Alfred Ultsch

	2009
41		Lutz Herrmann, Alfred Ultsch: Clustering with Swarm Algorithms Compared to Emergent SOM. WSOM 2009: 80-88
	2008
40		Lutz Herrmann, Alfred Ultsch: The Architecture of Ant-Based Clustering to Improve Topographic Mapping. ANTS Conference 2008: 379-386
39		Lutz Herrmann, Alfred Ultsch: Explaining Ant-Based Clustering on the basis of Self-Organizing Maps. ESANN 2008: 215-220
	2007
38		Lutz Herrmann, Alfred Ultsch: An Artificial Life Approach for Semi-supervised Learning. GfKl 2007: 139-146
37		Martin Behnisch, Alfred Ultsch: Urban Data Mining Using Emergent SOM. GfKl 2007: 311-318
36		Pascal Lehwark, Sebastian Risi, Alfred Ultsch: Visualization and Clustering of Tagged Music Data. GfKl 2007: 673-680
35		Alfred Ultsch: U*C: Distance and Density Clustering based on Grid Projections. LWA 2007: 81-86
34		Fabian Mörchen, Alfred Ultsch: Efficient mining of understandable patterns from multivariate interval time series. Data Min. Knowl. Discov. 15(2): 181-215 (2007)
	2006
33		Mario Nöcker, Fabian Mörchen, Alfred Ultsch: An algorithm for fast and reliable ESOM learning. ESANN 2006: 131-136
32		Nguyen 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: 289-296
31		Fabian Mörchen, Ingo Mierswa, Alfred Ultsch: Understandable models Of music collections based on exhaustive feature generation with temporal statistics. KDD 2006: 882-891
30		Fabian Mörchen, Alfred Ultsch, Michael Thies, Ingo Lohken: Modeling timbre distance with temporal statistics from polyphonic music. IEEE Transactions on Audio, Speech & Language Processing 14(1): 81-90 (2006)
	2005
29		Alfred Ultsch, Lutz Herrmann: The architecture of emergent self-organizing maps to reduce projection errors. ESANN 2005: 1-6
28		Fabian Mörchen, Alfred Ultsch: Finding Persisting States for Knowledge Discovery in Time Series. GfKl 2005: 278-285
27		David Kämpf, Alfred Ultsch: An Overview of Artificial Life Approaches for Clustering. GfKl 2005: 486-493
26		Alfred Ultsch: UnitExpressions: A Rational Normalization Scheme for DNA Microarray Data. GfKl 2005: 678-683
25		Fabian Mörchen, Alfred Ultsch, Mario Nöcker, Christian Stamm: Visual Mining in Music Collections. GfKl 2005: 724-731
24		Fabian Mörchen, Alfred Ultsch, Mario Nöcker, Christian Stamm: Databionic Visualization of Music Collections According to Perceptual Distance. ISMIR 2005: 396-403
23		Fabian Mörchen, Alfred Ultsch: Optimizing time series discretization for knowledge discovery. KDD 2005: 660-665
22		Alfred Ultsch: U*C: Self-organized Clustering with Emergent Feature Maps. LWA 2005: 240-244
21		Fabian Mörchen, Alfred Ultsch, Olaf Hoos: Extracting interpretable muscle activation patterns with time series knowledge mining. KES Journal 9(3): 197-208 (2005)
	2004
20		Alfred Ultsch, David Kämpf: Knowledge discovery in DNA microarray data of cancer patients with emergent self organizing maps. ESANN 2004: 501-506
19		Alfred Ultsch: Density Estimation and Visualization for Data Containing Clusters of Unknown Structure. GfKl 2004: 232-239
18		Fabian Mörchen, Alfred Ultsch: Discovering Temporal Knowledge in Multivariate Time Series. GfKl 2004: 272-279
17		Katrin Kupas, Alfred Ultsch: Data Mining in Protein Binding Cavities. GfKl 2004: 354-361
16		Alfred Ultsch: Improving the Identification of Differentially Expressed Genes in cDNA Microarray Experiments. GfKl 2004: 378-385
15		Fabian Mörchen, Alfred Ultsch: Mining Hierarchical Temporal Patterns in Multivariate Time Series. KI 2004: 127-140
14		Fabian Mörchen, Alfred Ultsch, Olaf Hoos: Discovering Interpretable Muscle Activation Patterns with the Temporal Data Mining Method. PKDD 2004: 512-514
	2002
13		Alfred Ultsch, Frank Röske: Self-organizing feature maps predicting sea levels. Inf. Sci. 144(1-4): 91-125 (2002)
	2001
12		Gabriela Guimarães, J.-H. Peter, Thomas Penzel, Alfred Ultsch: A method for automated temporal knowledge acquisition applied to sleep-related breathing disorders. Artificial Intelligence in Medicine 23(3): 211-237 (2001)
	2000
11		Alfred Ultsch: A Neural Network Learning Relative Distances. IJCNN (5) 2000: 553-558
	1999
10		Gabriela Guimarães, Alfred Ultsch: A Method for Temporal Knowledge Conversion. IDA 1999: 369-382
	1997
9		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: 110-121
	1995
8		Alfred Ultsch, Dieter Korus, T. O. Kleine: Integration of Neural Networks and Knowledge-Based Systems in Medicine. AIME 1995: 425-426
	1992
7		Alfred Ultsch: Knowledge Acquisition with Self-Organizing Neural Networks. ECAI 1992: 208-210
6		Alfred Ultsch, Gabriela Guimarães, Dieter Korus, Heng Li: Selbstorganisierende Neuronale Netze auf Transputern. Transputer-Anwender-Treffen 1992: 194-203
	1991
5		Alfred Ultsch, Günter Halmans, Kira Schulz: Die Transformation experimenteller Verteilungen durch eine Self-Organizing Feature Map. DAGM-Symposium 1991: 207-214
4		Alfred Ultsch, H. Peter Siemon, Günter Halmans: Neuronale Netze zur Unterstützung der Umweltforschung. Informatik für den Umweltschutz 1991: 296-302
3		Günther Palm, Ulrich Rückert, Alfred Ultsch: Wissensverarbeitung in neuronaler Architektur. Wissensbasierte Systeme 1991: 508-518
	1990
2		Klaus-Uwe Höffgen, H. Peter Siemon, Alfred Ultsch: Genetic Improvements of Feedforward Nets for Approximating Functions. PPSN 1990: 302-306
	1987
1		Hans-Jürgen Appelrath, Martin Ester, Heinrich Jasper, Alfred Ultsch: KOFIS: Ein Expertensystem zur integrierten Dokumenten- und Wissensverwaltung. Expertensysteme 1987: 1-18

Coauthor Index

1	Hans-Jürgen Appelrath	[1]
2	Martin Behnisch	[32] [37]
3	Martin Ester	[1]
4	S. Farsch	[9]
5	Gabriela Guimarães	[6] [9] [10] [12]
6	Günter Halmans	[4] [5]
7	Lutz Herrmann	[29] [38] [39] [40] [41]
8	Klaus-Uwe Höffgen	[2]
9	Olaf Hoos	[14] [21]
10	Heinrich Jasper	[1]
11	David Kämpf	[20] [27]
12	T. O. Kleine	[8] [9]
13	Dieter Korus	[6] [8] [9]
14	Katrin Kupas	[17]
15	Pascal Lehwark	[36]
16	Heng Li	[6]
17	Ingo Lohken	[30]
18	Ingo Mierswa	[31]
19	Fabian Mörchen	[14] [15] [18] [21] [23] [24] [25] [28] [30] [31] [33] [34]
20	Mario Nöcker	[24] [25] [33]
21	Günther Palm	[3]
22	Thomas Penzel	[12]
23	J.-H. Peter	[12]
24	W. Pietzuch	[9]
25	Sebastian Risi	[36]
26	Frank Röske	[13]
27	Ulrich Rückert	[3]
28	Kira Schulz	[5]
29	H. Peter Siemon	[2] [4]
30	J. Simon	[9]
31	Christian Stamm	[24] [25]
32	Michael Thies	[30]
33	Nguyen Thinh	[32]

Colors in the list of coauthors