| 2018 | IV | Visualizing Art Historical Developments Using the Getty ULAN, Wikipedia and Wikidata. | Doron Goldfarb, Dieter Merkl |
| 2012 | ICALT | Learning about Art History by Exploratory Search, Contextual View and Social Tags. | Max Arends, Martin Weingartner, Josef Froschauer, Doron Goldfarb, Dieter Merkl |
| 2012 | ICALT | ARTournament: A Mobile Casual Game to Explore Art History. | Josef Froschauer, Johannes Zweng, Dieter Merkl, Max Arends, Doron Goldfarb, Martin Weingartner |
| 2009 | SEKE | An Agent-based Centralized e-Marketplace in a Virtual Environment. | Ingo Seidel, Markus Grtner, Josef Froschauer, Helmut Berger, Dieter Merkl |
| 2007 | ENTER | Quo Vadis Homo Turisticus? Towards a Picture-based Tourist Profiler. | Helmut Berger, Michaela Denk, Michael Dittenbach, Dieter Merkl, Andreas Pesenhofer |
| 2006 | OZCHI | Playing the e-business game in 3D virtual worlds. | Helmut Berger, Michael Dittenbach, Dieter Merkl, Anton Bogdanovych, Simeon J. Simoff, Carles Sierra |
| 2006 | SAC | Exploiting partial decision trees for feature subset selection in e-mail categorization. | Helmut Berger, Dieter Merkl, Michael Dittenbach |
| 2004 | APCCM | An Adaptive Information Retrieval System Based on Associative Networks. | Helmut Berger, Michael Dittenbach, Dieter Merkl |
| 2004 | APCCM | Improving Domain Ontologies by Mining Semantics from Text. | Michael Dittenbach, Helmut Berger, Dieter Merkl |
| 2004 | ENTER | An Accommodation Recommender System Based on Associative Networks. | Helmut Berger, Michael Dittenbach, Dieter Merkl |
| 2003 | DaWaK | Using a Connectionist Approach for Enhancing Domain Ontologies: Self-Organizing Word Category Maps Revisited. | Michael Dittenbach, Dieter Merkl, Helmut Berger |
| 2003 | DEXA | Activation on the Move: Querying Tourism Information via Spreading Activation. | Helmut Berger, Michael Dittenbach, Dieter Merkl |
| 2003 | ENTER | A Natural Language Query Interface for Tourism Information. | Michael Dittenbach, Dieter Merkl, Helmut Berger |
| 2002 | ICANN | Using Smoothed Data Histograms for Cluster Visualization in Self-Organizing Maps. | Elias Pampalk, Andreas Rauber, Dieter Merkl |
| 2002 | SIGIR | Content-based music indexing and organization. | Andreas Rauber, Elias Pampalk, Dieter Merkl |
| 2001 | DEXA | Business, Culture, Politics, and Sports - How to Find Your Way through a Bulk of News? On Content-Based Hierarchical Structuring and Organization of Large Document Archives. | Michael Dittenbach, Andreas Rauber, Dieter Merkl |
| 2001 | ICANN | Hierarchical Clustering of Document Archives with the Growing Hierarchical Self-Organizing Map. | Michael Dittenbach, Dieter Merkl, Andreas Rauber |
| 2000 | DEXA | Providing Topically Sorted Access to Subsequently Releases Newspaper Editions or: How to Build Your Private Digital Library. | Andreas Rauber, Dieter Merkl |
| 2000 | ESANN | Using Growing hierarchical self-organizing maps for document classification. | Michael Dittenbach, Dieter Merkl, Andreas Rauber |
| 2000 | IJCNN | The Growing Hierarchical Self-Organizing Map. | Michael Dittenbach, Dieter Merkl, Andreas Rauber |
| 2000 | IJCNN | parSOM: A Parallel Implementation of the Self-Organizing Map Exploiting Cache Effects: Making the SOM Fit for Interactive High-Performance Data Analysis. | Andreas Rauber, Philipp Tomsich, Dieter Merkl |
| 2000 | PAKDD | Uncovering the Hierarchical Structure of Text Archives by Using an Unsupervised Neural Network with Adaptive Architecture. | Dieter Merkl, Andreas Rauber |
| 2000 | SAC | Analyzing Human Gait Patterns for Malfunction Detection. | Monika Khle, Dieter Merkl |
| 1999 | DEXA | Using Self-Organizing Maps to Organize Document Archives and to Charakterize Subject Matter: How to Make a Map Tell the News of the World. | Andreas Rauber, Dieter Merkl |
| 1999 | ICAIL | A learning technique for legal document analysis. | Erich Schweighofer, Dieter Merkl |
| 1999 | IDEAS | Self-Organization of Distributed Document Archives. | Dieter Merkl, Andreas Rauber |
| 1999 | PAKDD | Automatic Labeling of Self-Organizing Maps: Making a Treasure-Map Reveal Its Secrets. | Andreas Rauber, Dieter Merkl |
| 1998 | DEXA | CIA's View of the World and What Neural Networks Learn from It: A Comparison of Geographical Document Space Representation Metaphors. | Dieter Merkl, Andreas Rauber |
| 1998 | ESANN | Finding structure in text archives. | Andreas Rauber, Dieter Merkl |
| 1997 | CBMS | Clinical gait analysis by neural networks: issues and experiences. | Monika Khle, Dieter Merkl, Josef Kastner |
| 1997 | ICAIL | The Exploration of Legal Text Corpora with Hierarchical Neural Networks: A Guided Tour in Public International Law. | Dieter Merkl, Erich Schweighofer |
| 1997 | SIGIR | Exploration of Text Collections with Hierarchical Feature Maps. | Dieter Merkl |
| 1996 | COMPSAC | Process Model Reuse to Promote Organizational Learning in Software Development. | Ernst Ellmer, Dieter Merkl, Gerald Quirchmayr, A Min Tjoa |
| 1996 | DEXA | Automatic Classification of Semantic Concepts in View Specifications. | Ernst Ellmer, Christian Huemer, Dieter Merkl, Gnther Pernul |
| 1996 | ESANN | Identification of gait patterns with self-organizing maps based on ground reaction force. | Monika Khle, Dieter Merkl |
| 1996 | ICANN | Visualizing Similarities in High Dimensional Input Spaces with a Growing and Splitting Neural Network. | Monika Khle, Dieter Merkl |
| 1995 | ADC | A Connectionist View on Document Classification. | Dieter Merkl |
| 1995 | ER | Neural Network Technology to Support View Integration. | Ernst Ellmer, Christian Huemer, Dieter Merkl, Gnther Pernul |
| 1995 | ICAIL | Information Filtering: The Computation of Similarities in Large Corpora of Legal Texts. | Erich Schweighofer, Werner Winiwarter, Dieter Merkl |
| 1995 | IJCAI | Knowledge acquisition in concept and document spaces by using self-organizing neural networks. | Werner Winiwarter, Erich Schweighofer, Dieter Merkl |
| 1994 | DEXA | CONCAT - Connotation Analysis of Thesauri Based on the Interpretation of Context Meaning. | Dieter Merkl, Erich Schweighofer, Werner Winiwarter |
| 1994 | ICSR | Learning the semantic similarity of reusable software components. | Dieter Merkl, A Min Tjoa, Gerti Kappel |
| 1992 | DEXA | BRANT - An Approach for Knowledge Based Document Classification in the Information Retrieval Domain. | Dieter Merkl, A Min Tjoa, Stefan Vieweg |
| 1990 | DEXA | KELP: A Hypertext oriented User-Interface for an Intelligent Legal Fulltext Information Retrieval System. | Dieter Merkl, Stefan Vieweg, Ajrapet Karapetjan |