Alfred Ultsch

Publication Activity (10 Years)

Years Active: 1987-2022
Publications (10 Years): 18

Top Venues

CoRR

WSOM

J. Biomed. Informatics

Int. J. Data Sci. Anal.

ETH Zurich, Zürich, Switzerland (PHD)

Education History

ETH Zurich, Zürich, Switzerland

PHD

Publications

Michael C. Thrun, Quirin Stier, Alfred Ultsch
Interactive Toolbox for Two-Dimensional Gaussian Mixture Modeling. ECML/PKDD (6) (2022)
Alfred Ultsch, Jörn Lötsch
Euclidean distance-optimized data transformation for cluster analysis in biomedical data (EDOtrans). BMC Bioinform. 23 (1) (2022)
Michael C. Thrun, Alfred Ultsch
Swarm intelligence for self-organized clustering. Artif. Intell. 290 (2021)
Alfred Ultsch, Jörg Hoffmann, Maximilian Röhnert, Malte Von Bonin, Uta Oelschlägel, Cornelia Brendel, Michael C. Thrun
An Explainable AI System for the Diagnosis of High Dimensional Biomedical Data. CoRR (2021)
Michael C. Thrun, Alfred Ultsch
Swarm Intelligence for Self-Organized Clustering. CoRR (2021)
Michael C. Thrun, Alfred Ultsch
Using Projection-Based Clustering to Find Distance- and Density-Based Clusters in High-Dimensional Data. J. Classif. 38 (2) (2021)
Michael C. Thrun, Felix Pape, Alfred Ultsch
Conventional displays of structures in data compared with interactive projection-based clustering (IPBC). Int. J. Data Sci. Anal. 12 (3) (2021)
Michael C. Thrun, Alfred Ultsch, Lutz Breuer
Explainable AI Framework for Multivariate Hydrochemical Time Series. Mach. Learn. Knowl. Extr. 3 (1) (2021)
Michael C. Thrun, Felix Pape, Alfred Ultsch
Correction to: Conventional displays of structures in data compared with interactive projection-based clustering (IPBC). Int. J. Data Sci. Anal. 12 (4) (2021)
Alfred Ultsch, Jörn Lötsch
The Fundamental Clustering and Projection Suite (FCPS): A Dataset Collection to Test the Performance of Clustering and Data Projection Algorithms. Data 5 (1) (2020)
Michael C. Thrun, Alfred Ultsch
Swarm-Based Cluster Analysis for Knowledge Discovery. KI (2020)
Michael C. Thrun, Alfred Ultsch
Swarm Intelligence for Self-Organized Clustering (Extended Abstract). IJCAI (2020)
Michael C. Thrun, Felix Pape, Alfred Ultsch
Interactive Machine Learning Tool for Clustering in Visual Analytics. DSAA (2020)
Catharina Lippmann, Alfred Ultsch, Jörn Lötsch
Computational functional genomics-based reduction of disease-related gene sets to their key components. Bioinform. 35 (14) (2019)
Michael C. Thrun, Tino Gehlert, Alfred Ultsch
Analyzing the Fine Structure of Distributions. CoRR (2019)
Alfred Ultsch, Jörn Lötsch
Machine-learned cluster identification in high-dimensional data. J. Biomed. Informatics 66 (2017)
Alfred Ultsch, Michael C. Thrun
Credible visualizations for planar projections. WSOM (2017)
Alfred Ultsch, Martin Behnisch, Jörn Lötsch
ESOM Visualizations for Quality Assessment in Clustering. WSOM (2016)
Jörn Lötsch, Alfred Ultsch
Exploiting the Structures of the U-Matrix. WSOM (2014)
Jörn Lötsch, Alfred Ultsch
A machine-learned knowledge discovery method for associating complex phenotypes with complex genotypes. Application to pain. J. Biomed. Informatics 46 (5) (2013)
Fabian Moerchen, Michael Thies, Alfred Ultsch
Efficient mining of all margin-closed itemsets with applications in temporal knowledge discovery and classification by compression. Knowl. Inf. Syst. 29 (1) (2011)
Martin Behnisch, Alfred Ultsch
Clustering Temporal Population Patterns in Switzerland (1850-2000). GfKl (2010)
Alfred Ultsch, Lutz Herrmann
Self Organized Swarms for cluster preserving Projections of high-dimensional Data. Electron. Commun. Eur. Assoc. Softw. Sci. Technol. 27 (2010)
Lutz Herrmann, Alfred Ultsch
Clustering with Swarm Algorithms Compared to Emergent SOM. WSOM (2009)
Martin Behnisch, Alfred Ultsch
Estimating the Number of Buildings in Germany. GfKl (2008)
Lutz Herrmann, Alfred Ultsch
Explaining Ant-Based Clustering on the basis of Self-Organizing Maps. ESANN (2008)
Uwe Henker, Uwe Petersohn, Alfred Ultsch
The Precise and Efficient Identification of Medical Order Forms Using Shape Trees. GfKl (2008)
Alfred Ultsch, Christian Pallasch, Eckhard Bergmann, Holger Christiansen
A Comparison of Algorithms to Find Differentially Expressed Genes in Microarray Data. GfKl (2008)
Florian Meyer, Alfred Ultsch
Finding Music Fads by Clustering Online Radio Data with Emergent Self Organizing Maps. GfKl (2008)
Alfred Ultsch
Is Log Ratio a Good Value for Measuring Return in Stock Investments? GfKl (2008)
Lutz Herrmann, Alfred Ultsch
Strengths and Weaknesses of Ant Colony Clustering. GfKl (2008)
Lutz Herrmann, Alfred Ultsch
The Architecture of Ant-Based Clustering to Improve Topographic Mapping. ANTS Conference (2008)
Fabian Mörchen, Alfred Ultsch
Efficient mining of understandable patterns from multivariate interval time series. Data Min. Knowl. Discov. 15 (2) (2007)
Alfred Ultsch
C: Distance and Density Clustering based on Grid Projections. LWA (2007)
Martin Behnisch, Alfred Ultsch
Urban Data Mining Using Emergent SOM. GfKl (2007)
Lutz Herrmann, Alfred Ultsch
An Artificial Life Approach for Semi-supervised Learning. GfKl (2007)
Pascal Lehwark, Sebastian Risi, Alfred Ultsch
Visualization and Clustering of Tagged Music Data. GfKl (2007)
Mario Nöcker, Fabian Mörchen, Alfred Ultsch
An algorithm for fast and reliable ESOM learning. ESANN (2006)
Nguyen-Xuan Thinh, Martin Behnisch, Alfred Ultsch
Examination of Several Results of Different Cluster Analyses with a Separate View to Balancing the Economic and Ecological Performance Potential of Towns and Cities. GfKl (2006)
Fabian Mörchen, Alfred Ultsch, Michael Thies, Ingo Lohken
Modeling timbre distance with temporal statistics from polyphonic music. IEEE Trans. Speech Audio Process. 14 (1) (2006)
Fabian Mörchen, Ingo Mierswa, Alfred Ultsch
Understandable models Of music collections based on exhaustive feature generation with temporal statistics. KDD (2006)
David Kämpf, Alfred Ultsch
An Overview of Artificial Life Approaches for Clustering. GfKl (2005)
Alfred Ultsch
UnitExpressions: A Rational Normalization Scheme for DNA Microarray Data. GfKl (2005)
Fabian Mörchen, Alfred Ultsch, Mario Nöcker, Christian Stamm
Databionic Visualization of Music Collections According to Perceptual Distance. ISMIR (2005)
Fabian Mörchen, Alfred Ultsch, Mario Nöcker, Christian Stamm
Visual Mining in Music Collections. GfKl (2005)
Alfred Ultsch, Lutz Herrmann
The architecture of emergent self-organizing maps to reduce projection errors. ESANN (2005)
Fabian Mörchen, Alfred Ultsch, Olaf Hoos
Extracting interpretable muscle activation patterns with time series knowledge mining. Int. J. Knowl. Based Intell. Eng. Syst. 9 (3) (2005)
Fabian Mörchen, Alfred Ultsch
Optimizing time series discretization for knowledge discovery. KDD (2005)
Alfred Ultsch
U*C: Self-organized Clustering with Emergent Feature Maps. LWA (2005)
Fabian Mörchen, Alfred Ultsch
Finding Persisting States for Knowledge Discovery in Time Series. GfKl (2005)
Alfred Ultsch
Density Estimation and Visualization for Data Containing Clusters of Unknown Structure. GfKl (2004)
Fabian Mörchen, Alfred Ultsch
Mining Hierarchical Temporal Patterns in Multivariate Time Series. KI (2004)
Fabian Mörchen, Alfred Ultsch
Discovering Temporal Knowledge in Multivariate Time Series. GfKl (2004)
Alfred Ultsch, David Kämpf
Knowledge discovery in DNA microarray data of cancer patients with emergent self organizing maps. ESANN (2004)
Katrin Kupas, Alfred Ultsch
Data Mining in Protein Binding Cavities. GfKl (2004)
Alfred Ultsch
Improving the Identification of Differentially Expressed Genes in cDNA Microarray Experiments. GfKl (2004)
Katrin Kupas, Alfred Ultsch, Gerhard Klebe
Comparison of substructural epitopes in enzyme active sites using self-organizing maps. J. Comput. Aided Mol. Des. 18 (11) (2004)
Fabian Mörchen, Alfred Ultsch, Olaf Hoos
Discovering Interpretable Muscle Activation Patterns with the Temporal Data Mining Method. PKDD (2004)
Alfred Ultsch, Frank Röske
Self-organizing feature maps predicting sea levels. Inf. Sci. 144 (1-4) (2002)
Gabriela Guimarães, Jörg-Hermann Peter, Thomas Penzel, Alfred Ultsch
A method for automated temporal knowledge acquisition applied to sleep-related breathing disorders. Artif. Intell. Medicine 23 (3) (2001)
Alfred Ultsch
A Neural Network Learning Relative Distances. IJCNN (5) (2000)
Gabriela Guimarães, Alfred Ultsch
A Method for Temporal Knowledge Conversion. IDA (1999)
Alfred Ultsch
The integration of connectionist models with knowledge-based systems: hybrid systems. SMC (1998)
Alfred Ultsch, T. O. Kleine, Dieter Korus, S. Farsch, Gabriela Guimarães, W. Pietzuch, J. Simon
Evaluation of Automatic and Manual Knowledge Acquisition for Cerebrospinal Fluid (CSF) Diagnosis. AIME (1997)
Alfred Ultsch, Gabriela Guimarães, Willi Schmid
Classification and prediction of hail using self-organizing neural networks. ICNN (1996)
Alfred Ultsch, Dieter Korus, T. O. Kleine
Integration of Neural Networks and Knowledge-Based Systems in Medicine. AIME (1995)
Alfred Ultsch, Dieter Korus
Integration of neural networks with knowledge-based systems. ICNN (1995)
Martin Schweizer, P. M. B. Föhn, Jürg Schweizer, Alfred Ultsch
A Hybrid Expert System for Avalanche Forecasting. ENTER (1994)
Alfred Ultsch, Gabriela Guimarães, Dieter Korus, Heng Li
Knowledge Extraction from Artificial Neural Networks and Applications. Transputer-Anwender-Treffen (1993)
Alfred Ultsch, Gabriela Guimarães, Dieter Korus, Heng Li
Selbstorganisierende Neuronale Netze auf Transputern. Transputer-Anwender-Treffen (1992)
Alfred Ultsch
Knowledge Acquisition with Self-Organizing Neural Networks. ECAI (1992)
Günther Palm, Ulrich Rückert, Alfred Ultsch
Wissensverarbeitung in neuronaler Architektur. Wissensbasierte Systeme (1991)
Alfred Ultsch, H. Peter Siemon, Günter Halmans
Neuronale Netze zur Unterstützung der Umweltforschung. Informatik für den Umweltschutz (1991)
Alfred Ultsch, Günter Halmans, Kira Schulz
Die Transformation experimenteller Verteilungen durch eine Self-Organizing Feature Map. DAGM-Symposium (1991)
Klaus-Uwe Höffgen, H. Peter Siemon, Alfred Ultsch
Genetic Improvements of Feedforward Nets for Approximating Functions. PPSN (1990)
Hans-Jürgen Appelrath, Martin Ester, Heinrich Jasper, Alfred Ultsch
KOFIS: Ein Expertensystem zur integrierten Dokumenten- und Wissensverwaltung. Expertensysteme (1987)

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Publication Activity (10 Years)

Top Topics

Top Venues

Alfred Ultsch