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Fabian Moerchen
Fabian Moerchen
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Document clustering that applies a locality sensitive hashing function to a feature vector to obtain a limited set of candidate clusters
K Brinker, F Moerchen, B Glomann, C Neubauer
US Patent 7,797,265, 2010
3382010
ESOM-Maps: Tools for clustering, visualization, and classification with Emergent SOM
A Ultsch, F Moerchen
Dept. of Mathematics and Computer Science, 2005
2912005
Time series feature extraction for data mining using DWT and DFT
F Moerchen
Dept. of Mathematics and Computer Science, 2003
2662003
Log-based predictive maintenance
R Sipos, D Fradkin, F Moerchen, Z Wang
Proceedings of the 20th ACM SIGKDD international conference on knowledge …, 2014
2402014
Mining recent temporal patterns for event detection in multivariate time series data
I Batal, D Fradkin, J Harrison, F Moerchen, M Hauskrecht
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
2082012
Scaling up kernel SVM on limited resources: A low-rank linearization approach
K Zhang, L Lan, Z Wang, F Moerchen
Artificial intelligence and statistics, 1425-1434, 2012
1742012
Optimizing time series discretization for knowledge discovery
F Moerchen, A Ultsch
Proceedings of the 11th ACM SIGKDD International Conference on Knowledge …, 2005
1652005
Mining Compressing Sequential Patterns
TL Hoang, F Moerchen, D Fradkin, T Calders
Proc. SIAM Int. Conf. on Data Mining, 319-330, 2012
148*2012
Time series knowledge mining
F Moerchen
Görich & Weiershäuser, 2006
1292006
Efficient mining of understandable patterns from multivariate interval time series
F Moerchen, A Ultsch
Data Mining and Knowledge Discovery 15 (2), 181-215, 2007
1232007
Method and system for multi-component heart and aorta modeling for decision support in cardiac disease
RI Ionasec, P Sharma, B Georgescu, A Torzhkov, F Moerchen, ...
US Patent 8,527,251, 2013
1162013
Unsupervised pattern mining from symbolic temporal data
F Moerchen
ACM SIGKDD Explorations Newsletter 9 (1), 41-55, 2007
1152007
Algorithms for time series knowledge mining
F Moerchen
Proceedings of the 12th ACM SIGKDD International Conference on Knowledge …, 2006
1102006
Databionic visualization of music collections according to perceptual distance
F Moerchen, A Ultsch, M Noecker, C Stamm
Proceedings 6th International Conference on Music Information Retrieval …, 2005
982005
Robust mining of time intervals with semi-interval partial order patterns
F Mörchen, D Fradkin
Proceedings of the 2010 SIAM international conference on data mining, 315-326, 2010
942010
Modeling timbre distance with temporal statistics from polyphonic music
F Moerchen, A Ultsch, M Thies, I Loehken
Audio, Speech, and Language Processing, IEEE Transactions on 14 (1), 81-90, 2006
912006
Mining sequential patterns for classification
D Fradkin, F Mörchen
Knowledge and Information Systems 45, 731-749, 2015
872015
Classification in music research
C Weihs, U Ligges, F Moerchen, D Muellensiefen
Advances in Data Analysis and Classification 1 (3), 255-291, 2007
782007
Anticipating annotations and emerging trends in biomedical literature
F Moerchen, M Dejori, D Fradkin, J Etienne, B Wachmann, M Bundschus
Proceeding of the 14th ACM SIGKDD International Conference on Knowledge …, 2008
602008
An efficient pattern mining approach for event detection in multivariate temporal data
I Batal, GF Cooper, D Fradkin, J Harrison, F Moerchen, M Hauskrecht
Knowledge and information systems 46, 115-150, 2016
582016
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