Alfred Ultsch

According to our database1, Alfred Ultsch authored at least 64 papers between 1987 and 2019.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2019
Analyzing the Fine Structure of Distributions.
CoRR, 2019

Computational functional genomics-based reduction of disease-related gene sets to their key components.
Bioinformatics, 2019

2017
Machine-learned cluster identification in high-dimensional data.
Journal of Biomedical Informatics, 2017

Credible visualizations for planar projections.
Proceedings of the 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, 2017

2016
ESOM Visualizations for Quality Assessment in Clustering.
Proceedings of the Advances in Self-Organizing Maps and Learning Vector Quantization, 2016

2014
Exploiting the Structures of the U-Matrix.
Proceedings of the Advances in Self-Organizing Maps and Learning Vector Quantization, 2014

2013
A machine-learned knowledge discovery method for associating complex phenotypes with complex genotypes. Application to pain.
Journal of Biomedical Informatics, 2013

2011
Efficient mining of all margin-closed itemsets with applications in temporal knowledge discovery and classification by compression.
Knowl. Inf. Syst., 2011

2010
Self Organized Swarms for cluster preserving Projections of high-dimensional Data.
ECEASST, 2010

Clustering Temporal Population Patterns in Switzerland (1850-2000).
Proceedings of the Challenges at the Interface of Data Analysis, Computer Science, and Optimization - Proceedings of the 34th Annual Conference of the Gesellschaft für Klassifikation e. V., Karlsruhe, July 21, 2010

2009
Clustering with Swarm Algorithms Compared to Emergent SOM.
Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

2008
A Comparison of Algorithms to Find Differentially Expressed Genes in Microarray Data.
Proceedings of the Advances in Data Analysis, Data Handling and Business Intelligence, 2008

Is Log Ratio a Good Value for Measuring Return in Stock Investments?
Proceedings of the Advances in Data Analysis, Data Handling and Business Intelligence, 2008

Finding Music Fads by Clustering Online Radio Data with Emergent Self Organizing Maps.
Proceedings of the Advances in Data Analysis, Data Handling and Business Intelligence, 2008

Strengths and Weaknesses of Ant Colony Clustering.
Proceedings of the Advances in Data Analysis, Data Handling and Business Intelligence, 2008

The Precise and Efficient Identification of Medical Order Forms Using Shape Trees.
Proceedings of the Advances in Data Analysis, Data Handling and Business Intelligence, 2008

Estimating the Number of Buildings in Germany.
Proceedings of the Advances in Data Analysis, Data Handling and Business Intelligence, 2008

Explaining Ant-Based Clustering on the basis of Self-Organizing Maps.
Proceedings of the ESANN 2008, 2008

The Architecture of Ant-Based Clustering to Improve Topographic Mapping.
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2008

2007
Efficient mining of understandable patterns from multivariate interval time series.
Data Min. Knowl. Discov., 2007

U*C: Distance and Density Clustering based on Grid Projections.
Proceedings of the LWA 2007: Lernen - Wissen, 2007

Visualization and Clustering of Tagged Music Data.
Proceedings of the Data Analysis, Machine Learning and Applications, 2007

An Artificial Life Approach for Semi-supervised Learning.
Proceedings of the Data Analysis, Machine Learning and Applications, 2007

Urban Data Mining Using Emergent SOM.
Proceedings of the Data Analysis, Machine Learning and Applications, 2007

2006
Modeling timbre distance with temporal statistics from polyphonic music.
IEEE Trans. Audio, Speech & Language Processing, 2006

Understandable models Of music collections based on exhaustive feature generation with temporal statistics.
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Examination of Several Results of Different Cluster Analyses with a Separate View to Balancing the Economic and Ecological Performance Potential of Towns and Cities.
Proceedings of the Advances in Data Analysis, 2006

An algorithm for fast and reliable ESOM learning.
Proceedings of the ESANN 2006, 2006

2005
Extracting interpretable muscle activation patterns with time series knowledge mining.
KES Journal, 2005

U*C: Self-organized Clustering with Emergent Feature Maps.
Proceedings of the Lernen, 2005

Optimizing time series discretization for knowledge discovery.
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

Databionic Visualization of Music Collections According to Perceptual Distance.
Proceedings of the ISMIR 2005, 2005

UnitExpressions: A Rational Normalization Scheme for DNA Microarray Data.
Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005

Visual Mining in Music Collections.
Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005

Finding Persisting States for Knowledge Discovery in Time Series.
Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005

An Overview of Artificial Life Approaches for Clustering.
Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005

The architecture of emergent self-organizing maps to reduce projection errors.
Proceedings of the ESANN 2005, 2005

An Algorithm for Finding Similarities in protein Active sites.
Proceedings of the Advances in Bioinformatics and Its Applications, 2005

2004
Comparison of substructural epitopes in enzyme active sites using self-organizing maps.
Journal of Computer-Aided Molecular Design, 2004

Discovering Interpretable Muscle Activation Patterns with the Temporal Data Mining Method.
Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

Mining Hierarchical Temporal Patterns in Multivariate Time Series.
Proceedings of the KI 2004: Advances in Artificial Intelligence, 2004

Improving the Identification of Differentially Expressed Genes in cDNA Microarray Experiments.
Proceedings of the Classification, 2004

Density Estimation and Visualization for Data Containing Clusters of Unknown Structure.
Proceedings of the Classification, 2004

Discovering Temporal Knowledge in Multivariate Time Series.
Proceedings of the Classification, 2004

Data Mining in Protein Binding Cavities.
Proceedings of the Classification, 2004

Knowledge discovery in DNA microarray data of cancer patients with emergent self organizing maps.
Proceedings of the ESANN 2004, 2004

2002
Self-organizing feature maps predicting sea levels.
Inf. Sci., 2002

2001
A method for automated temporal knowledge acquisition applied to sleep-related breathing disorders.
Artificial Intelligence in Medicine, 2001

2000
A Neural Network Learning Relative Distances.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999
A Method for Temporal Knowledge Conversion.
Proceedings of the Advances in Intelligent Data Analysis, Third International Symposium, 1999

1998
The integration of connectionist models with knowledge-based systems: hybrid systems.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

1997
Evaluation of Automatic and Manual Knowledge Acquisition for Cerebrospinal Fluid (CSF) Diagnosis.
Proceedings of the Artificial Intelligence Medicine, 1997

1996
Classification and prediction of hail using self-organizing neural networks.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

1995
Integration of neural networks with knowledge-based systems.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

Integration of Neural Networks and Knowledge-Based Systems in Medicine.
Proceedings of the Artificial Intelligence Medicine, 1995

1993
Knowledge Extraction from Artificial Neural Networks and Applications.
Proceedings of the Parallele Datenverarbeitung mit dem Transputer, 1993

1992
Selbstorganisierende Neuronale Netze auf Transputern.
Proceedings of the Parallele Datenverarbeitung mit dem Transputer, 1992

Knowledge Acquisition with Self-Organizing Neural Networks.
Proceedings of the 10th European Conference on Artificial Intelligence, 1992

1991
Wissensverarbeitung in neuronaler Architektur.
Proceedings of the Verteilte Künstliche Intelligenz und kooperatives Arbeiten, 1991

Neuronale Netze zur Unterstützung der Umweltforschung.
Proceedings of the Informatik für den Umweltschutz / Computer Science for Environmental Protection, 1991

Die Transformation experimenteller Verteilungen durch eine Self-Organizing Feature Map.
Proceedings of the Mustererkennung 1991, 1991

1990
Genetic Improvements of Feedforward Nets for Approximating Functions.
Proceedings of the Parallel Problem Solving from Nature, 1st Workshop, 1990

1987
Control for knowledge based information retrieval.
PhD thesis, 1987

KOFIS: Ein Expertensystem zur integrierten Dokumenten- und Wissensverwaltung.
Proceedings of the Expertensysteme '87: Konzepte und Werkzeuge, 1987


  Loading...