M. Atzmüller

发表

International Workshop on Design , Evaluation and Refinement of Intelligent Systems ( DERIS 2010 ) and First International Workshop on Evolution Support for Model-Based Development and Testing ( EMDT 2010 ) part of the umbrella conference

M. Atzmüller, R. Knauf, Stephan Bode, 2010 .

Fast Discovery of Relevant Subgroup Patterns

Florian Lemmerich, Martin Atzmüller, Mathias Rohlfs, 2010, FLAIRS Conference.

Semi-automatic learning of simple diagnostic scores utilizing complexity measures

Frank Puppe, Martin Atzmüller, Joachim Baumeister, 2006, Artif. Intell. Medicine.

Pattern-Constrained Test Case Generation

Frank Puppe, Martin Atzmüller, Joachim Baumeister, 2007, FLAIRS Conference.

Community detection: from plain to attributed complex networks

M. Atzmüller, 2016, WebSci.

Evolution of contacts and communities in social interaction networks of face-to-face proximity

M. Atzmüller, M. Postma, Stefan Bloemheuvel, 2018 .

Towards Estimating Happiness using Social Sensing: Perspectives on Organizational Social Network Analysis

Martin Atzmüller, Daan Kolkman, Werner Liebregts, 2018, AfCAI.

Erratum to: Observing Human Activity Through Sensing

Simo Hosio, Dominique Gillis, Vassilis Kostakos, 2017, Participatory Sensing, Opinions and Collective Awareness.

Subgroup discovery

Martin Atzmüller, M. Atzmüller, 2005, Künstliche Intell..

BISHOP - Big Data Driven Self-Learning Support for High-performance Ontology Population

Martin Atzmüller, Klaus-Peter Scherer, Constantin Rieder, 2016, LWDA.

Formation and Temporal Evolution of Social Groups During Coffee Breaks

Gerd Stumme, Martin Atzmüller, Andreas Ernst, 2015, MSM/MUSE/SenseML.

Mining communities and their descriptions on attributed graphs: a survey

Martin Atzmüller, Stephan Günnemann, Albrecht Zimmermann, 2021, Data Mining and Knowledge Discovery.

MinerLSD: efficient mining of local patterns on attributed networks

Martin Atzmüller, Henry Soldano, Dominique Bouthinon, 2019, Appl. Netw. Sci..

Community Detection and Analysis on Attributed Social Networks

Martin Atzmüller, M. Atzmüller, 2018, Encyclopedia of Social Network Analysis and Mining. 2nd Ed..

Mixed-Initiative Feature Engineering Using Knowledge Graphs

Martin Atzmüller, Eric Sternberg, M. Atzmüller, 2017, K-CAP.

Descriptive Community Detection

Martin Atzmüller, M. Atzmüller, 2017, Formal Concept Analysis of Social Networks.

Detecting community patterns capturing exceptional link trails

Martin Atzmüller, M. Atzmüller, 2016, 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

Description-oriented community detection using exhaustive subgroup discovery

Martin Atzmüller, Stephan Doerfel, Folke Mitzlaff, 2016, Inf. Sci..

Stratification-Oriented Analysis of Community Structure in Networks of Face-to-Face Proximity

Martin Atzmüller, Marie Postma, Stefan Bloemheuvel, 2015, MSM@WWW,MUSE@PKDD/ECML.

Advances in Exploratory Pattern Analytics on Ubiquitous Data and Social Media

Martin Atzmüller, M. Atzmüller, 2016, Solving Large Scale Learning Tasks.

Subgroup and Community Analytics on Attributed Graphs

Martin Atzmüller, M. Atzmüller, 2015, SNAFCA@ICFCA.

Feature-rich networks: going beyond complex network topologies

A. Sala, S. Gaito, R. Interdonato, 2019, Appl. Netw. Sci..

Homophily at Academic Conferences

Florian Lemmerich, Martin Atzmüller, F. Lemmerich, 2018, WWW.

HypGraphs: An Approach for Analysis and Assessment of Graph-Based and Sequential Hypotheses

Benjamin Klöpper, Martin Atzmüller, Andreas Schmidt, 2016, NFMCP@PKDD/ECML.

The social distributional hypothesis: a pragmatic proxy for homophily in online social networks

Andreas Hotho, Gerd Stumme, Martin Atzmüller, 2014, Social Network Analysis and Mining.

New Insights and Methods For Predicting Face-To-Face Contacts

Ciro Cattuto, Gerd Stumme, Alain Barrat, 2013, ICWSM.

On the Semantics of User Interaction in Social Media

Andreas Hotho, Gerd Stumme, Martin Atzmüller, 2013, LWA.

Exploratory pattern mining on social media using geo-references and social tagging information

Florian Lemmerich, Martin Atzmüller, F. Lemmerich, 2013, Int. J. Web Sci..

A Semi-Automatic Approach for Confounding-Aware Subgroup Discovery

Frank Puppe, Martin Atzmüller, Hans-Peter Buscher, 2009, Int. J. Artif. Intell. Tools.

A Knowledge-Intensive Approach for Semi-automatic Causal Subgroup Discovery

Frank Puppe, Martin Atzmüller, F. Puppe, 2009, Knowledge Discovery Enhanced with Semantic and Social Information.

Causal Subgroup Analysis for Detecting Confounding

Frank Puppe, Martin Atzmüller, F. Puppe, 2009, INAP/WLP.

Onto Confounding-Aware Subgroup Discovery

Frank Puppe, Martin Atzmüller, Hans-Peter Buscher, 2007, 19th IEEE International Conference on Tools with Artificial Intelligence(ICTAI 2007).

Knowledge-intensive subgroup mining: techniques for automatic and interactive discovery

Martin Atzmüller, M. Atzmüller, 2006 .

Rule-Based Information Extraction for Structured Data Acquisition using TextMarker

Frank Puppe, Martin Atzmüller, Peter Klügl, 2008, LWA.

Fast exhaustive subgroup discovery with numerical target concepts

Frank Puppe, Florian Lemmerich, Martin Atzmüller, 2016, Data Mining and Knowledge Discovery.

EWMA control charts for monitoring binary processes with applications to medical diagnosis data

Martin Atzmüller, Christian H. Weiß, C. Weiß, 2010, Qual. Reliab. Eng. Int..

Conservative and Creative Strategies for the Refinement of Scoring Rules

Frank Puppe, Martin Atzmüller, Joachim Baumeister, 2006, FLAIRS.

Fast Subgroup Discovery for Continuous Target Concepts

Florian Lemmerich, Martin Atzmüller, F. Lemmerich, 2009, ISMIS.

SD-Map - A Fast Algorithm for Exhaustive Subgroup Discovery

Frank Puppe, Martin Atzmüller, F. Puppe, 2006, PKDD.

On the predictability of recurring links in networks of face-to-face proximity

Gerd Stumme, Martin Atzmüller, Christoph Scholz, 2014, WWW.

Mining Social Links for Ubiquitous Knowledge Engineering

Gerd Stumme, Bjoern Elmar Macek, Martin Atzmüller, 2014, Socio-technical Design of Ubiquitous Computing Systems.

On the Predictability of Human Contacts: Influence Factors and the Strength of Stronger Ties

Gerd Stumme, Martin Atzmüller, Christoph Scholz, 2012, 2012 International Conference on Privacy, Security, Risk and Trust and 2012 International Confernece on Social Computing.

MinerLSD: Efficient Local Pattern Mining on Attributed Graphs

Martin Atzmüller, Henry Soldano, Dominique Bouthinon, 2018, 2018 IEEE International Conference on Data Mining Workshops (ICDMW).

Knowledge-Based Mining of Exceptional Patterns in Logistics Data: Approaches and Experiences in an Industry 4.0 Context

Martin Atzmüller, Eric Sternberg, M. Atzmüller, 2018, ISMIS.

Towards Estimating Collective Motor Behavior: Aware of Self vs. Aware of the Other

Martin Atzmüller, Marie Postma, Lisa E. Rombout, 2018, AfCAI.

Resource-Aware On-line RFID Localization Using Proximity Data

Andreas Hotho, Gerd Stumme, Martin Atzmüller, 2011, ECML/PKDD.

Declarative Aspects in Explicative Data Mining for Computational Sensemaking

Martin Atzmüller, M. Atzmüller, 2017, DECLARE.

Data Mining on Social Interaction Networks

Martin Atzmüller, M. Atzmüller, 2013, J. Data Min. Digit. Humanit..

Semi-Automatic Refinement and Assessment of Subgroup Patterns

Frank Puppe, Martin Atzmüller, F. Puppe, 2008, FLAIRS.

Semi-Automatic Visual Subgroup Mining using VIKAMINE

Frank Puppe, Martin Atzmüller, F. Puppe, 2005, J. Univers. Comput. Sci..

How do people link? Analysis of contact structures in human face-to-face proximity networks

Gerd Stumme, Martin Atzmüller, Mark Kibanov, 2013, 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013).

On the evolution of social groups during coffee breaks

Gerd Stumme, Martin Atzmüller, Andreas Ernst, 2014, WWW.

Evaluation of two Strategies for Case-Based Diagnosis handling Multiple Faults

Frank Puppe, Martin Atzmüller, Joachim Baumeister, 2003, Wissensmanagement.

Finding Maximal Non-Redundant Association Rules in Tennis Data pdf

Martin Atzmüller, Dietmar Seipel, Daniel Weidner, 2019, DECLARE.

VIKAMINE - Open-Source Subgroup Discovery, Pattern Mining, and Analytics

Florian Lemmerich, Martin Atzmüller, F. Lemmerich, 2012, ECML/PKDD.

Mining social media: key players, sentiments, and communities

Martin Atzmüller, M. Atzmüller, 2012, WIREs Data Mining Knowl. Discov..

Face-to-Face Contacts at a Conference: Dynamics of Communities and Roles

Andreas Hotho, Gerd Stumme, Martin Atzmüller, 2011, MSM/MUSE.

Community Assessment Using Evidence Networks

Dominik Benz, Andreas Hotho, Gerd Stumme, 2010, MSM/MUSE.

Mining Social Media

M. Atzmüller, 2012, Informatik-Spektrum.

Profile Mining in CVS-Logs and Face-to-Face Contacts for Recommending Software Developers

Gerd Stumme, Bjoern Elmar Macek, Martin Atzmüller, 2011, 2011 IEEE Third Int'l Conference on Privacy, Security, Risk and Trust and 2011 IEEE Third Int'l Conference on Social Computing.

Efficient Descriptive Community Mining

Martin Atzmüller, Folke Mitzlaff, M. Atzmüller, 2011, FLAIRS.

Enhancing Social Interactions at Conferences

Dominik Benz, Andreas Hotho, Gerd Stumme, 2011, it Inf. Technol..

Towards Generating Explanations for ASP-Based Link Analysis using Declarative Program Transformations pdf

Martin Atzmüller, Dietmar Seipel, Çiçek Güven, 2019, ArXiv.

Graph Summarization for Computational Sensemaking on Complex Industrial Event Logs

Benjamin Klöpper, Martin Atzmüller, Stefan Bloemheuvel, 2019, Business Process Management Workshops.

Explanation-aware feature selection using symbolic time series abstraction: Approaches and experiences in a petro-chemical production context

Benjamin Klöpper, Martin Atzmüller, Andreas Schmidt, 2017, 2017 IEEE 15th International Conference on Industrial Informatics (INDIN).

On Requirements and Design Criteria for Explainability in Legal AI

Martin Atzmüller, Martijn van Otterlo, M. V. Otterlo, 2018, XAILA@JURIX.

Towards Explanation-Aware Social Software: Applying the Mining and Analysis Continuum of Explaining

Martin Atzmüller, Thomas Roth-Berghofer, T. Roth-Berghofer, 2010, ExaCt.

Feature-Set-Engineering for Detecting Freezing of Gait in Parkinson's Disease using Deep Recurrent Neural Networks pdf

Martin Atzmüller, Spyroula Masiala, Willem Huijbers, 2019, ArXiv.

Abstracting Local Transformer Attention for Enhancing Interpretability on Time Series Data

Martin Atzmüller, Leonid Schwenke, M. Atzmüller, 2021, LWDA.

Visualizing the impact of time series data for predicting user interactions

Bjoern Elmar Macek, Martin Atzmüller, M. Atzmüller, 2013, 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2013).

Descriptive Network Modeling and Analysis for Investigating User Acceptance in a Learning Management System Context

Martin Atzmüller, Menno van Zaanen, Menno van Zaanen, 2019, ABIS@HT.

The Mining and Analysis Continuum of Explaining Uncovered

Martin Atzmüller, Thomas Roth-Berghofer, T. Roth-Berghofer, 2010, SGAI Conf..

A case-based approach for characterization and analysis of subgroup patterns

Frank Puppe, Martin Atzmüller, F. Puppe, 2008, Applied Intelligence.

Identifying Exceptional Descriptions of People Using Topic Modeling and Subgroup Discovery

Martin Atzmüller, Andrew T. Hendrickson, Jason Wang, 2018, ISMIS.

Exploratory Subgroup Analytics on Ubiquitous Data

Martin Atzmüller, Juergen Mueller, Martin Becker, 2013, MSM/MUSE.

Predictability of evolving contacts and triadic closure in human face-to-face proximity networks

Gerd Stumme, M. Atzmüller, Christoph Scholz, 2014, Social Network Analysis and Mining.

Sensing, processing and analytics: augmenting the Ubicon platform for anticipatory ubiquitous computing

Martin Atzmüller, Naveed Hayat, Björn Fries, 2016, UbiComp Adjunct.

Predicting trading interactions in an online marketplace through location-based and online social networks

C. Trattner, M. Atzmüller, Lukas Eberhard, 2018, Information Retrieval Journal.

Visualization Methods for Exploratory Subgroup Discovery on Time Series Data

Dane A. Hudson, Travis J. Wiltshire, M. Atzmüller, 2022, IWINAC.

On the predictability of talk attendance at academic conferences

Gerd Stumme, Martin Atzmüller, Christoph Scholz, 2014, LWA.

Ubicon and its applications for ubiquitous social computing

Andreas Hotho, Gerd Stumme, Bjoern Elmar Macek, 2014, New Rev. Hypermedia Multim..

Anatomy of a conference

Gerd Stumme, Bjoern Elmar Macek, Martin Atzmüller, 2012, HT '12.

An Improved Wide-Kernel CNN for Classifying Multivariate Signals in Fault Diagnosis

M. Atzmüller, Stefan Bloemheuvel, J. V. D. Hoogen, 2020, 2020 International Conference on Data Mining Workshops (ICDMW).

Compositional Subgroup Discovery on Attributed Social Interaction Networks

Martin Atzmüller, M. Atzmüller, 2018, DS.

Sequential Exceptional Pattern Discovery Using Pattern-Growth: An Extensible Framework for Interpretable Machine Learning on Sequential Data

M. Atzmüller, Dennis Mollenhauer, 2020, XI-ML@KI.

Subgroup Discovery as a Method for Generating Test Ontologies

Martin Atzmüller, Klaus-Peter Scherer, Daniel Knoell, 2015, LWA.

Experience Management with Task-Configurations and Task-Patterns for Descriptive Data Mining

Kai Bartlmae, M. Atzmüller, 2007, KESE.

Adaptive kNN using expected accuracy for classification of geo-spatial data

Andreas Hotho, Gerd Stumme, Martin Atzmüller, 2017, SAC.

Is web content a good proxy for real-life interaction? A case study considering online and offline interactions of computer scientists

Ciro Cattuto, Gerd Stumme, Alain Barrat, 2015, 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

Adaptive Class Association Rule Mining for Human Activity Recognition

Martin Atzmüller, Dennis Kroll, Matthias Trojahn, 2015, MUSE@PKDD/ECML.

Describing Locations Using Tags and Images: Explorative Pattern Mining in Social Media

Florian Lemmerich, Martin Atzmüller, F. Lemmerich, 2011, MSM/MUSE.

Exploiting Background Knowledge for Knowledge-Intensive Subgroup Discovery

Frank Puppe, Martin Atzmüller, Hans-Peter Buscher, 2005, IJCAI.

Clinical Experiences with a Knowledge-Based System in Sonography (SonoConsult)

Frank Puppe, Martin Atzmüller, Georg Buscher, 2005, Wissensmanagement.

A Datagenerator for Evaluating Machine Learning Methods

Frank Puppe, Martin Atzmüller, Joachim Baumeister, 2006, Künstliche Intell..

Exemplifying Subgroup Mining Results for Interactive Knowledge Refinement

Frank Puppe, Martin Atzmüller, Joachim Baumeister, 2005, Leipziger Informatik-Tage.

Connect-U: A System for Enhancing Social Networking

Gerd Stumme, Axel Hoffmann, Bjoern Elmar Macek, 2014, Socio-technical Design of Ubiquitous Computing Systems.

Onto Model-based Anomalous Link Pattern Mining on Feature-Rich Social Interaction Networks

Martin Atzmüller, M. Atzmüller, 2019, WWW.

Social studies of scholarly life with sensor-based ethnographic observations

Gerd Stumme, M. Atzmüller, S. Rödder, 2019, Scientometrics.

Predicting trading interactions in an online marketplace through location-based and online social networks

Christoph Trattner, Martin Atzmüller, Lukas Eberhard, 2018, Information Retrieval Journal.

An Intelligent Diagnosis System Handling Multiple Disorders

Martin Atzmüller, Joachim Baumeister, John A. Barnden, 2004, Intelligent Information Processing.

Temporal evolution of contacts and communities in networks of face-to-face human interactions

Gerd Stumme, Martin Atzmüller, Mark Kibanov, 2014, Science China Information Sciences.

On the Evolution of Contacts and Communities in Networks of Face-to-Face Proximity

Gerd Stumme, Martin Atzmüller, Mark Kibanov, 2013, 2013 IEEE International Conference on Green Computing and Communications and IEEE Internet of Things and IEEE Cyber, Physical and Social Computing.

Mining Attributed Interaction Networks on Industrial Event Logs

Benjamin Klöpper, Martin Atzmüller, B. Klöpper, 2018, IDEAL.

Dominik Benz, Andreas Hotho, Gerd Stumme, 2013, ArXiv.

Behavioral Analysis on Socio-Spatial Interaction Networks concerning User Preferences, Interactions and their Perception

Martin Atzmüller, Spyroula Masiala, Çiçek Güven, 2019, ABIS@HT.

Analyzing group interaction and dynamics on socio-behavioral networks of face-to-face proximity

Gerd Stumme, Martin Atzmüller, Lisa Thiele, 2016, UbiComp Adjunct.

DASHTrails: An Approach for Modeling and Analysis of Distribution-Adapted Sequential Hypotheses and Trails

Martin Atzmüller, Mark Kibanov, Andreas Schmidt, 2016, WWW.

Analyzing and Grounding Social Interaction in Online and Offline Networks

Martin Atzmüller, M. Atzmüller, 2014, ECML/PKDD.

Link Prediction and the Role of Stronger Ties in Networks of Face-to-Face Proximity pdf