| 2020 | DSAA | Interactive Machine Learning Tool for Clustering in Visual Analytics. | Michael C. Thrun, Felix Pape, Alfred Ultsch |
| 2020 | IJCAI | Swarm Intelligence for Self-Organized Clustering (Extended Abstract). | Michael C. Thrun, Alfred Ultsch |
| 2020 | KI | Swarm-Based Cluster Analysis for Knowledge Discovery. | Michael C. Thrun, Alfred Ultsch |
| 2008 | ESANN | Explaining Ant-Based Clustering on the basis of Self-Organizing Maps. | Lutz Herrmann, Alfred Ultsch |
| 2006 | ESANN | An algorithm for fast and reliable ESOM learning. | Mario Ncker, Fabian Mrchen, Alfred Ultsch |
| 2006 | KDD | Understandable models Of music collections based on exhaustive feature generation with temporal statistics. | Fabian Mrchen, Ingo Mierswa, Alfred Ultsch |
| 2005 | ESANN | The architecture of emergent self-organizing maps to reduce projection errors. | Alfred Ultsch, Lutz Herrmann |
| 2005 | KDD | Optimizing time series discretization for knowledge discovery. | Fabian Mrchen, Alfred Ultsch |
| 2004 | ESANN | Knowledge discovery in DNA microarray data of cancer patients with emergent self organizing maps. | Alfred Ultsch, David Kmpf |
| 2004 | KI | Mining Hierarchical Temporal Patterns in Multivariate Time Series. | Fabian Mrchen, Alfred Ultsch |
| 2000 | IJCNN | A Neural Network Learning Relative Distances. | Alfred Ultsch |
| 1999 | IDA | A Method for Temporal Knowledge Conversion. | Gabriela Guimares, Alfred Ultsch |
| 1998 | SMC | The integration of connectionist models with knowledge-based systems: hybrid systems. | Alfred Ultsch |
| 1997 | AIME | Evaluation of Automatic and Manual Knowledge Acquisition for Cerebrospinal Fluid (CSF) Diagnosis. | Alfred Ultsch, T. O. Kleine, Dieter Korus, S. Farsch, Gabriela Guimares, W. Pietzuch, J. Simon |
| 1995 | AIME | Integration of Neural Networks and Knowledge-Based Systems in Medicine. | Alfred Ultsch, Dieter Korus, T. O. Kleine |
| 1994 | ENTER | A Hybrid Expert System for Avalanche Forecasting. | Martin Schweizer, P. M. B. Fhn, Jrg Schweizer, Alfred Ultsch |
| 1992 | ECAI | Knowledge Acquisition with Self-Organizing Neural Networks. | Alfred Ultsch |
| 1991 | WI | Wissensverarbeitung in neuronaler Architektur. | Gnther Palm, Ulrich Rckert, Alfred Ultsch |
| 1990 | PPSN | Genetic Improvements of Feedforward Nets for Approximating Functions. | Klaus-Uwe Hffgen, H. Peter Siemon, Alfred Ultsch |