2008 |
28 | EE | Lutz Herrmann,
Alfred Ultsch:
The Architecture of Ant-Based Clustering to Improve Topographic Mapping.
ANTS Conference 2008: 379-386 |
27 | EE | Lutz Herrmann,
Alfred Ultsch:
Explaining Ant-Based Clustering on the basis of Self-Organizing Maps.
ESANN 2008: 215-220 |
2007 |
26 | | Alfred Ultsch:
U*C: Distance and Density Clustering based on Grid Projections.
LWA 2007: 81-86 |
25 | EE | Fabian Mörchen,
Alfred Ultsch:
Efficient mining of understandable patterns from multivariate interval time series.
Data Min. Knowl. Discov. 15(2): 181-215 (2007) |
2006 |
24 | EE | Mario Nöcker,
Fabian Mörchen,
Alfred Ultsch:
An algorithm for fast and reliable ESOM learning.
ESANN 2006: 131-136 |
23 | EE | Fabian Mörchen,
Ingo Mierswa,
Alfred Ultsch:
Understandable models Of music collections based on exhaustive feature generation with temporal statistics.
KDD 2006: 882-891 |
22 | EE | 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 |
21 | EE | Alfred Ultsch,
Lutz Herrmann:
The architecture of emergent self-organizing maps to reduce projection errors.
ESANN 2005: 1-6 |
20 | EE | Fabian Mörchen,
Alfred Ultsch,
Mario Nöcker,
Christian Stamm:
Databionic Visualization of Music Collections According to Perceptual Distance.
ISMIR 2005: 396-403 |
19 | EE | Fabian Mörchen,
Alfred Ultsch:
Optimizing time series discretization for knowledge discovery.
KDD 2005: 660-665 |
18 | | Alfred Ultsch:
U*C: Self-organized Clustering with Emergent Feature Maps.
LWA 2005: 240-244 |
17 | EE | Fabian Mörchen,
Alfred Ultsch,
Olaf Hoos:
Extracting interpretable muscle activation patterns with time series knowledge mining.
KES Journal 9(3): 197-208 (2005) |
2004 |
16 | EE | Alfred Ultsch,
David Kämpf:
Knowledge discovery in DNA microarray data of cancer patients with emergent self organizing maps.
ESANN 2004: 501-506 |
15 | EE | Fabian Mörchen,
Alfred Ultsch:
Mining Hierarchical Temporal Patterns in Multivariate Time Series.
KI 2004: 127-140 |
14 | EE | Fabian Mörchen,
Alfred Ultsch,
Olaf Hoos:
Discovering Interpretable Muscle Activation Patterns with the Temporal Data Mining Method.
PKDD 2004: 512-514 |
2002 |
13 | EE | 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,
T. 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 | EE | Alfred Ultsch:
A Neural Network Learning Relative Distances.
IJCNN (5) 2000: 553-558 |
1999 |
10 | EE | 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 |