| 2026 | IWINAC | Perspectives on Making Sense of Complex Data: Towards Integrative Human-Aware Evaluation. | Martin Atzmueller, David Massans, Xiao Wei |
| 2026 | MDM | Brix Index and Anthocyanin Prediction in Grapes Using Multispectral Imaging with MobileViT: An Application Case From Edge to Cloud and MLOps. | Arnab Ghosh Chowdhury, Sascha Niemann, Amos Smith, Martin Atzmueller |
| 2025 | DSAA | Evaluating Interpretability Using Logical Relations: Do Saliency Maps Encode Relevant Information? | Leonid Schwenke, Martin Atzmueller |
| 2025 | DSAA | A Global Dataset-Specific Any-Order Minimal Expectation Baseline for Saliency Scores. | Leonid Schwenke, Martin Atzmueller |
| 2025 | ICMLA | Integrating Prior Observations for Incremental 3D Scene Graph Prediction. | Marian Renz, Felix Igelbrink, Martin Atzmueller |
| 2025 | IROS | Differential Six-Axis Force and Torque Measurement in a Prototype Robotic Surgical Instrument. | Daniel Neykov, Timo Markert, Niklas Hellinger, Andreas Theissler, Martin Atzmueller, Sebastian Matich |
| 2025 | ICTAI | Enhancing Convolutional Block Attention with Self-Attention on Agricultural Image Classification. | Arnab Ghosh Chowdhury, Amos Smith, Martin Atzmueller |
| 2025 | ICTAI | From Laboratory State into Production: Automating Hyperspectral Image Classification through MLOps. | Lena Herrmann, Alina Griesel, Carmen Mossner, Jan-Philipp Schwarze, Martin Atzmueller |
| 2025 | ICTAI | ProtoMask: Segmentation-Guided Prototype Learning. | Steffen Meinert, Philipp Schlinge, Nils Strodthoff, Martin Atzmueller |
| 2025 | ICTAI | An Empirical Study on Improving SimCLR's Nonlinear Projection Head Using Pretrained Autoencoder Embeddings. | Andreas Schliebitz, Heiko Tapken, Martin Atzmueller |
| 2025 | IWANN | Evaluating Higher-Level and Symbolic Features in Deep Learning on Time Series: Towards Simpler Explainability. | Leonid Schwenke, Till Stckemann, Martin Atzmueller |
| 2024 | ICDE | Data-Hungry Fault Detection Algorithms Can Try Transfer Learning for Starters. | Jurgen van den Hoogen, Dan Hudson, Martin Atzmueller |
| 2024 | ICMLA | An Efficient Model-Agnostic Approach for Uncertainty Estimation in Data-Restricted Pedometric Applications. | Viacheslav Barkov, Jonas Schmidinger, Robin Gebbers, Martin Atzmueller |
| 2024 | ICMLA | Graph Signal Processing Unearths the Best Locations for Soil Moisture Sensors. | Jurgen van den Hoogen, Dan Hudson, Martin Atzmueller |
| 2024 | IGARSS | Mapping Trees Outside Forests Using Semantic Segmentation. | Moritz Lucas, Viacheslav Barkov, Ralf Pecenka, Martin Atzmueller, Bjrn Waske |
| 2024 | IWINAC | A Framework for Explanation-Aware Visualization and Adjudication in Object Detection: First Results and Perspectives. | Arnab Ghosh Chowdhury, David Massans, Steffen Meinert, Martin Atzmueller |
| 2024 | RO-MAN | Force-based Haptic Input Device and Online Motion Generator: Investigating Learning Curves in Robotic Telemanipulation. | Timo Markert, Sebastian Matich, Daniel Neykov, Jonas Pfannes, Andreas Theissler, Martin Atzmueller |
| 2023 | DSAA | Hyperparameter Analysis of Wide-Kernel CNN Architectures in Industrial Fault Detection - An Exploratory Study. | Jurgen van den Hoogen, Dan Hudson, Stefan Bloemheuvel, Martin Atzmueller |
| 2023 | DSAA | Enhanced Explanations for Knowledge-Augmented Clustering using Subgroup Discovery. | Maciej Szelazek, Dan Hudson, Szymon Bobek, Grzegorz J. Nalepa, Martin Atzmueller |
| 2023 | ECAI | Subgroup Discovery with SD4Py. | Dan Hudson, Martin Atzmueller |
| 2023 | ECAI | Post-mining on Association Rule Bases. | Dietmar Seipel, Marcel Waleska, Daniel Weidner, Sven Rausch, Martin Atzmueller |
| 2023 | FlAIRS | Making Time Series Embeddings More Interpretable in Deep Learning - Extracting Higher-Level Features via Symbolic Approximation Representations. | Leonid Schwenke, Martin Atzmueller |
| 2023 | FlAIRS | Identifying Informative Nodes in Attributed Spatial Sensor Networks Using Attention for Symbolic Abstraction in a GNN-based Modeling Approach. | Leonid Schwenke, Stefan Bloemheuvel, Martin Atzmueller |
| 2023 | ICDM | Explainable Multi-Modal and Local Approaches to Modelling Injuries in Sports Data. | Dan Hudson, Ruud J. R. Den Hartigh, L. Rens A. Meerhoff, Martin Atzmueller |
| 2023 | ICMLA | Robotic Peg-in-Hole Insertion with Tight Clearances: A Force-based Deep Q-Learning Approach. | Timo Markert, Elias Hoerner, Sebastian Matich, Andreas Theissler, Martin Atzmueller |
| 2023 | INDIN | Graph Neural Network-Based Measurement Inference on Irregular Sensor Geometries. | Martin ben Ahmed, Niklas Wilming, Martin Atzmueller |
| 2023 | INDIN | Domain Transfer for Surface Defect Detection using Few-Shot Learning on Scarce Data. | Felix Gerschner, Jonas Paul, Lukas Schmid, Nico Barthel, Victor Gouromichos, Florian Schmid, Martin Atzmueller, Andreas Theissler |
| 2023 | LCN | Leveraging Explainable AI Methods Towards Identifying Classification Issues on IDS Datasets. | Eric Lanfer, Sophia Sylvester, Nils Aschenbruck, Martin Atzmueller |
| 2022 | DIS | Predicting User Dropout from Their Online Learning Behavior. | Parisa Shayan, Menno van Zaanen, Martin Atzmueller |
| 2022 | ETFA | Towards Tabular Data Extraction From Richly-Structured Documents Using Supervised and Weakly-Supervised Learning. | Arnab Ghosh Chowdhury, Martin ben Ahmed, Martin Atzmueller |
| 2022 | ETFA | Visual Detection of Tiny and Transparent Objects for Autonomous Robotic Pick-and-Place Operations. | Timo Markert, Sebastian Matich, Daniel Neykov, Markus Muenig, Andreas Theissler, Martin Atzmueller |
| 2022 | IROS | Comparing Human Haptic Perception and Robotic Force/Torque Sensing in a Simulated Surgical Palpation Task. | Timo Markert, Sebastian Matich, Elias Hoerner, Jonas Pfannes, Andreas Theissler, Martin Atzmueller |
| 2022 | ICTAI | Assessing the Influence of Time on Features for the Prediction of User Dropout. | Parisa Shayan, Martin Atzmueller, Menno van Zaanen |
| 2022 | IWINAC | Visualization Methods for Exploratory Subgroup Discovery on Time Series Data. | Dan Hudson, Travis J. Wiltshire, Martin Atzmueller |
| 2022 | KI | Multi-Perspective Anomaly Detection on Bipartite Multi-Layer Social Interaction Networks. | Asep Maulana, Martin Atzmueller |
| 2021 | DIS | Local Exceptionality Detection in Time Series Using Subgroup Discovery: An Approach Exemplified on Team Interaction Data. | Dan Hudson, Travis J. Wiltshire, Martin Atzmueller |
| 2021 | DSAA | Constructing Global Coherence Representations: Identifying Interpretability and Coherences of Transformer Attention in Time Series Data. | Leonid Schwenke, Martin Atzmueller |
| 2021 | ETFA | Fingertip 6-Axis Force/Torque Sensing for Texture Recognition in Robotic Manipulation. | Timo Markert, Sebastian Matich, Elias Hoerner, Andreas Theissler, Martin Atzmueller |
| 2021 | ETFA | Interpretable Machine Learning: A brief survey from the predictive maintenance perspective. | Simon Vollert, Martin Atzmueller, Andreas Theissler |
| 2021 | FlAIRS | Show Me What You're Looking For Visualizing Abstracted Transformer Attention for Enhancing Their Local Interpretability on Time Series Data. | Leonid Schwenke, Martin Atzmueller |
| 2020 | CoDIT | Centrality-Based Anomaly Detection on Multi-Layer Networks Using Many-Objective Optimization. | Asep Maulana, Martin Atzmueller |
| 2020 | DSAA | Why Should I Trust This Item? Explaining the Recommendations of any Model. | Corentin Lonjarret, Cline Robardet, Marc Plantevit, Roch Auburtin, Martin Atzmueller |
| 2020 | ICDM | An Improved Wide-Kernel CNN for Classifying Multivariate Signals in Fault Diagnosis. | Jurgen O. D. van den Hoogen, Stefan Bloemheuvel, Martin Atzmueller |
| 2020 | KI | Sequential Exceptional Pattern Discovery Using Pattern-Growth: An Extensible Framework for Interpretable Machine Learning on Sequential Data. | Dennis Mollenhauer, Martin Atzmueller |
| 2019 | AIME | A Computational Framework for Interpretable Anomaly Detection and Classification of Multivariate Time Series with Application to Human Gait Data Analysis. | Erica Ramirez, Markus Wimmer, Martin Atzmueller |
| 2019 | DIS | A Framework for Human-Centered Exploration of Complex Event Log Graphs. | Martin Atzmueller, Stefan Bloemheuvel, Benjamin Klpper |
| 2019 | EPIA | Mining Exceptional Social Behaviour. | Carolina Centeio Jorge, Martin Atzmueller, Behzad Momahed Heravi, Jenny L. Gibson, Cludio Rebelo de S, Rosaldo J. F. Rossetti |
| 2019 | WWW | Onto Model-based Anomalous Link Pattern Mining on Feature-Rich Social Interaction Networks. | Martin Atzmueller |
| 2019 | WWW | Modeling and Mining Feature-Rich Networks. | Rushed Kanawati, Martin Atzmueller |
| 2018 | DIS | Compositional Subgroup Discovery on Attributed Social Interaction Networks. | Martin Atzmueller |
| 2018 | ICDM | MinerLSD: Efficient Local Pattern Mining on Attributed Graphs. | Martin Atzmueller, Henry Soldano, Guillaume Santini, Dominique Bouthinon |
| 2018 | IDEAL | Mining Attributed Interaction Networks on Industrial Event Logs. | Martin Atzmueller, Benjamin Klpper |
| 2018 | ISMIS | Identifying Exceptional Descriptions of People Using Topic Modeling and Subgroup Discovery. | Andrew T. Hendrickson, Jason Wang, Martin Atzmueller |
| 2018 | ISMIS | Knowledge-Based Mining of Exceptional Patterns in Logistics Data: Approaches and Experiences in an Industry 4.0 Context. | Eric Sternberg, Martin Atzmueller |
| 2018 | JURIX | On Requirements and Design Criteria for Explainability in Legal AI. | Martijn van Otterlo, Martin Atzmueller |
| 2018 | WWW | International Workshop on Modeling Social Media (MSM 2018) Chairs' Welcome & Organization. | Martin Atzmueller, Alvin Chin, Christoph Trattner |
| 2018 | WWW | International Workshop on Mining Attributed Networks (MATNET 2018) Chairs' Welcome. | Martin Atzmueller, Sabrina Gaito, Roberto Interdonato, Rushed Kanawati, Christine Largeron, Matteo Magnani, Alessandra Sala |
| 2018 | WWW | Homophily at Academic Conferences. | Martin Atzmueller, Florian Lemmerich |
| 2018 | SAC | Adaptive kNN using expected accuracy for classification of geo-spatial data. | Mark Kibanov, Martin Becker, Juergen Mueller, Martin Atzmueller, Andreas Hotho, Gerd Stumme |
| 2017 | INDIN | Explanation-aware feature selection using symbolic time series abstraction: Approaches and experiences in a petro-chemical production context. | Martin Atzmueller, Naveed Hayat, Andreas Schmidt, Benjamin Klpper |
| 2016 | INDIN | Defining software architectures for big data enabled operator support systems. | Benjamin Klpper, Marcel Dix, Lukas Schorer, Ann Ampofo, Martin Atzmueller, David Arnu, Ralf Klinkenberg |
| 2016 | WWW | DASHTrails: An Approach for Modeling and Analysis of Distribution-Adapted Sequential Hypotheses and Trails. | Martin Atzmueller, Andreas Schmidt, Mark Kibanov |
| 2016 | WWW | Stratification-Oriented Analysis of Community Structure in Networks of Face-to-Face Proximity. | Stefan Bloemheuvel, Martin Atzmueller, Marie Postma |
| 2016 | WWW | Multimodal Behavioral Mobility Pattern Mining and Analysis Using Topic Modeling on GPS Data. | Sebastiaan Merino, Martin Atzmueller |
| 2015 | ICFCA | Subgroup and Community Analytics on Attributed Graphs. | Martin Atzmueller |
| 2014 | ISMIS | Unsupervised and Hybrid Approaches for On-line RFID Localization with Mixed Context Knowledge. | Christoph Scholz, Martin Atzmueller, Gerd Stumme |
| 2014 | WWW | On the evolution of social groups during coffee breaks. | Martin Atzmueller, Andreas Ernst, Friedrich Krebs, Christoph Scholz, Gerd Stumme |
| 2014 | WWW | On the predictability of recurring links in networks of face-to-face proximity. | Christoph Scholz, Martin Atzmueller, Gerd Stumme |
| 2013 | ICWSM | New Insights and Methods For Predicting Face-To-Face Contacts. | Christoph Scholz, Martin Atzmueller, Alain Barrat, Ciro Cattuto, Gerd Stumme |
| 2011 | CIKM | Analysis of communities in social media. | Martin Atzmueller |
| 2011 | FlAIRS | Efficient Descriptive Community Mining. | Martin Atzmueller, Folke Mitzlaff |
| 2010 | SGAI | The Mining and Analysis Continuum of Explaining Uncovered. | Martin Atzmueller, Thomas Roth-Berghofer |
| 2009 | FlAIRS | A Textual Subgroup Mining Approach for Rapid ARD+ Model Capture. | Martin Atzmueller, Grzegorz J. Nalepa |
| 2009 | KI | Meta-level Information Extraction. | Peter Klgl, Martin Atzmueller, Frank Puppe |