposium on Medical Data Analysis (ISMDA 2003), LNCS 2868. 23-30, Year 2003.
Anatomy of a Conference. Proc. 23rd ACM Conference on Hypertext and Social Media, HT '12. Year 2012.
Causal Subgroup Analysis for Detecting Confounding. Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management (INAP 2007). Wuerzburg, Germany, Year 2007.
BISHOP – Big Data Driven Self-Learning Support for High-performance Ontology Population. Proc. LWA 2016 (FGWM Special Track). University of Potsdam, Potsdam, Germany, Year 2016.
Subjective vs. Objective Data: Bridging the Gap. Year 2014.
The Social Distributional Hypothesis. In Journal of Social Network Analysis and Mining, (4) 216: Year 2014.
Ubicon and its Applications for Ubiquitous Social Computing. In New Review of Hypermedia and Multimedia, (20) 1: 53--77, Year 2014.
Towards Mining Semantic Maturity in Social Bookmarking Systems. Proceedings of the 4th International Workshop on Social Data on the Web (SDoW2011). editor(s) Passant, Alexandre and Fernández, Sergio and Breslin, John and Bojārs, Uldis. Year 2011.
On the Predictability of Talk Attendance at Academic Conferences (Extended Version). In CoRR, (abs/1407.0613) Year 2014.
Community Assessment using Evidence Networks. Proceedings of the Workshop on Mining Ubiquitous and Social Environments (MUSE2010). Barcelona, Spain, Year 2010.
Towards Generating Test Ontologies using Subgroup Discovery. Proc. LWA 2015 (WM Special Track). Year 2015.
Mining Complex Event Patterns in Computer Networks. Proc. ECML/PKDD Workshop on New Frontiers in Mining Complex Patterns. Bristol, UK, Year 2012.
A Methodological View on Knowledge-Intensive Subgroup Discovery. Proc. 15th International Conference on Knowledge Engineering and Knowledge Management (EKAW 2006). LNAI, 4248: 318--325, Year 2006.
Exploratory Pattern Mining on Social Media using Geo-References and Social Tagging Information. In International Journal of Web Science, (2) 1/2: Year 2013.
VIKAMINE - Open-Source Subgroup Discovery, Pattern Mining, and Analytics. Proc. ECML/PKDD 2012: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Springer Verlag, Heidelberg, Germany, Year 2012.
Ubiquitous Social Media Analysis. MSM/MUSE Postproceedings 2013. editor(s) Atzmueller, Martin and Chin, Alvin and Helic, Denis and Hotho, Andreas. Lecture Notes in Computer Science, (8329) Springer Verlag, Heidelberg, Germany, Year 2013.
A Semi-Automatic Approach for Confounding-Aware Subgroup Discovery. In International Journal on Artificial Intelligence Tools (IJAIT), (18) 1: 1 -- 18, Year 2009.
Subgroup Mining for Interactive Knowledge Refinement. Proc. 10th Conference on Artificial Intelligence in Medicine (AIME 05). LNAI 3581, 453--462, Year 2005.
Proceedings of the 2010 Workshop on Mining Ubiquitous and Social Environments (MUSE 2010). editor(s) Atzmueller, Martin and Hotho, Andreas. ECML/PKDD 2010, Barcelona, Spain, Year 2010.
Conferator – A Ubiquitous System for Enhancing Social Networking at Conferences. Proc. UIS Workshop. Year 2015.
Proceedings of the 2014 International Conference on Social Computing,
Beijing, China, August 04 - 07, 2014
.
editor(s) Yang, Su and Lerman, Kristina and She, James and Atzmueller, Martin. ACM, Year 2014.
Intelligent Diagnosis System Handling Multiple Disorders. Proc. International Conference on Intelligent Information Processing (ICIIP 2004). Year 2004.
Experience Management with Task-Configurations and Task-Patterns for Descriptive Data Mining. Proc. 3rd International Workshop on Knowledge Engineering and Software Engineering (KESE 2007), 30th German Conference on Artificial Intelligence (KI-2007). Year 2007.
VIKAMINE - A Rich-Client Environment for Intelligent Pattern Mining and Subgroup Discovery. Proceedings of the LWA 2011 - Learning, Knowledge, Adaptation. Year 2011.
A Methodological Approach for the Effective Modeling of Bayesian Networks. Proc. 31st Annual German Conference on Artificial Intelligence (KI 2008). 160--168, Year 2008.
Declarative Specification of Ontological Domain Knowledge for Descriptive Data Mining. Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management (INAP 2007). Wuerzburg, Germany, Year 2007.
Towards Explanation-Aware Social Software: Applying the Mining and Analysis Continuum of Explaining. Proc. Workshop on Explanation-aware Computing ExaCt 2010 @ ECAI 2010. Year 2010.
Validation of Mixed-Structured Data Using Pattern Mining and Information Extraction. Proc. 55th IWK, International Workshop on Design, Evaluation and Refinement of Intelligent Systems (DERIS). University of Ilmenau, Year 2010.
Causal Subgroup Analysis for Detecting Confounding (Extended version). Proc. 18th International Conference on Applications of Declarative Programming and Knowledge Management. Year 2008.
SD-Map - A Fast Algorithm for Exhaustive Subgroup Discovery.. Proc. 10th European Conf. on Principles and Practice of Knowledge Discovery
in Databases (PKDD 2006).
6-17, Year 2006.
Proceedings MSM 2014: Workshop on Modeling Social Media - Mining Big Data in Social Media and the Web. editor(s) Atzmueller, Martin and Chin, Alvin and Trattner, Christoph. ACM Press, New York, NY, USA, Year 2014.
Proceedings of the 2011 International Workshop on Mining Ubiquitous and Social Environments (MUSE 2011). editor(s) Atzmueller, Martin and Hotho, Andreas. ECML/PKDD 2011, Athens, Greece, Year 2011.
Introspective Subgroup Analysis for Interactive Knowledge Refinement. Proc. 19th International Florida Artificial Intelligence Research Society Conference 2006 (FLAIRS-2006). 402--407, AAAI Press, Year 2006.
A Textual Subgroup Mining Approach for Rapid ARD+ Model Capture. Proc. 22nd International Florida Artificial Intelligence Research Society Conference (FLAIRS). Year 2009.
Subgroup Discovery - Advanced Review. In WIREs: Data Mining and Knowledge Discovery, (5) 1: 35--49, Year 2015.
Proceedings of the 2013 International Workshop on Mining Ubiquitous and Social Environments (MUSE 2013). editor(s) Atzmueller, Martin and Scholz, Christoph. ECML/PKDD 2013, Prague, Czech Republic, Year 2013.
Exploiting the Power of Social Tagging Systems: A Semantic Flickr Approach for Tutoring and Knowledge Management. Proc. 1st European Workshop on Design, Evaluation and Refinement of Intelligent Systems. Erfurt, Year 2008.
Exceptional Model Mining in Ubiquitous and Social Environments. Proc. Annual Machine Learning Conference of the Benelux (Benelearn 2017). Eindhoven University of Technology, Eindhoven, The Netherlands, Year 2017.
How Do People Link? Analysis of Contact Structures in Human Face-to-Face Proximity Networks. Proc. ASONAM 2013. ACM Press, New York, NY, USA, Year 2013.
Proceedings MSM 2012: Workshop on Modeling Social Media -- Collective Intelligence in Social Media. editor(s) Chin, Alvin and Atzmueller, Martin and Helic, Denis. ACM Press, New York, NY, USA, Year 2012.
On the Evolution of Social Groups During Coffee Breaks. Proc. WWW 2014 (Companion). Year 2014.
Rapid Knowledge Capture Using Subgroup Discovery with Incremental Refinement. Proc. 4th International Conference on Knowledge Capture (K-CAP 2007). 31--38, ACM Press, Year 2007.
A Knowledge-Intensive Approach for Semi-Automatic Causal Subgroup Discovery. Proc. Workshop on Prior Conceptual Knowledge in Machine Learning and Knowledge Discovery (PriCKL'07), at the 18th European Conference on Machine Learning (ECML'07), 11th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'07). Warsaw, Poland, Year 2007.
Sensing, Processing and Analytics - Augmenting the Ubicon Platform for Anticipatory Ubiquitous Computing. Proc. ACM Conference on Pervasive and Ubiquitous Computing Adjunct Publication. UbiComp '16 Adjunct, ACM Press, New York, NY, USA, Year 2016.
Data Preparation for Big Data Analytics: Methods & Experiences. Enterprise Big Data Engineering, Analytics, and Management. IGI Global, Hershey, PA, USA, Year 2016.
Integrating the Rule-Based IE Component TextMarker into UIMA. Proc. LWA 2008 (Information Retrieval Track), submitted. University of Wuerzburg, Year 2008.
An Intelligent Diagnosis System Handling Multiple Disorders. In: Intelligent information processing II, 421--430, Year 2005.
Proceedings of the LWA 2010 - Lernen, Wissen, Adaptivität. editor(s) Atzmueller, Martin and Benz, Dominik and Hotho, Andreas and Stumme, Gerd. Technical report (KIS), 2010-10, Department of Electrical Engineering/Computer Science, Kassel University, Year 2010.
Exemplifying Subgroup Mining Results for Interactive Knowledge Refinement. Proc. 13th Leipziger Informatik-Tage 2005 (LIT 2005). LNI, 101-106, Year 2005.
On the Predictability of Talk Attendance at Academic Conferences (Extended Abstract). Proc. LWA 2014 (KDML Special Track). RTWH Aachen University, Aachen, Germany, Year 2014.
On the Predictability of Human Contacts: Influence Factors and the Strength of Stronger Ties. Proc. Fourth ASE/IEEE International Conference on Social Computing (SocialCom). IEEE Computer Society, Boston, MA, USA, Year 2012.
Data Mining, Validation and Collaborative Knowledge Capture. Collaboration and the Semantic Web: Social Networks, Knowledge Networks, and Knowledge Resources. editor(s) Brüggemann, Stefan and d’Amato, Claudia. 149-167, IGI Global, Year 2012.
Meta-Level Information Extraction. The 32nd Annual Conference on Artificial Intelligence. Springer, Berlin, Year 2009.
Case-Based Approaches for Diagnosing Multiple Disorders. Proc. 17th Intl. Florida Artificial Intelligence Research Society Conference 2004 (FLAIRS-2004). editor(s) Barr, Valerie and Markov, Zdravko. 154--159, AAAI Press, Year 2004.
The FEE Project: Introduction and First Insights. Proc. UIS Workshop. Year 2015.
Ubicon: Observing Social and Physical Activities. Proc. 4th IEEE Intl. Conf. on Cyber, Physical and Social Computing (CPSCom 2012). Year 2012.
Predicting the Stability of User Interaction Ties in Twitter. Proc. I-KNOW 2014. ACM Press, New York, NY, USA, Year 2014.
Subgroup and Community Analytics. editor(s) Symposium, Computational Social Science Winter. Year 2015.
Fast Discovery of Relevant Subgroup Patterns. Proc. 23rd FLAIRS Conference. Year 2010.
Big Data Analytics in the Social and Ubiquitous Context. MSM/MUSE Postproceedings 2015. editor(s) Atzmueller, Martin and Chin, Alvin and Janssen, Frederik and Schweizer, Immanuel and Trattner, Christoph. Lecture Notes in Computer Science, (9546) Springer Verlag, Heidelberg, Germany, Year 2016.
Semi-Automatic Visual Subgroup Mining using VIKAMINE. In Journal of Universal Computer Science, (11) 11: 1752--1765, Year 2005.
A Data Warehouse-Based Approach for Quality Management, Evaluation and Analysis of Intelligent Systems using Subgroup Mining. Proc. 22nd International Florida Artificial Intelligence Research Society Conference (FLAIRS). 402--407, AAAI Press, Year 2009.
Local Exceptionality Detection on Social Interaction Networks. Proc. ECML-PKDD 2016: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Springer Verlag, Heidelberg, Germany, Year 2016.
Mining, Modeling and Recommending 'Things' in Social Media. In LNCS, MSM/MUSE Postproceedings 2013. editor(s) Atzmueller, Martin and Chin, Alvin and Scholz, Christoph and Trattner, Christoph. LNCS, (8940) Springer Verlag, Heidelberg, Germany, Year 2015.
Proceedings of the Third International Workshop on
ning Ubiquitous and Social Environments (MUSE 2012)
.
editor(s) Atzmueller, Martin and Hotho, Andreas. Workshop Notes, Bristol, UK, Year 2012.
Challenges for Big and Smart Data in Process Industries. In atp edition, (01-02) Year 2017.
Describing Locations using Tags and Images: Explorative Pattern Mining in Social Media. Modeling and Mining Ubiquitous Social Media. LNAI, (7472) Springer Verlag, Heidelberg, Germany, Year 2012.
Semi-Automatic Learning of Simple Diagnostic Scores Utilizing Complexity Measures. In Artificial Intelligence in Medicine. Special Issue on Intelligent Data Analysis in Medicine, (37) 1: 19--30, Year 2006.
Is Web Content a Good Proxy for Real-Life Interaction? A Case Study Considering Online and Offline Interactions of Computer Scientists (Poster). Year 2015.
Test-Driven Development of Complex Information Extraction Systems using TextMarker. Proc. 4th International Workshop on Knowledge Engineering and Software Engineering (KESE 2008), 31th German Conference on Artificial Intelligence (KI-2008). Year 2008.
Towards Capturing Social Interactions with SDCF: An Extensible Framework for Mobile Sensing and Ubiquitous Data Collection. Proc. 4th International Workshop on Modeling Social Media (MSM 2013), Hypertext 2013. ACM Press, New York, NY, USA, Year 2013.
EWMA Control Charts for Monitoring Binary Processes with Applications to Medical Diagnosis Data. In Quality and Reliability Engineering, Year 2010.
On the Semantics of User Interaction in Social Media (Extended Abstract). Proc. LWA 2013 (KDML Special Track). University of Bamberg, Bamberg, Germany, Year 2013.
Incorporating Exceptions: Efficient Mining of epsilon-Relevant Subgroup Patterns. Proc. LeGo-09: From Local Patterns to Global Models, Workshop at the 2009 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. editor(s) Knobbe, Johannes Fürnkranz Arno. Year 2009.
Anomaly Detection and Structural Analysis in Industrial Production Environments. Proc. International Data Science Conference (IDSC 2017). Salzburg, Austria, Year 2017.
Community Detection: From Plain to Attributed Complex Networks. Proc. ACM Web Science Conference. ACM Press, New York, NY, USA, Year 2016.
SDCF - A Sensor Data Collection Framework for Social and Ubiquitous Environments: Challenges and First Experiences in Sensor-based Social Networks (Abstract). Proc. Sunbelt XXXIII: Annual Meeting of the International Network for Social Network Analysis. INSNA, Hamburg, Germany, Year 2013.
Enterprise Big Data Engineering, Analytics and Management. editor(s) Atzmueller, Martin and Oussena, Samia and Roth-Berghofer, Thomas. IGI Global, Hershey, PA, USA, Year 2016.
Data Mining. Applied Natural Language Processing and Content Analysis: Advances in Identification, Investigation and Resolution.. editor(s) McCarthy, Philip M. and Boonthum, Chutima. IGI Global, Year 2011.
Subgroup Discovery. In Künstliche Intelligenz, 4: 52--53, Year 2005.
Advances in Exploratory Pattern Analytics on Ubiquitous Data and Social Media. Solving Large Scale Learning Tasks: Challenges and Algorithms. Festschrift in Honour of Prof. Dr. Katharina Morik. editor(s) Michaelis, Stefan and Piatkowski, Nico and Stolpe, Marco. LNCS, (9580) Springer Verlag, Year 2016.
A Datagenerator for Evaluating Machine Learning Methods. In Künstliche Intelligenz, 03: 57--63, Year 2006.
Analysis of Communities in Social Media. Proc. 20th Intl. Conference on Information and Knowledge Management (CIKM 2011). 35-36, ACM Press, Glasgow, Scotland, UK, Year 2011.
Gestaltung technisch-sozialer Vernetzung in der Arbeitsorganisation: Untersuchung zur Nutzerakzeptanz von RFID-Technologie. GfA-Frühjahrskongress. Chemnitz, Year 2011.
Analyzing Group Interaction and Dynamics on Socio-Behavioral Networks of Face-to-Face Proximity. Proc. ACM Conference on Pervasive and Ubiquitous Computing Adjunct Publication. UbiComp '16 Adjunct, ACM Press, New York, NY, USA, Year 2016.
Evolution of Contacts and Communities in Networks of Face-to-Face Proximity (Extended Abstract). Proc. LWA 2013 (KDML Special Track). University of Bamberg, Bamberg, Germany, Year 2013.
Semantics of User Interaction in Social Media. Complex Networks IV. editor(s) Ghoshal, Gourab and Poncela-Casasnovas, Julia and Tolksdorf, Robert. Studies in Computational Intelligence, (476) Springer Verlag, Heidelberg, Germany, Year 2013.
Inductive Learning for Case-Based Diagnosis with Multiple Faults. Advances in Case-Based Reasoning. LNAI, (2416) 28-42, Year 2002.
Who are the Spammers? Understandable Local Patterns for Concept Description. Proc. 7th Conference on Computer Methods and Systems. Krakow, Poland, Year 2009.
Modeling Location-Based Profiles of Social Image Media using Explorative Pattern Mining. Proc. IEEE Third International Conference on Social Computing (SocialCom). 1356--1363, IEEE Computer Society, Boston, MA, USA, Year 2011.
Towards Confounding-Aware Subgroup Discovery. Proc. LWA 2007 (KDML Special Track). University of Halle, Year 2007.
Towards Rapid Knowledge Capture using Textual Subgroup Mining for Rule Prototyping. In Technical Report 458, Institute of Computer Science, University of Würzburg, Year 2009.
Das Forschungszentrum für Informationstechnik-Gestaltung (ITeG). In Praxis der Informationsverarbeitung und Kommunikation, (34) 4: 238-240, Year 2011.
Analyzing and Grounding Social Interaction in Online and Offline Networks. Proc. ECML/PKDD 2014: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. LNCS, (8726) 485--488, Springer Verlag, Heidelberg, Germany, Year 2014.
Conferator - a Social System for Conference and Contact Management. INFORMATIK 2013, Year 2013.
Knowledge-Intensive Subgroup Mining -- Techniques for Automatic and Interactive Discovery. Dissertations in Artificial Intelligence-Infix (Diski), (307) IOS Press, Year 2007.
Subjective versus Objective Captured Social Networks: Comparing Standard Self-Report Questionnaire Data with Observational RFID Technology Data. Proc. Measuring Behavior. Wageningen, The Netherlands, Year 2014.
Knowta: Wiki-Enabled Social Tagging for Collaborative Knowledge and Experience Management. Proc. 2nd International Workshop on Design, Evaluation and Refinement of Intelligent Systems (DERIS2009). CEUR-WS, (545) 1--12, Krakow, Poland, Year 2009.
Fast and Effective Subgroup Mining for Continuous Target Variables. Proc. LWA 2009 (Knowledge Discovery and Machine Learning Track). University of Darmstadt, Darmstadt, Germany, Year 2009.
The Mining and Analysis Continuum of Explaining Uncovered. Proc. 30th SGAI International Conference on Artificial Intelligence (AI-2010). Year 2010.
Mining Social Media. In Informatik Spektrum, (35) 2: 132-135, Year 2012.
Social Event Network Analysis: Structure, Preferences, and Reality. Proc. IEEE/ACM ASONAM. IEEE Press, Boston, MA, USA, Year 2016.
Towards Understanding Spammers - Discovering Local Patterns for Concept Characterization and Description. Proc. LeGo-09: From Local Patterns to Global Models, Workshop at the 2009 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. editor(s) Knobbe, Johannes Fürnkranz Arno. Year 2009.
Ready for the MACE? The Mining and Analysis Continuum of Explaining Uncovered. RR-10-02: Year 2010.
Community Detection and Analysis on Attributed Social Networks. Encyclopedia of Social Network Analysis and Mining. Springer, Heidelberg, Germany, Year 2017.
Conservative and Creative Strategies for the Refinement of Scoring Rules. Proc. 19th Intl. Florida Artificial Intelligence Research Society Conference 2006 (FLAIRS-2006). editor(s) Sutcliffe, Geoff and Goebel, Randy. 408--413, AAAI Press, Year 2006.
Efficient Descriptive Community Mining. Proc. 24th Intl. FLAIRS Conference. AAAI Press, Year 2011.
Resource-Aware On-Line RFID Localization Using Proximity Data. Proceedings of the ECML/PKDD 2011. 129--144, Springer Verlag, Heidelberg, Germany, Year 2011.
Visualizing The Impact of Time Series Data
r Predicting User Interactions
.
Proc. ASONAM 2013. ACM Press, New York, NY, USA, Year 2013.
Defining Software Architectures for Big Data Enabled Operator Support Systems. Proc. IEEE International Conference on Industrial Informatics (INDIN). IEEE Press, Boston, MA, USA, Year 2016.
Observing Human Activity Through Sensing. Participatory Sensing, Opinions and Collective Awareness. editor(s) Loreto, Vittorio and Haklay, Muki and Hotho, Andreas and Servedio, Vito D.P. and Stumme, Gerd and Tria, Francesca and Theunis, Jan. Springer Verlag, Heidelberg, Germany, Year 2017.
HypGraphs: An Approach for Modeling and Comparing Graph-Based and Sequential Hypotheses. Proc. ECML-PKDD Workshop on New Frontiers in Mining Complex Patterns (NFMCP). Riva del Garda, Italy, Year 2016.
A Scalable Framework for Data-Driven Ontology Evaluation. Proc. GWEM 2017, co-located with 9th Conference Professional Knowledge Management (WM 2017). KIT, Karlsruhe, Germany, Year 2017.
Proceedings of the 2014 International Workshop on Mining Ubiquitous and Social Environments (MUSE 2014). editor(s) Atzmueller, Martin and Scholz, Christoph. ECML/PKDD 2014, Nancy, France, Year 2014.
Die VENUS-Entwicklungsmethode: Eine interdisziplinäre Methode für soziotechnische Softwaregestaltung. editor(s) Hoffmann, Axel and Niemczyk, Stefan. Year 2014.
Semi-Automatic Refinement and Assessment of Subgroup Patterns. Proc. 21th International Florida Artificial Intelligence Research Society Conference (FLAIRS-2008). AAAI Press, Year 2008.
Onto Explicative Data Mining: Exploratory, Interpretable and Explainable Analysis. Proc. Dutch-Belgian Database Day. Year 2017.
Enhancing Social Interactions at Conferences. In it - Information Technology, it - Information Technology. (53) 3: 101--107, Oldenbourg Wissenschaftsverlag GmbH, Year 2011.
Anomaly Analytics and Structural Assessment in Process Industries. Proc. Annual Machine Learning Conference of the Benelux (Benelearn 2017). Eindhoven University of Technology, Eindhoven, The Netherlands, Year 2017.
Predictability of Evolving Contacts and Triadic Closure in Human Face-to-Face Proximity Networks. In Journal of Social Network Analysis and Mining, (4) 217: Year 2014.
Modeling and Mining Ubiquitous Social Media. editor(s) Atzmueller, Martin and Chin, Alvin and Helic, Denis and Hotho, Andreas. Lecture Notes in Computer Science, (7472) Springer Verlag, Heidelberg, Germany, Year 2012.
Proceedings of the 2015 International Workshop on Mining Ubiquitous and Social Environments (MUSE 2015). editor(s) Atzmueller, Martin and Lemmerich, Florian. (1521) CEUR-WS, Porto, Portugal, Year 2015.
Design and Implementation of a Data Warehouse for Quality Management, System Evaluation and Knowledge Discovery in the Medical Domain. Proc. 1st European Workshop on Design, Evaluation and Refinement of Intelligent Systems. Erfurt, Year 2008.
Proceedings of the 2013 International Smart University Workshop (SmartU 2013). editor(s) Roth-Berghofer, Thomas and Oussena, Samia and Atzmueller, Martin. CONTEXT 2013, Annecy, France, Year 2013.
Proceedings of the LWA 2008 - Lernen, Wissen, Adaptivität. editor(s) Baumeister, Joachim and Atzmueller, Martin. Technical report 448, Institute of Computer Science, University of Würzburg, Year 2008.
Community and Pattern Analytics in Social Networks. editor(s) 2013, LWA. Year 2013.
Generic Pattern Trees for Exhaustive Exceptional Model Mining. Proc. ECML/PKDD 2012: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. Springer Verlag, Heidelberg, Germany, Year 2012.
TextMarker: A Tool for Rule-Based Information Extraction. Proc. Unstructured Information Management Architecture (UIMA), 2nd UIMA@GSCL Workshop, 2009 Conference of the GSCL (Gesellschaft für Sprachtechnologie und Computerlinguistik). Year 2009.
Sequential Modeling and Structural Anomaly Analytics in Industrial Production Environments. Proc. LWA 2016 (KDML Special Track). University of Potsdam, Potsdam, Germany, Year 2016.
Onto Confounding-Aware Subgroup Discovery. Proc. 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007). 163--170, IEEE Press, Year 2007.
An Extensible Architecture for Wiki-Enabled Semantic Data Mining. Technical Report. (463) University of Wuerzburg, Year 2009.
Descriptive Community Detection. Formal Concept Analysis in Social Network Analysis. editor(s) Missaoui, Rokia and Obiedkov, Sergei and Kuznetsov, Sergei. Springer Verlag, Berlin/Heidelberg, Germany, Year 2017.
Using Subgroup Mining for the Refinement of Knowledge Systems. Proceedings of the 29th Annual Conference of the German Classification Society (GfKl 2005). Year 2005.
Statusreport: Chancen mit Big Data -- Best Practice. Year 2016.

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