Alfred Ultsch - RankMe

81 papers A* 3A 2B 9C 1Misc 2Journal 22Unranked 38

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Augmenting small biomedical datasets using generative AI methods based on self-organizing neural networks. Briefings Bioinform. Alfred Ultsch, Jörn Lötsch
2022	J	`jnl`	Euclidean distance-optimized data transformation for cluster analysis in biomedical data (EDOtrans). BMC Bioinform. Alfred Ultsch, Jörn Lötsch
2022	—	`conf`	Interactive Toolbox for Two-Dimensional Gaussian Mixture Modeling. ECML/PKDD (6) Michael C. Thrun, Quirin Stier, Alfred Ultsch
2021	J	`jnl`	An Explainable AI System for the Diagnosis of High Dimensional Biomedical Data. CoRR Alfred Ultsch, Jörg Hoffmann, Maximilian Röhnert, Malte Von Bonin, Uta Oelschlägel, Cornelia Brendel, Michael C. Thrun
2021	J	`jnl`	Conventional displays of structures in data compared with interactive projection-based clustering (IPBC). Int. J. Data Sci. Anal. Michael C. Thrun, Felix Pape, Alfred Ultsch
2021	J	`jnl`	Correction to: Conventional displays of structures in data compared with interactive projection-based clustering (IPBC). Int. J. Data Sci. Anal. Michael C. Thrun, Felix Pape, Alfred Ultsch
2021	J	`jnl`	Explainable AI Framework for Multivariate Hydrochemical Time Series. Mach. Learn. Knowl. Extr. Michael C. Thrun, Alfred Ultsch, Lutz Breuer
2021	J	`jnl`	Swarm Intelligence for Self-Organized Clustering. CoRR Michael C. Thrun, Alfred Ultsch
2021	J	`jnl`	Swarm intelligence for self-organized clustering. Artif. Intell. Michael C. Thrun, Alfred Ultsch
2021	J	`jnl`	Using Projection-Based Clustering to Find Distance- and Density-Based Clusters in High-Dimensional Data. J. Classif. Michael C. Thrun, Alfred Ultsch
2020	B	`conf`	Interactive Machine Learning Tool for Clustering in Visual Analytics. DSAA Michael C. Thrun, Felix Pape, Alfred Ultsch
2020	A*	`conf`	Swarm Intelligence for Self-Organized Clustering (Extended Abstract). IJCAI Michael C. Thrun, Alfred Ultsch
2020	Misc	`conf`	Swarm-Based Cluster Analysis for Knowledge Discovery. KI Michael C. Thrun, Alfred Ultsch
2020	J	`jnl`	The Fundamental Clustering and Projection Suite (FCPS): A Dataset Collection to Test the Performance of Clustering and Data Projection Algorithms. Data Alfred Ultsch, Jörn Lötsch
2019	J	`jnl`	Analyzing the Fine Structure of Distributions. CoRR Michael C. Thrun, Tino Gehlert, Alfred Ultsch
2019	J	`jnl`	Computational functional genomics-based reduction of disease-related gene sets to their key components. Bioinform. Catharina Lippmann, Alfred Ultsch, Jörn Lötsch
2017	—	`conf`	Credible visualizations for planar projections. WSOM Alfred Ultsch, Michael C. Thrun
2017	J	`jnl`	Machine-learned cluster identification in high-dimensional data. J. Biomed. Informatics Alfred Ultsch, Jörn Lötsch
2016	—	`conf`	ESOM Visualizations for Quality Assessment in Clustering. WSOM Alfred Ultsch, Martin Behnisch, Jörn Lötsch
2014	—	`conf`	Exploiting the Structures of the U-Matrix. WSOM Jörn Lötsch, Alfred Ultsch
2013	J	`jnl`	A machine-learned knowledge discovery method for associating complex phenotypes with complex genotypes. Application to pain. J. Biomed. Informatics Jörn Lötsch, Alfred Ultsch
2013	—	`book`	Algorithms from and for Nature and Life - Classification and Data Analysis Berthold Lausen, Dirk Van den Poel, Alfred Ultsch
2011	J	`jnl`	Efficient mining of all margin-closed itemsets with applications in temporal knowledge discovery and classification by compression. Knowl. Inf. Syst. Fabian Moerchen, Michael Thies, Alfred Ultsch
2010	—	`ed.`	Advances in Data Analysis, Data Handling and Business Intelligence - Proceedings of the 32nd Annual Conference of the Gesellschaft für Klassifikation e.V., Joint Conference with the British Classification Society (BCS) and the Dutch/Flemish Classification Society (VOC), Helmut-Schmidt-University, Hamburg, July 16-18, 2008 GfKl Andreas Fink, Berthold Lausen, Wilfried Seidel, Alfred Ultsch
2010	—	`conf`	Clustering Temporal Population Patterns in Switzerland (1850-2000). GfKl Martin Behnisch, Alfred Ultsch
2010	J	`jnl`	Self Organized Swarms for cluster preserving Projections of high-dimensional Data. Electron. Commun. Eur. Assoc. Softw. Sci. Technol. Alfred Ultsch, Lutz Herrmann
2009	—	`conf`	Clustering with Swarm Algorithms Compared to Emergent SOM. WSOM Lutz Herrmann, Alfred Ultsch
2008	—	`conf`	A Comparison of Algorithms to Find Differentially Expressed Genes in Microarray Data. GfKl Alfred Ultsch, Christian Pallasch, Eckhard Bergmann, Holger Christiansen
2008	—	`conf`	Estimating the Number of Buildings in Germany. GfKl Martin Behnisch, Alfred Ultsch
2008	B	`conf`	Explaining Ant-Based Clustering on the basis of Self-Organizing Maps. ESANN Lutz Herrmann, Alfred Ultsch
2008	—	`conf`	Finding Music Fads by Clustering Online Radio Data with Emergent Self Organizing Maps. GfKl Florian Meyer, Alfred Ultsch
2008	—	`conf`	Is Log Ratio a Good Value for Measuring Return in Stock Investments? GfKl Alfred Ultsch
2008	—	`conf`	Strengths and Weaknesses of Ant Colony Clustering. GfKl Lutz Herrmann, Alfred Ultsch
2008	—	`conf`	The Architecture of Ant-Based Clustering to Improve Topographic Mapping. ANTS Conference Lutz Herrmann, Alfred Ultsch
2008	—	`conf`	The Precise and Efficient Identification of Medical Order Forms Using Shape Trees. GfKl Uwe Henker, Uwe Petersohn, Alfred Ultsch
2007	—	`conf`	An Artificial Life Approach for Semi-supervised Learning. GfKl Lutz Herrmann, Alfred Ultsch
2007	J	`jnl`	Efficient mining of understandable patterns from multivariate interval time series. Data Min. Knowl. Discov. Fabian Mörchen, Alfred Ultsch
2007	—	`conf`	U LWA Alfred Ultsch
2007	—	`conf`	Urban Data Mining Using Emergent SOM. GfKl Martin Behnisch, Alfred Ultsch
2007	—	`conf`	Visualization and Clustering of Tagged Music Data. GfKl Pascal Lehwark, Sebastian Risi, Alfred Ultsch
2006	B	`conf`	An algorithm for fast and reliable ESOM learning. ESANN Mario Nöcker, Fabian Mörchen, Alfred Ultsch
2006	—	`conf`	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 Nguyen-Xuan Thinh, Martin Behnisch, Alfred Ultsch
2006	J	`jnl`	Modeling timbre distance with temporal statistics from polyphonic music. IEEE Trans. Speech Audio Process. Fabian Mörchen, Alfred Ultsch, Michael Thies, Ingo Lohken
2006	A*	`conf`	Understandable models Of music collections based on exhaustive feature generation with temporal statistics. KDD Fabian Mörchen, Ingo Mierswa, Alfred Ultsch
2005	—	`ch.`	An Algorithm for Finding Similarities in protein Active sites. Advances in Bioinformatics and Its Applications Katrin Kupas, Alfred Ultsch, Gerhard Klebe
2005	—	`conf`	An Overview of Artificial Life Approaches for Clustering. GfKl David Kämpf, Alfred Ultsch
2005	—	`conf`	Databionic Visualization of Music Collections According to Perceptual Distance. ISMIR Fabian Mörchen, Alfred Ultsch, Mario Nöcker, Christian Stamm
2005	J	`jnl`	Extracting interpretable muscle activation patterns with time series knowledge mining. Int. J. Knowl. Based Intell. Eng. Syst. Fabian Mörchen, Alfred Ultsch, Olaf Hoos
2005	—	`conf`	Finding Persisting States for Knowledge Discovery in Time Series. GfKl Fabian Mörchen, Alfred Ultsch
2005	A*	`conf`	Optimizing time series discretization for knowledge discovery. KDD Fabian Mörchen, Alfred Ultsch
2005	B	`conf`	The architecture of emergent self-organizing maps to reduce projection errors. ESANN Alfred Ultsch, Lutz Herrmann
2005	—	`conf`	U*C: Self-organized Clustering with Emergent Feature Maps. LWA Alfred Ultsch
2005	—	`conf`	UnitExpressions: A Rational Normalization Scheme for DNA Microarray Data. GfKl Alfred Ultsch
2005	—	`conf`	Visual Mining in Music Collections. GfKl Fabian Mörchen, Alfred Ultsch, Mario Nöcker, Christian Stamm
2004	J	`jnl`	Comparison of substructural epitopes in enzyme active sites using self-organizing maps. J. Comput. Aided Mol. Des. Katrin Kupas, Alfred Ultsch, Gerhard Klebe
2004	—	`conf`	Data Mining in Protein Binding Cavities. GfKl Katrin Kupas, Alfred Ultsch
2004	—	`conf`	Density Estimation and Visualization for Data Containing Clusters of Unknown Structure. GfKl Alfred Ultsch
2004	—	`conf`	Discovering Interpretable Muscle Activation Patterns with the Temporal Data Mining Method. PKDD Fabian Mörchen, Alfred Ultsch, Olaf Hoos
2004	—	`conf`	Discovering Temporal Knowledge in Multivariate Time Series. GfKl Fabian Mörchen, Alfred Ultsch
2004	—	`conf`	Improving the Identification of Differentially Expressed Genes in cDNA Microarray Experiments. GfKl Alfred Ultsch
2004	B	`conf`	Knowledge discovery in DNA microarray data of cancer patients with emergent self organizing maps. ESANN Alfred Ultsch, David Kämpf
2004	Misc	`conf`	Mining Hierarchical Temporal Patterns in Multivariate Time Series. KI Fabian Mörchen, Alfred Ultsch
2002	J	`jnl`	Self-organizing feature maps predicting sea levels. Inf. Sci. Alfred Ultsch, Frank Röske
2001	J	`jnl`	A method for automated temporal knowledge acquisition applied to sleep-related breathing disorders. Artif. Intell. Medicine Gabriela Guimarães, Jörg-Hermann Peter, Thomas Penzel, Alfred Ultsch
2000	—	`conf`	A Neural Network Learning Relative Distances. IJCNN (5) Alfred Ultsch
1999	B	`conf`	A Method for Temporal Knowledge Conversion. IDA Gabriela Guimarães, Alfred Ultsch
1998	B	`conf`	The integration of connectionist models with knowledge-based systems: hybrid systems. SMC Alfred Ultsch
1997	B	`conf`	Evaluation of Automatic and Manual Knowledge Acquisition for Cerebrospinal Fluid (CSF) Diagnosis. AIME Alfred Ultsch, T. O. Kleine, Dieter Korus, S. Farsch, Gabriela Guimarães, W. Pietzuch, J. Simon
1996	—	`conf`	Classification and prediction of hail using self-organizing neural networks. ICNN Alfred Ultsch, Gabriela Guimarães, Willi Schmid
1995	B	`conf`	Integration of Neural Networks and Knowledge-Based Systems in Medicine. AIME Alfred Ultsch, Dieter Korus, T. O. Kleine
1995	—	`conf`	Integration of neural networks with knowledge-based systems. ICNN Alfred Ultsch, Dieter Korus
1994	C	`conf`	A Hybrid Expert System for Avalanche Forecasting. ENTER Martin Schweizer, P. M. B. Föhn, Jürg Schweizer, Alfred Ultsch
1993	—	`conf`	Knowledge Extraction from Artificial Neural Networks and Applications. Transputer-Anwender-Treffen Alfred Ultsch, Gabriela Guimarães, Dieter Korus, Heng Li
1992	A	`conf`	Knowledge Acquisition with Self-Organizing Neural Networks. ECAI Alfred Ultsch
1992	—	`conf`	Selbstorganisierende Neuronale Netze auf Transputern. Transputer-Anwender-Treffen Alfred Ultsch, Gabriela Guimarães, Dieter Korus, Heng Li
1991	—	`conf`	Die Transformation experimenteller Verteilungen durch eine Self-Organizing Feature Map. DAGM-Symposium Alfred Ultsch, Günter Halmans, Kira Schulz
1991	—	`conf`	Neuronale Netze zur Unterstützung der Umweltforschung. Informatik für den Umweltschutz Alfred Ultsch, H. Peter Siemon, Günter Halmans
1991	—	`conf`	Wissensverarbeitung in neuronaler Architektur. Wissensbasierte Systeme Günther Palm, Ulrich Rückert, Alfred Ultsch
1990	A	`conf`	Genetic Improvements of Feedforward Nets for Approximating Functions. PPSN Klaus-Uwe Höffgen, H. Peter Siemon, Alfred Ultsch
1987	—	`—`	Control for knowledge based information retrieval. Alfred Ultsch
1987	—	`conf`	KOFIS: Ein Expertensystem zur integrierten Dokumenten- und Wissensverwaltung. Expertensysteme Hans-Jürgen Appelrath, Martin Ester, Heinrich Jasper, Alfred Ultsch