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| Issue Date | Title | Author(s) |
| 2008 | A Case-Based Approach for Characterization and Analysis of Subgroup Patterns | Atzmueller, Martin ; Puppe, Frank |
| 2019 | A Computational Framework for Interpretable Anomaly Detection and Classification of Multivariate Time Series with Application to Human Gait Data Analysis | Ramirez, Erica; Wimmer, Markus; Atzmueller, Martin |
| 2021 | A Computational Framework for Modeling Complex Sensor Network Data Using Graph Signal Processing and Graph Neural Networks in Structural Health Monitoring. | Bloemheuvel, Stefan; van den Hoogen, Jurgen; Atzmueller, Martin |
| 2020 | A Conceptual View on the Design and Properties of Explainable AI Systems for Legal Settings | van Otterlo, Martijn; Atzmueller, Martin |
| 2009 | A Data Warehouse-Based Approach for Quality Management, Evaluation and Analysis of Intelligent Systems using Subgroup Mining | Atzmueller, Martin ; Beer, Stephanie; Puppe, Frank |
| 2006 | A Datagenerator for Evaluating Machine Learning Methods | Atzmueller, Martin ; Baumeister, Joachim; Goller, Mario; Puppe, Frank |
| 2019 | A Framework for Human-Centered Exploration of Complex Event Log Graphs | |
| 2009 | A Framework for Semi-Automatic Development of Rule-based Information Extraction Applications | |
| 2021 | A hybrid information extraction approach using transfer learning on richly-structured documents | Chowdhury, Arnab Ghosh; Schut, Nils; Atzmueller, Martin |
| 2007 | A Knowledge-Intensive Approach for Semi-Automatic Causal Subgroup Discovery | |
| 2008 | A Methodological Approach for the Effective Modeling of Bayesian Networks | Atzmueller, Martin ; Lemmerich, Florian |
| 2006 | A Methodological View on Knowledge-Intensive Subgroup Discovery | Atzmueller, Martin ; Puppe, Frank |
| 2019 | A Multi-Perspective View on Model-Based Exceptional Link Analysis on Complex Interaction Networks | Atzmueller, Martin ; Güven, Çiçek |
| 2023 | A Neuro-Symbolic Approach for Anomaly Detection and Complex Fault Diagnosis Exemplified in the Automotive Domain | Bohne, Tim; Windler, Anne-Kathrin Patricia; Atzmueller, Martin |
| 2012 | A Personality Based Design Approach Using Subgroup Discovery | Behrenbruch, Kay; Atzmueller, Martin ; Evers, Christoph; Schmidt, Ludger; Stumme, Gerd; Geihs, Kurt |
| 2017 | A Scalable Framework for Data-Driven Ontology Evaluation | |
| 2009 | A Semi-Automatic Approach for Confounding-Aware Subgroup Discovery | Atzmueller, Martin ; Puppe, Frank; Buscher, Hans-Peter |
| 2009 | A Textual Subgroup Mining Approach for Rapid ARD+ Model Capture | Atzmueller, Martin ; Nalepa, Grzegorz J. |
| 2021 | Abstracting local transformer attention for enhancing interpretability on time series data | Schwenke, Leonid; Atzmueller, Martin |
| 2023 | Active-learning-driven deep interactive segmentation for cost-effective labeling of crop-weed image data | Sikouonmeu, Freddy; Atzmueller, Martin |
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