Martin Atzmueller

244 papers A 3B 24C 18Misc 8Journal 70Unranked 96

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Scene Graph Backed Approach to Open Set Semantic Mapping. CoRR Martin Günther, Felix Igelbrink, Oscar Lima, Lennart Niecksch, Marian Renz, Martin Atzmueller
2026	J	`jnl`	A comparison of graph construction techniques for applying graph signal processing to soil moisture networks. Discov. Comput. Jurgen van den Hoogen, Dan Hudson, Martin Atzmueller
2026	J	`jnl`	Agentic AI for Robot Control: Flexible but still Fragile. CoRR Oscar Lima, Marc Vinci, Martin Günther, Marian Renz, Alexander Sung, Sebastian Stock, Johannes Brust, Lennart Niecksch, Zongyao Yi, Felix Igelbrink, Benjamin Kisliuk, Martin Atzmueller, Joachim Hertzberg
2026	—	`conf`	Auf dem Weg zu einer KI-gestützten Gewässer- und Wasseransammlungsdetektion zur adaptiven Steuerung von Pflanzenschutz- und Düngerapplikation auf Landmaschinen. GIL Christoph Tieben, Robert Rettig, Benjamin Kisliuk, Andrej Lejman, Christoph Manss, Kai von Szadkowski, Martin Atzmueller
2026	J	`jnl`	DISC: Dense Integrated Semantic Context for Large-Scale Open-Set Semantic Mapping. CoRR Felix Igelbrink, Lennart Niecksch, Martin Atzmueller, Joachim Hertzberg
2026	—	`conf`	Enhancing BlazeBlock with Convolutional Block Attention and self-attention on agricultural vision applications. GIL Arnab Ghosh Chowdhury, Amos Smith, Martin Atzmueller
2026	J	`jnl`	ExPrIS: Knowledge-Level Expectations as Priors for Object Interpretation from Sensor Data. CoRR Marian Renz, Martin Günther, Felix Igelbrink, Oscar Lima, Martin Atzmueller
2026	J	`jnl`	Finding One's Bearings in the Hyperparameter Landscape of a Wide-Kernel Convolutional Fault Detector. IEEE Access Dan Hudson, Jurgen van den Hoogen, Martin Atzmueller
2026	—	`conf`	Improving transparency in machine learning for agriculture: a case study on mushroom classification using CNN and Grad-CAM. GIL Xiao Wei, Alina Griesel, Martin Atzmueller
2026	J	`jnl`	Kriging prior regression: A case for kriging-based spatial features with TabPFN in soil mapping. Comput. Electron. Agric. Jonas Schmidinger, Viacheslav Barkov, Sebastian Vogel, Martin Atzmueller, Gerard B. M. Heuvelink
2026	J	`jnl`	LIEREx: Language-Image Embeddings for Robotic Exploration. CoRR Felix Igelbrink, Lennart Niecksch, Marian Renz, Martin Günther, Martin Atzmueller
2026	—	`conf`	Time series feature extraction and crop type classification on spatiotemporal soil sensor network data. GIL David Massanés, Martin Atzmueller
2025	J	`jnl`	A Domain-Agnostic Neuro-Symbolic Architecture for Multimodal Human-in-the-Loop Anomaly Detection and Complex Fault Diagnosis. IEEE Access Tim Bohne, Anne-Kathrin Patricia Windler, Martin Atzmueller
2025	B	`conf`	A Global Dataset-Specific Any-Order Minimal Expectation Baseline for Saliency Scores. DSAA Leonid Schwenke, Martin Atzmueller
2025	—	`conf`	A Legislation-Aware Robotic Framework for Autonomous Fertilization Near Protected Water Bodies. ECMR Nikolas Müller, Ahmad Kadi, Marie-Laure Mugnier, Guillaume Pérution-Kihli, Federico Ulliana, Martin Atzmueller
2025	—	`conf`	Acting and Planning with Hierarchical Operational Models on a Mobile Robot: A Study with RAE+UPOM. ECMR Oscar Lima, Marc Vinci, Sunandita Patra, Sebastian Stock, Joachim Hertzberg, Martin Atzmueller, Malik Ghallab, Dana S. Nau, Paolo Traverso
2025	J	`jnl`	Acting and Planning with Hierarchical Operational Models on a Mobile Robot: A Study with RAE+UPOM. CoRR Oscar Lima, Marc Vinci, Sunandita Patra, Sebastian Stock, Joachim Hertzberg, Martin Atzmueller, Malik Ghallab, Dana S. Nau, Paolo Traverso
2025	B	`conf`	An Empirical Study on Improving SimCLR's Nonlinear Projection Head Using Pretrained Autoencoder Embeddings. ICTAI Andreas Schliebitz, Heiko Tapken, Martin Atzmueller
2025	J	`jnl`	Comparative Analysis of Deep Learning-Based Feature Extractors for Change Detection in Automotive Radar Maps. IEEE Access Harihara Bharathy Swaminathan, Aron Sommer, Uri Iurgel, Andreas Becker, Martin Atzmueller
2025	J	`jnl`	Comprehensive Evaluation of Prototype Neural Networks. CoRR Philipp Schlinge, Steffen Meinert, Martin Atzmueller
2025	A	`conf`	Differential Six-Axis Force and Torque Measurement in a Prototype Robotic Surgical Instrument. IROS Daniel Neykov, Timo Markert, Niklas Hellinger, Andreas Theissler, Martin Atzmueller, Sebastian Matich
2025	B	`conf`	Enhancing Convolutional Block Attention with Self-Attention on Agricultural Image Classification. ICTAI Arnab Ghosh Chowdhury, Amos Smith, Martin Atzmueller
2025	—	`conf`	Evaluating Higher-Level and Symbolic Features in Deep Learning on Time Series: Towards Simpler Explainability. IWANN (1) Leonid Schwenke, Till Stückemann, Martin Atzmueller
2025	B	`conf`	Evaluating Interpretability Using Logical Relations: Do Saliency Maps Encode Relevant Information? DSAA Leonid Schwenke, Martin Atzmueller
2025	B	`conf`	From Laboratory State into Production: Automating Hyperspectral Image Classification through MLOps. ICTAI Lena Herrmann, Alina Griesel, Carmen Mossner, Jan-Philipp Schwarze, Martin Atzmueller
2025	C	`conf`	Integrating Prior Observations for Incremental 3D Scene Graph Prediction. ICMLA Marian Renz, Felix Igelbrink, Martin Atzmueller
2025	J	`jnl`	Integrating Prior Observations for Incremental 3D Scene Graph Prediction. CoRR Marian Renz, Felix Igelbrink, Martin Atzmueller
2025	J	`jnl`	Kriging prior Regression: A Case for Kriging-Based Spatial Features with TabPFN in Soil Mapping. CoRR Jonas Schmidinger, Viacheslav Barkov, Sebastian Vogel, Martin Atzmueller, Gerard B. M. Heuvelink
2025	J	`jnl`	Learning Contact Dynamics for Control with Action-conditioned Face Interaction Graph Networks. CoRR Zongyao Yi, Joachim Hertzberg, Martin Atzmueller
2025	J	`jnl`	Mining exceptional social behavior on attributed interaction networks. Mach. Learn. Martin Atzmueller, Carolina Centeio Jorge, Cláudio Rebelo de Sá, Behzad Momahed Heravi, Jenny L. Gibson, Rosaldo J. F. Rossetti
2025	J	`jnl`	Modern Neural Networks for Small Tabular Datasets: The New Default for Field-Scale Digital Soil Mapping? CoRR Viacheslav Barkov, Jonas Schmidinger, Robin Gebbers, Martin Atzmueller
2025	J	`jnl`	PHEATPRUNER: Interpretable Data-centric Feature Selection for Multivariate Time Series Classification through Persistent Homology. CoRR Anh-Duy Pham, Olivier Basole Kashongwe, Martin Atzmueller, Tim Römer
2025	B	`conf`	ProtoMask: Segmentation-Guided Prototype Learning. ICTAI Steffen Meinert, Philipp Schlinge, Nils Strodthoff, Martin Atzmueller
2025	J	`jnl`	ProtoMask: Segmentation-Guided Prototype Learning. CoRR Steffen Meinert, Philipp Schlinge, Nils Strodthoff, Martin Atzmueller
2025	J	`jnl`	Saliency Map-Guided Knowledge Discovery for Subclass Identification with LLM-Based Symbolic Approximations. CoRR Tim Bohne, Anne-Kathrin Patricia Windler, Martin Atzmueller
2025	J	`jnl`	Saliency Maps are Ambiguous: Analysis of Logical Relations on First and Second Order Attributions. CoRR Leonid Schwenke, Martin Atzmueller
2025	J	`jnl`	Simplicial complexes in network intrusion profiling: pattern construction through simplicial centralities. Appl. Netw. Sci. Mandala von Westenholz, Martin Atzmueller, Tim Römer
2025	—	`conf`	Towards Reconfigurability of Plan-Based Controllers Through Metacognition. ICSR+AI (2) Alessandro Umbrico, Sebastian Stock, Martin Atzmueller, Amedeo Cesta, Elisa Foderaro, Joachim Hertzberg, Oscar Lima, Juan Carlos Saborío, Marc Vinci, Nicola Pedrocchi, Andrea Orlandini
2025	—	`conf`	Uncertainty-Resilient Active Intention Recognition for Robotic Assistants. ECMR Juan Carlos Saborío, Marc Vinci, Oscar Lima, Sebastian Stock, Lennart Niecksch, Martin Günther, Alexander Sung, Joachim Hertzberg, Martin Atzmueller
2024	Misc	`conf`	A Framework for Explanation-Aware Visualization and Adjudication in Object Detection: First Results and Perspectives. IWINAC Arnab Ghosh Chowdhury, David Massanés, Steffen Meinert, Martin Atzmueller
2024	C	`conf`	An Efficient Model-Agnostic Approach for Uncertainty Estimation in Data-Restricted Pedometric Applications. ICMLA Viacheslav Barkov, Jonas Schmidinger, Robin Gebbers, Martin Atzmueller
2024	J	`jnl`	An Efficient Model-Agnostic Approach for Uncertainty Estimation in Data-Restricted Pedometric Applications. CoRR Viacheslav Barkov, Jonas Schmidinger, Robin Gebbers, Martin Atzmueller
2024	—	`conf`	Data-Hungry Fault Detection Algorithms Can Try Transfer Learning for Starters. ICDEW Jurgen van den Hoogen, Dan Hudson, Martin Atzmueller
2024	J	`jnl`	Explainable and interpretable machine learning and data mining. Data Min. Knowl. Discov. Martin Atzmueller, Johannes Fürnkranz, Tomás Kliegr, Ute Schmid
2024	B	`conf`	Force-based Haptic Input Device and Online Motion Generator: Investigating Learning Curves in Robotic Telemanipulation. RO-MAN Timo Markert, Sebastian Matich, Daniel Neykov, Jonas Pfannes, Andreas Theissler, Martin Atzmueller
2024	C	`conf`	Graph Signal Processing Unearths the Best Locations for Soil Moisture Sensors. ICMLA Jurgen van den Hoogen, Dan Hudson, Martin Atzmueller
2024	J	`jnl`	Graph construction on complex spatiotemporal data for enhancing graph neural network-based approaches. Int. J. Data Sci. Anal. Stefan Bloemheuvel, Jurgen van den Hoogen, Martin Atzmueller
2024	J	`jnl`	Hyperparameter analysis of wide-kernel CNN architectures in industrial fault detection: an exploratory study. Int. J. Data Sci. Anal. Jurgen van den Hoogen, Dan Hudson, Stefan Bloemheuvel, Martin Atzmueller
2024	J	`jnl`	Improving Nonlinear Projection Heads using Pretrained Autoencoder Embeddings. CoRR Andreas Schliebitz, Heiko Tapken, Martin Atzmueller
2024	J	`jnl`	Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and Diagnosis. CoRR Martin Atzmueller, Tim Bohne, Patricia Windler
2024	C	`conf`	Mapping Trees Outside Forests Using Semantic Segmentation. IGARSS Moritz Lucas, Viacheslav Barkov, Ralf Pecenka, Martin Atzmueller, Björn Waske
2024	J	`jnl`	Online Knowledge Integration for 3D Semantic Mapping: A Survey. CoRR Felix Igelbrink, Marian Renz, Martin Günther, Piper Powell, Lennart Niecksch, Oscar Lima, Martin Atzmueller, Joachim Hertzberg
2024	—	`conf`	PINNtegrate: PINN-based Integral-Learning for Variational and Interface Problems. ML-DE Frank Ehebrecht, Toni Scharle, Martin Atzmueller
2024	J	`jnl`	Saliency Methods are Encoders: Analysing Logical Relations Towards Interpretation. CoRR Leonid Schwenke, Martin Atzmueller
2024	J	`jnl`	Simplicial complexes in network intrusion profiling. CoRR Mandala von Westenholz, Martin Atzmueller, Tim Römer
2024	—	`conf`	Stay Tuned! Analysing Hyperparameters of a Wide-Kernel Architecture for Industrial Faults. CAI Dan Hudson, Jurgen van den Hoogen, Stefan Bloemheuvel, Martin Atzmueller
2024	J	`jnl`	Tailoring the Hyperparameters of a Wide-Kernel Convolutional Neural Network to Fit Different Bearing Fault Vibration Datasets. CoRR Dan Hudson, Jurgen van den Hoogen, Martin Atzmueller
2023	J	`jnl`	"Want to come play with me?" Outlier subgroup discovery on spatio-temporal interactions. Expert Syst. J. Knowl. Eng. Carolina Centeio Jorge, Martin Atzmueller, Behzad Momahed Heravi, Jenny L. Gibson, Rosaldo J. F. Rossetti, Cláudio Rebelo de Sá
2023	B	`conf`	A Neuro-Symbolic Approach for Anomaly Detection and Complex Fault Diagnosis Exemplified in the Automotive Domain. K-CAP Tim Bohne, Anne-Kathrin Patricia Windler, Martin Atzmueller
2023	—	`conf`	Active-learning-driven deep interactive segmentation for cost-effective labeling of crop-weed image data. GIL Jahrestagung Freddy Sikouonmeu, Martin Atzmueller
2023	—	`conf`	Constructing Neural Forms for Hard-Constraint PINNs with Complex Dirichlet Boundaries. PKDD/ECML Workshops (3) Frank Ehebrecht, Toni Scharle, Martin Atzmueller
2023	C	`conf`	Domain Transfer for Surface Defect Detection using Few-Shot Learning on Scarce Data. INDIN Felix Gerschner, Jonas Paul, Lukas Schmid, Nico Barthel, Victor Gouromichos, Florian Schmid, Martin Atzmueller, Andreas Theissler
2023	B	`conf`	Enhanced Explanations for Knowledge-Augmented Clustering using Subgroup Discovery. DSAA Maciej Szelazek, Dan Hudson, Szymon Bobek, Grzegorz J. Nalepa, Martin Atzmueller
2023	—	`conf`	Explainable Multi-Modal and Local Approaches to Modelling Injuries in Sports Data. ICDM (Workshops) Dan Hudson, Ruud J. R. Den Hartigh, L. Rens A. Meerhoff, Martin Atzmueller
2023	—	`conf`	Exploratory and Explanation-Aware Network Intrusion Profiling using Subgroup Discovery and Complex Network Analysis. EICC Martin Atzmueller, Sophia Sylvester, Rushed Kanawati
2023	J	`jnl`	Extracting Interpretable Local and Global Representations from Attention on Time Series. CoRR Leonid Schwenke, Martin Atzmueller
2023	C	`conf`	Graph Neural Network-Based Measurement Inference on Irregular Sensor Geometries. INDIN Martin ben Ahmed, Niklas Wilming, Martin Atzmueller
2023	J	`jnl`	Graph neural networks for multivariate time series regression with application to seismic data. Int. J. Data Sci. Anal. Stefan Bloemheuvel, Jurgen van den Hoogen, Dario Jozinovic, Alberto Michelini, Martin Atzmueller
2023	B	`conf`	Hyperparameter Analysis of Wide-Kernel CNN Architectures in Industrial Fault Detection - An Exploratory Study. DSAA Jurgen van den Hoogen, Dan Hudson, Stefan Bloemheuvel, Martin Atzmueller
2023	Misc	`conf`	Identifying Informative Nodes in Attributed Spatial Sensor Networks Using Attention for Symbolic Abstraction in a GNN-based Modeling Approach. FLAIRS Leonid Schwenke, Stefan Bloemheuvel, Martin Atzmueller
2023	B	`conf`	Leveraging Explainable AI Methods Towards Identifying Classification Issues on IDS Datasets. LCN Eric Lanfer, Sophia Sylvester, Nils Aschenbruck, Martin Atzmueller
2023	Misc	`conf`	Making Time Series Embeddings More Interpretable in Deep Learning - Extracting Higher-Level Features via Symbolic Approximation Representations. FLAIRS Leonid Schwenke, Martin Atzmueller
2023	J	`jnl`	Methods for explaining Top-N recommendations through subgroup discovery. Data Min. Knowl. Discov. Mouloud Iferroudjene, Corentin Lonjarret, Céline Robardet, Marc Plantevit, Martin Atzmueller
2023	J	`jnl`	Multi-Level Analysis of Learning Management Systems' User Acceptance Exemplified in Two System Case Studies. Data Parisa Shayan, Roberto Rondinelli, Menno van Zaanen, Martin Atzmueller
2023	—	`conf`	Post-mining on Association Rule Bases. ECAI Workshops (2) Dietmar Seipel, Marcel Waleska, Daniel Weidner, Sven Rausch, Martin Atzmueller
2023	—	`conf`	Preprocessing Ground-Based Hyperspectral Image Data for Improving CNN-based Classification. LWDA Andreas Schliebitz, Heiko Tapken, Martin Atzmueller
2023	C	`conf`	Robotic Peg-in-Hole Insertion with Tight Clearances: A Force-based Deep Q-Learning Approach. ICMLA Timo Markert, Elias Hoerner, Sebastian Matich, Andreas Theissler, Martin Atzmueller
2023	—	`conf`	Spatial Change Detection Using Automotive Radar. ITSC Harihara Bharathy Swaminathan, Aron Sommer, Andreas Becker, Martin Atzmueller
2023	—	`conf`	Subgroup Discovery with SD4Py. ECAI Workshops (1) Dan Hudson, Martin Atzmueller
2022	B	`conf`	Assessing the Influence of Time on Features for the Prediction of User Dropout. ICTAI Parisa Shayan, Martin Atzmueller, Menno van Zaanen
2022	A	`conf`	Comparing Human Haptic Perception and Robotic Force/Torque Sensing in a Simulated Surgical Palpation Task. IROS Timo Markert, Sebastian Matich, Elias Hoerner, Jonas Pfannes, Andreas Theissler, Martin Atzmueller
2022	—	`conf`	Explainability in Cyber Security using Complex Network Analysis: A Brief Methodological Overview. EICC Martin Atzmueller, Rushed Kanawati
2022	—	`conf`	Multi-Perspective Anomaly Detection on Bipartite Multi-Layer Social Interaction Networks. KI (Workshops) Asep Maulana, Martin Atzmueller
2022	—	`conf`	Multivariate Time Series Regression on Seismic Data Using Adaptive Residual CNNs. LWDA Jurgen O. D. van den Hoogen, Stefan Bloemheuvel, Martin Atzmueller
2022	J	`jnl`	Multivariate Time Series Regression with Graph Neural Networks. CoRR Stefan Bloemheuvel, Jurgen van den Hoogen, Dario Jozinovic, Alberto Michelini, Martin Atzmueller
2022	J	`jnl`	Performance Evaluation of GNSS Position Augmentation Methods for Autonomous Vehicles in Urban Environments. Sensors Harihara Bharathy Swaminathan, Aron Sommer, Andreas Becker, Martin Atzmueller
2022	B	`conf`	Predicting User Dropout from Their Online Learning Behavior. DS Parisa Shayan, Menno van Zaanen, Martin Atzmueller
2022	—	`ed.`	Proceedings of 4th International Workshop on eXplainable and Responsible AI and Law co-located with 18th International Conference on Artificial Intelligence and Law (ICAIL 2021), Virtual Event, Sao Paolo, Brazil, June 21, 2021. XAILA@ICAIL Michal Araszkiewicz, Martin Atzmueller, Grzegorz J. Nalepa, Bart Verheij, Szymon Bobek
2022	C	`conf`	Towards Tabular Data Extraction From Richly-Structured Documents Using Supervised and Weakly-Supervised Learning. ETFA Arnab Ghosh Chowdhury, Martin ben Ahmed, Martin Atzmueller
2022	—	`conf`	Towards Visual Explanations for Document Table Detection using Coarse Localization Maps. LWDA Arnab Ghosh Chowdhury, Martin Atzmueller
2022	C	`conf`	Visual Detection of Tiny and Transparent Objects for Autonomous Robotic Pick-and-Place Operations. ETFA Timo Markert, Sebastian Matich, Daniel Neykov, Markus Muenig, Andreas Theissler, Martin Atzmueller
2022	—	`conf`	Visualization Methods for Exploratory Subgroup Discovery on Time Series Data. IWINAC (1) Dan Hudson, Travis J. Wiltshire, Martin Atzmueller
2021	J	`jnl`	A Computational Framework for Modeling Complex Sensor Network Data Using Graph Signal Processing and Graph Neural Networks in Structural Health Monitoring. CoRR Stefan Bloemheuvel, Jurgen van den Hoogen, Martin Atzmueller
2021	J	`jnl`	A computational framework for modeling complex sensor network data using graph signal processing and graph neural networks in structural health monitoring. Appl. Netw. Sci. Stefan Bloemheuvel, Jurgen van den Hoogen, Martin Atzmueller
2021	—	`conf`	Abstracting Local Transformer Attention for Enhancing Interpretability on Time Series Data. LWDA Leonid Schwenke, Martin Atzmueller
2021	J	`jnl`	Applying ASP for Knowledge-Based Link Prediction With Explanation Generation in Feature-Rich Networks. IEEE Trans. Netw. Sci. Eng. Çiçek Güven, Dietmar Seipel, Martin Atzmueller
2021	B	`conf`	Constructing Global Coherence Representations: Identifying Interpretability and Coherences of Transformer Attention in Time Series Data. DSAA Leonid Schwenke, Martin Atzmueller
2021	—	`conf`	Examining Team Interaction using Dynamic Complexity and Network Visualizations. ICHMS Travis J. Wiltshire, Dan Hudson, Max Belitsky, Philia Lijdsman, Stijn Wever, Martin Atzmueller
2021	C	`conf`	Fingertip 6-Axis Force/Torque Sensing for Texture Recognition in Robotic Manipulation. ETFA Timo Markert, Sebastian Matich, Elias Hoerner, Andreas Theissler, Martin Atzmueller
2021	—	`conf`	Human Interaction and Networking Transitions System (HINTS) for Social User Analytics and Modeling of Offline Team Group Interaction Information. UMAP (Adjunct Publication) Ngoc N. T. Doan, Dan Hudson, Travis J. Wiltshire, Philia Lijdsman, Stijn Wever, Martin Atzmueller
2021	C	`conf`	Interpretable Machine Learning: A brief survey from the predictive maintenance perspective. ETFA Simon Vollert, Martin Atzmueller, Andreas Theissler
2021	J	`jnl`	Local Exceptionality Detection in Time Series Using Subgroup Discovery. CoRR Dan Hudson, Travis J. Wiltshire, Martin Atzmueller
2021	B	`conf`	Local Exceptionality Detection in Time Series Using Subgroup Discovery: An Approach Exemplified on Team Interaction Data. DS Dan Hudson, Travis J. Wiltshire, Martin Atzmueller
2021	J	`jnl`	Mining communities and their descriptions on attributed graphs: a survey. Data Min. Knowl. Discov. Martin Atzmueller, Stephan Günnemann, Albrecht Zimmermann
2021	—	`ed.`	Proceedings of the 3rd EXplainable AI in Law Workshop (XAILA 2020) co-located with 33rd International Conference on Legal Knowledge and Information Systems (JURIX 2020), Prague, Czech Republic, December 9th, 2020. XAILA@JURIX Grzegorz J. Nalepa, Michal Araszkiewicz, Martin Atzmueller, Bart Verheij, Szymon Bobek
2021	J	`jnl`	Semantic Data Mining in Ubiquitous Sensing: A Survey. Sensors Grzegorz J. Nalepa, Szymon Bobek, Krzysztof Kutt, Martin Atzmueller
2021	Misc	`conf`	Show Me What You're Looking For Visualizing Abstracted Transformer Attention for Enhancing Their Local Interpretability on Time Series Data. FLAIRS Leonid Schwenke, Martin Atzmueller
2020	—	`conf`	A Conceptual View on the Design and Properties of Explainable AI Systems for Legal Settings. AICOL Martijn van Otterlo, Martin Atzmueller
2020	—	`conf`	An Improved Wide-Kernel CNN for Classifying Multivariate Signals in Fault Diagnosis. ICDM (Workshops) Jurgen O. D. van den Hoogen, Stefan Bloemheuvel, Martin Atzmueller
2020	C	`conf`	Centrality-Based Anomaly Detection on Multi-Layer Networks Using Many-Objective Optimization. CoDIT Asep Maulana, Martin Atzmueller
2020	—	`conf`	Graph Signal Processing on Complex Networks for Structural Health Monitoring. COMPLEX NETWORKS (1) Stefan Bloemheuvel, Jurgen van den Hoogen, Martin Atzmueller
2020	—	`ed.`	Proceedings of the 2nd EXplainable AI in Law Workshop (XAILA 2019) co-located with 32nd International Conference on Legal Knowledge and Information Systems (JURIX 2019), Madrid, Spain, December 11, 2019. XAILA@JURIX Grzegorz J. Nalepa, Martin Atzmueller, Michal Araszkiewicz, Paulo Novais
2020	—	`conf`	Sequential Exceptional Pattern Discovery Using Pattern-Growth: An Extensible Framework for Interpretable Machine Learning on Sequential Data. XI-ML@KI Dennis Mollenhauer, Martin Atzmueller
2020	J	`jnl`	Social Analytics of Team Interaction using Dynamic Complexity Heat Maps and Network Visualizations. CoRR Travis J. Wiltshire, Dan Hudson, Philia Lijdsman, Stijn Wever, Martin Atzmueller
2020	B	`conf`	Why Should I Trust This Item? Explaining the Recommendations of any Model. DSAA Corentin Lonjarret, Céline Robardet, Marc Plantevit, Roch Auburtin, Martin Atzmueller
2019	—	`conf`	A Computational Framework for Interpretable Anomaly Detection and Classification of Multivariate Time Series with Application to Human Gait Data Analysis. KR4HC/ProHealth/TEAAM@AIME Erica Ramirez, Markus Wimmer, Martin Atzmueller
2019	B	`conf`	A Framework for Human-Centered Exploration of Complex Event Log Graphs. DS Martin Atzmueller, Stefan Bloemheuvel, Benjamin Klöpper
2019	J	`jnl`	Applying Answer Set Programming for Knowledge-Based Link Prediction on Social Interaction Networks. Frontiers Big Data Çiçek Güven, Martin Atzmueller
2019	—	`ed.`	Artificial Intelligence - 30th Benelux Conference, BNAIC 2018, 's-Hertogenbosch, The Netherlands, November 8-9, 2018, Revised Selected Papers BNAIC Martin Atzmueller, Wouter Duivesteijn
2019	—	`conf`	Behavioral Analysis on Socio-Spatial Interaction Networks concerning User Preferences, Interactions and their Perception. ABIS@HT Martin Atzmueller, Çiçek Güven, Spyroula Masiala, Rick Mackenbach, Parisa Shayan, Werner Liebregts
2019	—	`ed.`	Behavioral Analytics in Social and Ubiquitous Environments - 6th International Workshop on Mining Ubiquitous and Social Environments, MUSE 2015, Porto, Portugal, September 7, 2015; 6th International Workshop on Modeling Social Media, MSM 2015, Florence, Italy, May 19, 2015; 7th International Workshop on Modeling Social Media, MSM 2016, Montreal, QC, Canada, April 12, 2016; Revised Selected Papers MSM@WWW,MUSE@PKDD/ECML Martin Atzmueller, Alvin Chin, Florian Lemmerich, Christoph Trattner
2019	—	`conf`	Descriptive Network Modeling and Analysis for Investigating User Acceptance in a Learning Management System Context. ABIS@HT Parisa Shayan, Roberto Rondinelli, Menno van Zaanen, Martin Atzmueller
2019	J	`jnl`	Feature-Set-Engineering for Detecting Freezing of Gait in Parkinson's Disease using Deep Recurrent Neural Networks. CoRR Spyroula Masiala, Willem Huijbers, Martin Atzmueller
2019	J	`jnl`	Feature-rich networks: going beyond complex network topologies. Appl. Netw. Sci. Roberto Interdonato, Martin Atzmueller, Sabrina Gaito, Rushed Kanawati, Christine Largeron, Alessandra Sala
2019	J	`jnl`	Finding Maximal Non-Redundant Association Rules in Tennis Data. CoRR Daniel Weidner, Martin Atzmueller, Dietmar Seipel
2019	—	`conf`	Finding Maximal Non-redundant Association Rules in Tennis Data. DECLARE Daniel Weidner, Martin Atzmueller, Dietmar Seipel
2019	J	`jnl`	MinerLSD: efficient mining of local patterns on attributed networks. Appl. Netw. Sci. Martin Atzmueller, Henry Soldano, Guillaume Santini, Dominique Bouthinon
2019	—	`conf`	Mining Exceptional Social Behaviour. EPIA (2) Carolina Centeio Jorge, Martin Atzmueller, Behzad Momahed Heravi, Jenny L. Gibson, Cláudio Rebelo de Sá, Rosaldo J. F. Rossetti
2019	—	`conf`	Modeling and Mining Feature-Rich Networks. WWW (Companion Volume) Rushed Kanawati, Martin Atzmueller
2019	—	`conf`	Onto Model-based Anomalous Link Pattern Mining on Feature-Rich Social Interaction Networks. WWW (Companion Volume) Martin Atzmueller
2019	J	`jnl`	Predicting trading interactions in an online marketplace through location-based and online social networks. Inf. Retr. J. Lukas Eberhard, Christoph Trattner, Martin Atzmueller
2019	—	`ed.`	Proceedings of the EXplainable AI in Law Workshop co-located with the 31st International Conference on Legal Knowledge and Information Systems, XAILA@JURIX 2018, Groningen, The Netherlands, December 12, 2018. XAILA@JURIX Grzegorz J. Nalepa, Martin Atzmueller, Michal Araszkiewicz, Paulo Novais
2019	J	`jnl`	Social studies of scholarly life with sensor-based ethnographic observations. Scientometrics Mark Kibanov, Raphael Heiko Heiberger, Simone Rödder, Martin Atzmueller, Gerd Stumme
2019	J	`jnl`	Towards Generating Explanations for ASP-Based Link Analysis using Declarative Program Transformations. CoRR Martin Atzmueller, Çiçek Güven, Dietmar Seipel
2019	—	`conf`	Towards Multimodal Characterization of Dialogic Moments on Social Group Face-to-Face Interaction. AfCAI Ngoc N. T. Doan, Andrius Penkauskas, Ecaterina Grigoriev, Lisa E. Rombout, Paris Mavromoustakos Blom, Maryam Alimardani, Martin Atzmueller
2019	—	`conf`	Towards Socio-Technical Design of Explicative Systems: Transparent, Interpretable and Explainable Analytics and Its Perspectives in Social Interaction Contexts information. AfCAI Martin Atzmueller
2018	J	`jnl`	Adaptive kNN using Expected Accuracy for Classification of Geo-Spatial Data. CoRR Mark Kibanov, Martin Becker, Juergen Mueller, Martin Atzmueller, Andreas Hotho, Gerd Stumme
2018	Misc	`conf`	Adaptive kNN using expected accuracy for classification of geo-spatial data. SAC Mark Kibanov, Martin Becker, Juergen Mueller, Martin Atzmueller, Andreas Hotho, Gerd Stumme
2018	—	`ch.`	Community Detection and Analysis on Attributed Social Networks. Encyclopedia of Social Network Analysis and Mining. 2nd Ed. Martin Atzmueller
2018	B	`conf`	Compositional Subgroup Discovery on Attributed Social Interaction Networks. DS Martin Atzmueller
2018	—	`conf`	Homophily at Academic Conferences. WWW (Companion Volume) Martin Atzmueller, Florian Lemmerich
2018	C	`conf`	Identifying Exceptional Descriptions of People Using Topic Modeling and Subgroup Discovery. ISMIS Andrew T. Hendrickson, Jason Wang, Martin Atzmueller
2018	—	`conf`	International Workshop on Mining Attributed Networks (MATNET 2018) Chairs' Welcome. WWW (Companion Volume) Martin Atzmueller, Sabrina Gaito, Roberto Interdonato, Rushed Kanawati, Christine Largeron, Matteo Magnani, Alessandra Sala
2018	—	`conf`	International Workshop on Modeling Social Media (MSM 2018) Chairs' Welcome & Organization. WWW (Companion Volume) Martin Atzmueller, Alvin Chin, Christoph Trattner
2018	C	`conf`	Knowledge-Based Mining of Exceptional Patterns in Logistics Data: Approaches and Experiences in an Industry 4.0 Context. ISMIS Eric Sternberg, Martin Atzmueller
2018	—	`conf`	MinerLSD: Efficient Local Pattern Mining on Attributed Graphs. ICDM Workshops Martin Atzmueller, Henry Soldano, Guillaume Santini, Dominique Bouthinon
2018	—	`conf`	Mining Attributed Interaction Networks on Industrial Event Logs. IDEAL (2) Martin Atzmueller, Benjamin Klöpper
2018	—	`conf`	On Requirements and Design Criteria for Explainability in Legal AI. XAILA@JURIX Martijn van Otterlo, Martin Atzmueller
2018	—	`conf`	Towards Estimating Happiness using Social Sensing: Perspectives on Organizational Social Network Analysis. AfCAI Martin Atzmueller, Daan Kolkman, Werner Liebregts, Arjan Haring
2017	—	`conf`	A Scalable Framework for Data-Driven Ontology Evaluation. WM Daniel Knoell, Martin Atzmueller, Constantin Rieder, Klaus-Peter Scherer
2017	—	`ch.`	Applications for Environmental Sensing in EveryAware. Participatory Sensing, Opinions and Collective Awareness Martin Atzmueller, Martin Becker, Andrea Molino, Juergen Mueller, Jan Peters, Alina Sîrbu
2017	—	`ch.`	Collective Sensing Platforms. Participatory Sensing, Opinions and Collective Awareness Martin Atzmueller, Martin Becker, Juergen Mueller
2017	—	`conf`	Declarative Aspects in Explicative Data Mining for Computational Sensemaking. DECLARE Martin Atzmueller
2017	—	`ch.`	Descriptive Community Detection. Formal Concept Analysis of Social Networks Martin Atzmueller
2017	—	`ch.`	Erratum to: Observing Human Activity Through Sensing. Participatory Sensing, Opinions and Collective Awareness Sidharta Gautama, Martin Atzmueller, Vassilis Kostakos, Dominique Gillis, Simo Hosio
2017	C	`conf`	Explanation-aware feature selection using symbolic time series abstraction: Approaches and experiences in a petro-chemical production context. INDIN Martin Atzmueller, Naveed Hayat, Andreas Schmidt, Benjamin Klöpper
2017	B	`conf`	Mixed-Initiative Feature Engineering Using Knowledge Graphs. K-CAP Martin Atzmueller, Eric Sternberg
2017	—	`ch.`	Observing Human Activity Through Sensing. Participatory Sensing, Opinions and Collective Awareness Sidharta Gautama, Martin Atzmueller, Vassilis Kostakos, Dominique Gillis, Simo Hosio
2016	—	`conf`	Analyzing group interaction and dynamics on socio-behavioral networks of face-to-face proximity. UbiComp Adjunct Martin Atzmueller, Lisa Thiele, Gerd Stumme, Simone Kauffeld
2016	—	`conf`	BISHOP - Big Data Driven Self-Learning Support for High-performance Ontology Population. LWDA Daniel Knöll, Martin Atzmueller, Constantin Rieder, Klaus-Peter Scherer
2016	—	`ed.`	Big Data Analytics in the Social and Ubiquitous Context - 5th International Workshop on Modeling Social Media, MSM 2014, 5th International Workshop on Mining Ubiquitous and Social Environments, MUSE 2014, and First International Workshop on Machine Learning for Urban Sensor Data, SenseML 2014, Revised Selected Papers MSM/MUSE/SenseML Martin Atzmueller, Alvin Chin, Frederik Janssen, Immanuel Schweizer, Christoph Trattner
2016	—	`conf`	Community detection: from plain to attributed complex networks. WebSci Martin Atzmueller
2016	—	`conf`	DASHTrails: An Approach for Modeling and Analysis of Distribution-Adapted Sequential Hypotheses and Trails. WWW (Companion Volume) Martin Atzmueller, Andreas Schmidt, Mark Kibanov
2016	C	`conf`	Defining software architectures for big data enabled operator support systems. INDIN Benjamin Klöpper, Marcel Dix, Lukas Schorer, Ann Ampofo, Martin Atzmueller, David Arnu, Ralf Klinkenberg
2016	J	`jnl`	Description-oriented community detection using exhaustive subgroup discovery. Inf. Sci. Martin Atzmueller, Stephan Doerfel, Folke Mitzlaff
2016	B	`conf`	Detecting community patterns capturing exceptional link trails. ASONAM Martin Atzmueller
2016	J	`jnl`	Fast exhaustive subgroup discovery with numerical target concepts. Data Min. Knowl. Discov. Florian Lemmerich, Martin Atzmueller, Frank Puppe
2016	—	`conf`	HypGraphs: An Approach for Analysis and Assessment of Graph-Based and Sequential Hypotheses. NFMCP@PKDD/ECML Martin Atzmueller, Andreas Schmidt, Benjamin Klöpper, David Arnu
2016	—	`conf`	Local Exceptionality Detection on Social Interaction Networks. ECML/PKDD (3) Martin Atzmueller
2016	—	`conf`	Multimodal Behavioral Mobility Pattern Mining and Analysis Using Topic Modeling on GPS Data. MSM@WWW,MUSE@PKDD/ECML Sebastiaan Merino, Martin Atzmueller
2016	—	`conf`	Sensing, processing and analytics: augmenting the Ubicon platform for anticipatory ubiquitous computing. UbiComp Adjunct Martin Atzmueller, Björn Fries, Naveed Hayat
2016	—	`conf`	Sequential Modeling and Structural Anomaly Analytics in Industrial Production Environments. LWDA Martin Atzmueller, Andreas Schmidt, David Arnu
2016	B	`conf`	Social event network analysis: Structure, preferences, and reality. ASONAM Martin Atzmueller, Tom Hanika, Gerd Stumme, Richard Schaller, Bernd Ludwig
2016	—	`conf`	Stratification-Oriented Analysis of Community Structure in Networks of Face-to-Face Proximity. MSM@WWW,MUSE@PKDD/ECML Stefan Bloemheuvel, Martin Atzmueller, Marie Postma
2015	—	`conf`	Adaptive Class Association Rule Mining for Human Activity Recognition. MUSE@PKDD/ECML Martin Atzmueller, Mark Kibanov, Naveed Hayat, Matthias Trojahn, Dennis Kroll
2015	B	`conf`	Is Web Content a Good Proxy for Real-Life Interaction?: A Case Study Considering Online and Offline Interactions of Computer Scientists. ASONAM Mark Kibanov, Martin Atzmueller, Jens Illig, Christoph Scholz, Alain Barrat, Ciro Cattuto, Gerd Stumme
2015	—	`ed.`	Mining, Modeling, and Recommending 'Things' in Social Media - 4th International Workshops, MUSE 2013, Prague, Czech Republic, September 23, 2013, and MSM 2013, Paris, France, May 1, 2013, Revised Selected Papers MSM/MUSE Martin Atzmueller, Alvin Chin, Christoph Scholz, Christoph Trattner
2015	—	`ed.`	Proceedings of the 6th International Workshop on Mining Ubiquitous and Social Environments (MUSE 2015) co-located with the 26th European Conference on Machine Learning / 19th European Conference on Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2015), Porto, Portugal, September 7, 2015. MUSE@PKDD/ECML Martin Atzmueller, Florian Lemmerich
2015	—	`conf`	Subgroup Discovery as a Method for Generating Test Ontologies. LWA Daniel Knoell, Constantin Rieder, Martin Atzmueller, Klaus-Peter Scherer
2015	—	`conf`	Subgroup and Community Analytics on Attributed Graphs. SNAFCA@ICFCA Martin Atzmueller
2015	J	`jnl`	Subgroup discovery. WIREs Data Mining Knowl. Discov. Martin Atzmueller
2014	—	`conf`	Analyzing and Grounding Social Interaction in Online and Offline Networks. ECML/PKDD (3) Martin Atzmueller
2014	—	`ch.`	Connect-U: A System for Enhancing Social Networking. Socio-technical Design of Ubiquitous Computing Systems Martin Atzmueller, Kay Behrenbruch, Axel Hoffmann, Mark Kibanov, Bjoern Elmar Macek, Christoph Scholz, Hendrik Skistims, Matthias Söllner, Gerd Stumme
2014	J	`jnl`	Data Mining on Social Interaction Networks. J. Data Min. Digit. Humanit. Martin Atzmueller
2014	—	`conf`	Formation and Temporal Evolution of Social Groups During Coffee Breaks. MSM/MUSE/SenseML Martin Atzmueller, Andreas Ernst, Friedrich Krebs, Christoph Scholz, Gerd Stumme
2014	J	`jnl`	Link Prediction and the Role of Stronger Ties in Networks of Face-to-Face Proximity. CoRR Christoph Scholz, Martin Atzmueller, Gerd Stumme
2014	—	`ch.`	Mining Social Links for Ubiquitous Knowledge Engineering. Socio-technical Design of Ubiquitous Computing Systems Christoph Scholz, Bjoern Elmar Macek, Martin Atzmueller, Stephan Doerfel, Gerd Stumme
2014	J	`jnl`	On the Predictability of Talk Attendance at Academic Conferences. CoRR Christoph Scholz, Jens Illig, Martin Atzmueller, Gerd Stumme
2014	—	`conf`	On the evolution of social groups during coffee breaks. WWW (Companion Volume) Martin Atzmueller, Andreas Ernst, Friedrich Krebs, Christoph Scholz, Gerd Stumme
2014	—	`conf`	On the predictability of recurring links in networks of face-to-face proximity. WWW (Companion Volume) Christoph Scholz, Martin Atzmueller, Gerd Stumme
2014	—	`conf`	On the predictability of talk attendance at academic conferences. HT Christoph Scholz, Jens Illig, Martin Atzmueller, Gerd Stumme
2014	J	`jnl`	Predictability of evolving contacts and triadic closure in human face-to-face proximity networks. Soc. Netw. Anal. Min. Christoph Scholz, Martin Atzmueller, Mark Kibanov, Gerd Stumme
2014	—	`ed.`	Proceedings of the 2014 International Conference on Social Computing, Beijing, China, August 04 - 07, 2014 SocialCom Su Yang, Kristina Lerman, James She, Martin Atzmueller
2014	J	`jnl`	Temporal evolution of contacts and communities in networks of face-to-face human interactions. Sci. China Inf. Sci. Mark Kibanov, Martin Atzmueller, Christoph Scholz, Gerd Stumme
2014	J	`jnl`	Ubicon and its applications for ubiquitous social computing. New Rev. Hypermedia Multim. Martin Atzmueller, Martin Becker, Mark Kibanov, Christoph Scholz, Stephan Doerfel, Andreas Hotho, Bjoern Elmar Macek, Folke Mitzlaff, Juergen Mueller, Gerd Stumme
2014	C	`conf`	Unsupervised and Hybrid Approaches for On-line RFID Localization with Mixed Context Knowledge. ISMIS Christoph Scholz, Martin Atzmueller, Gerd Stumme
2013	J	`jnl`	Data Mining on Social Interaction Networks. CoRR Martin Atzmueller
2013	—	`conf`	Evolution of Contacts and Communities in Networks of Face-to-Face Proximity. LWA Mark Kibanov, Martin Atzmueller, Christoph Scholz, Gerd Stumme
2013	—	`conf`	Exploratory Subgroup Analytics on Ubiquitous Data. MSM/MUSE Martin Atzmueller, Juergen Mueller, Martin Becker
2013	J	`jnl`	Exploratory pattern mining on social media using geo-references and social tagging information. Int. J. Web Sci. Martin Atzmueller, Florian Lemmerich
2013	B	`conf`	How do people link?: analysis of contact structures in human face-to-face proximity networks. ASONAM Christoph Scholz, Martin Atzmueller, Mark Kibanov, Gerd Stumme
2013	C	`conf`	How to Select a Suitable Tool for a Software Development Project: Three Case Studies and the Lessons Learned. Software Engineering (Workshops) Mark Kibanov, Dominik J. Erdmann, Martin Atzmueller
2013	A	`conf`	New Insights and Methods For Predicting Face-To-Face Contacts. ICWSM Christoph Scholz, Martin Atzmueller, Alain Barrat, Ciro Cattuto, Gerd Stumme
2013	—	`conf`	On the Evolution of Contacts and Communities in Networks of Face-to-Face Proximity. GreenCom/iThings/CPScom Mark Kibanov, Martin Atzmueller, Christoph Scholz, Gerd Stumme
2013	—	`conf`	On the Semantics of User Interaction in Social Media. LWA Folke Mitzlaff, Martin Atzmueller, Gerd Stumme, Andreas Hotho
2013	—	`ed.`	Proceedings of the 4th International Workshop on Modeling Social Media, MSM '13, Paris, France, May 1, 2013 MSM Martin Atzmueller, Alvin Chin, Christoph Trattner
2013	—	`conf`	Semantics of User Interaction in Social Media. CompleNet Folke Mitzlaff, Martin Atzmueller, Gerd Stumme, Andreas Hotho
2013	—	`conf`	Towards capturing social interactions with SDCF: an extensible framework for mobile sensing and ubiquitous data collection. MSM Martin Atzmueller, Katy Hilgenberg
2013	—	`ed.`	Ubiquitous Social Media Analysis - Third International Workshops, MUSE 2012, Bristol, UK, September 24, 2012, and MSM 2012, Milwaukee, WI, USA, June 25, 2012, Revised Selected Papers MSM/MUSE Martin Atzmueller, Alvin Chin, Denis Helic, Andreas Hotho
2013	J	`jnl`	User-Relatedness and Community Structure in Social Interaction Networks. CoRR Folke Mitzlaff, Martin Atzmueller, Dominik Benz, Andreas Hotho, Gerd Stumme
2013	B	`conf`	Visualizing the impact of time series data for predicting user interactions. ASONAM Bjoern Elmar Macek, Martin Atzmueller
2012	—	`conf`	Anatomy of a conference. HT Bjoern Elmar Macek, Christoph Scholz, Martin Atzmueller, Gerd Stumme
2012	—	`ch.`	Data Mining, Validation, and Collaborative Knowledge Capture. Collaboration and the Semantic Web Martin Atzmueller, Stephanie Beer, Frank Puppe
2012	—	`conf`	Generic Pattern Trees for Exhaustive Exceptional Model Mining. ECML/PKDD (2) Florian Lemmerich, Martin Becker, Martin Atzmueller
2012	J	`jnl`	Hypertext 2012: linking people, data, resources and stories. SIGWEB Newsl. Martin Atzmueller
2012	—	`conf`	Mining Complex Event Patterns in Computer Networks. NFMCP Dietmar Seipel, Philipp Neubeck, Stefan Köhler, Martin Atzmueller
2012	J	`jnl`	Mining Social Media. Inform. Spektrum Martin Atzmueller
2012	J	`jnl`	Mining social media: key players, sentiments, and communities. WIREs Data Mining Knowl. Discov. Martin Atzmueller
2012	—	`ed.`	Modeling and Mining Ubiquitous Social Media - International Workshops MSM 2011, Boston, MA, USA, October 9, 2011, and MUSE 2011, Athens, Greece, September 5, 2011, Revised Selected Papers MSM/MUSE Martin Atzmueller, Alvin Chin, Denis Helic, Andreas Hotho
2012	—	`conf`	On the Predictability of Human Contacts: Influence Factors and the Strength of Stronger Ties. SocialCom/PASSAT Christoph Scholz, Martin Atzmueller, Gerd Stumme
2012	—	`conf`	Onto collective intelligence in social media: exemplary applications and perspectives. MSM Martin Atzmueller
2012	—	`ed.`	Proceedings of the 3rd international workshop on Modeling social media, MSM 2012, Milwaukee, WI, USA, June 25, 2012 MSM Alvin Chin, Martin Atzmueller, Denis Helic
2012	—	`conf`	Ubicon: Observing Physical and Social Activities. GreenCom Martin Atzmueller, Martin Becker, Stephan Doerfel, Andreas Hotho, Mark Kibanov, Bjoern Elmar Macek, Folke Mitzlaff, Juergen Mueller, Christoph Scholz, Gerd Stumme
2012	—	`conf`	VIKAMINE - Open-Source Subgroup Discovery, Pattern Mining, and Analytics. ECML/PKDD (2) Martin Atzmueller, Florian Lemmerich
2011	—	`conf`	Analysis of communities in social media. SMUC Martin Atzmueller
2011	—	`conf`	Describing Locations Using Tags and Images: Explorative Pattern Mining in Social Media. MSM/MUSE Florian Lemmerich, Martin Atzmueller
2011	Misc	`conf`	Efficient Descriptive Community Mining. FLAIRS Martin Atzmueller, Folke Mitzlaff
2011	—	`conf`	Face-to-Face Contacts at a Conference: Dynamics of Communities and Roles. MSM/MUSE Martin Atzmueller, Stephan Doerfel, Andreas Hotho, Folke Mitzlaff, Gerd Stumme
2011	—	`conf`	Face-to-Face Contacts during LWA 2010 Communities, Roles, and Key Players. LWA Martin Atzmueller, Stephan Doerfel, Folke Mitzlaff, Gerd Stumme
2011	—	`conf`	Modeling Location-Based Profiles of Social Image Media Using Explorative Pattern Mining. SocialCom/PASSAT Florian Lemmerich, Martin Atzmueller
2011	—	`conf`	Profile Mining in CVS-Logs and Face-to-Face Contacts for Recommending Software Developers. SocialCom/PASSAT Bjoern Elmar Macek, Martin Atzmueller, Gerd Stumme
2011	—	`conf`	Resource-Aware On-line RFID Localization Using Proximity Data. ECML/PKDD (3) Christoph Scholz, Stephan Doerfel, Martin Atzmueller, Andreas Hotho, Gerd Stumme
2011	—	`conf`	Towards Mining Semantic Maturity in Social Bookmarking Systems. SDoW@ISWC Martin Atzmueller, Dominik Benz, Andreas Hotho, Gerd Stumme
2011	—	`conf`	VIKAMINE - A Rich-Client Environment for Intelligent Pattern Mining and Subgroup Discovery. LWA Martin Atzmueller, Florian Lemmerich
2010	—	`conf`	Community Assessment Using Evidence Networks. MSM/MUSE Folke Mitzlaff, Martin Atzmueller, Dominik Benz, Andreas Hotho, Gerd Stumme
2010	—	`ed.`	LWA 2010 - Lernen, Wissen & Adaptivität, Workshop Proceedings, Kassel, 4.-6. Oktober 2010 LWA Martin Atzmueller, Dominik Benz, Andreas Hotho, Gerd Stumme
2010	—	`conf`	The Mining and Analysis Continuum of Explaining Uncovered. SGAI Conf. Martin Atzmueller, Thomas Roth-Berghofer
2010	—	`conf`	Towards Explanation-Aware Social Software: Applying the Mining and Analysis Continuum of Explaining. ExaCt Martin Atzmueller, Thomas Roth-Berghofer
2009	—	`conf`	A Framework for Semi-Automatic Development of Rule-based Information Extraction Applications. LWA Peter Kluegl, Martin Atzmueller, Tobias Hermann, Frank Puppe
2009	—	`ch.`	A Knowledge-Intensive Approach for Semi-automatic Causal Subgroup Discovery. Knowledge Discovery Enhanced with Semantic and Social Information Martin Atzmueller, Frank Puppe
2009	Misc	`conf`	A Textual Subgroup Mining Approach for Rapid ARD+ Model Capture. FLAIRS Martin Atzmueller, Grzegorz J. Nalepa
2009	—	`conf`	Fast and Effective Subgroup Mining for Continuous Target Variables. LWA Martin Atzmueller, Florian Lemmerich, Frank Puppe
2009	—	`conf`	Meta-Level Information Extraction. LWA Peter Kluegl, Martin Atzmueller, Frank Puppe
2009	Misc	`conf`	Meta-level Information Extraction. KI Peter Klügl, Martin Atzmueller, Frank Puppe