| 2026 | ICWE | Exploring ML Model Card Metadata Granularities for Enhanced Discovery and Insights through Knowledge Graphs. | Muhammad Asif Suryani, Kanishka Silva, Benjamin Zapilko, Brigitte Mathiak |
| 2025 | DATA | Model Card Metadata Collection from Hugging Face to Foster Multidisciplinary AI Research: A Dataset. | Muhammad Asif Suryani, Saurav Karmakar, Brigitte Mathiak, Philipp Mayr |
| 2025 | ICPRAM | Extracting and Modeling Tabular Data from Marine Geology Publications into a Heterogeneous Information Network. | Muhammad Asif Suryani, Ewa Burwicz-Galerne, Brigitte Mathiak, Klaus Wallmann, Matthias Renz |
| 2023 | IC3K | Subject Classification of Software Repository. | Abdelhalim Hafedh Dahou, Brigitte Mathiak |
| 2013 | ECIR | VisNavi: Citation Context Visualization and Navigation. | Farag Saad, Brigitte Mathiak |
| 2013 | WWW | Revised mutual information approach for german text sentiment classification. | Farag Saad, Brigitte Mathiak |
| 2012 | WEBIST | What is the Relationship About? - Extracting Information about Relationships from Wikipedia. | Brigitte Mathiak, Victor Manuel Martnez Pea, Andias Wira-Alam |
| 2012 | WEBIST | Extracting Term Relationships from Wikipedia. | Brigitte Mathiak, Victor Manuel Martnez Pea, Andias Wira-Alam |
| 2011 | DC | Performing Statistical Methods on Linked Data. | Benjamin Zapilko, Brigitte Mathiak |
| 2011 | WEBIST | Vizgr - Combining Data on a Visual Level. | Daniel Hienert, Benjamin Zapilko, Philipp Schaer, Brigitte Mathiak |
| 2011 | WEBIST | Vizgr: Linking Data in Visualizations. | Daniel Hienert, Benjamin Zapilko, Philipp Schaer, Brigitte Mathiak |
| 2008 | SIGGRAPH | Using genetically optimized artificial intelligence to improve gameplaying fun for strategical games. | Christoph Salge, Christian Lipski, Tobias Mahlmann, Brigitte Mathiak |
| 2007 | ICDM | Discovering Gene Expression Data from the Tables of Full Text Publications. | Brigitte Mathiak, Andreas Kupfer, Carolina Rio Bartulos, Tatjana Scope, Johann Weiland, Silke Eckstein |
| 2007 | ICDM | Modeling and Management of Signal Transduction Pathways with Live Sequence Charts. | Claudia Tubner, Brigitte Mathiak, Silke Eckstein |
| 2006 | CBMS | A Coevolution Approach for Database Schemas and Related Ontologies. | Andreas Kupfer, Silke Eckstein, Karl Neumann, Brigitte Mathiak |
| 2006 | ER | Handling Changes of Database Schemas and Corresponding Ontologies. | Andreas Kupfer, Silke Eckstein, Karl Neumann, Brigitte Mathiak |
| 2006 | ICDM | Using image classification for biomedical literature retrieval. | Brigitte Mathiak, Andreas Kupfer, Tatjana Scope, Britta Strmann, Silke Eckstein |
| 2006 | PAKDD | Improving Literature Preselection by Searching for Images. | Brigitte Mathiak, Andreas Kupfer, Richard Mnch, Claudia Tubner, Silke Eckstein |