Fabian Mörchen

Publication Activity (10 Years)

Years Active: 2004-2015
Publications (10 Years): 1

Top Venues

Stat. Anal. Data Min.

IDEA@KDD

KDD

Knowl. Inf. Syst.

University of Marburg (PHD)

Education History

University of Marburg

PHD

Publications

Dmitriy Fradkin, Fabian Mörchen
Mining sequential patterns for classification. Knowl. Inf. Syst. 45 (3) (2015)
Ruben Sipos, Dmitriy Fradkin, Fabian Mörchen, Zhuang Wang
Log-based predictive maintenance. KDD (2014)
Hoang Thanh Lam, Fabian Mörchen, Dmitriy Fradkin, Toon Calders
Mining Compressing Sequential Patterns. Stat. Anal. Data Min. 7 (1) (2014)
Hoang Thanh Lam, Toon Calders, Jie Yang, Fabian Mörchen, Dmitriy Fradkin
Zips: mining compressing sequential patterns in streams. IDEA@KDD (2013)
Hassan H. Malik, Dmitriy Fradkin, Fabian Mörchen
Single pass text classification by direct feature weighting. Knowl. Inf. Syst. 28 (1) (2011)
Fabian Mörchen, Dmitriy Fradkin
Robust Mining of Time Intervals with Semi-interval Partial Order Patterns. SDM (2010)
Hassan H. Malik, John R. Kender, Dmitriy Fradkin, Fabian Mörchen
Hierarchical document clustering using local patterns. Data Min. Knowl. Discov. 21 (1) (2010)
Yi Yu, Kazuki Joe, Vincent Oria, Fabian Mörchen, J. Stephen Downie, Lei Chen
Multi-Version Music Search Using Acoustic Feature Union and Exact Soft Mapping. Int. J. Semantic Comput. 3 (2) (2009)
Fabian Mörchen
Tutorial CIDM-T Temporal pattern mining in symbolic time point and time interval data. CIDM (2009)
Yi Yu, J. Stephen Downie, Fabian Mörchen, Lei Chen, Kazuki Joe
Using Exact Locality Sensitive Mapping to Group and Detect Audio-Based Cover Songs. ISM (2008)
Steffen Renner, Swetlana Derksen, Sebastian Radestock, Fabian Mörchen
Maximum Common Binding Modes (MCBM): Consensus Docking Scoring Using Multiple Ligand Information and Interaction Fingerprints. J. Chem. Inf. Model. 48 (2) (2008)
Yi Yu, J. Stephen Downie, Fabian Mörchen, Lei Chen, Kazuki Joe, Vincent Oria
COSIN: content-based retrieval system for cover songs. ACM Multimedia (2008)
Fabian Mörchen, Mathäus Dejori, Dmitriy Fradkin, Julien Etienne, Bernd Wachmann, Markus Bundschus
Anticipating annotations and emerging trends in biomedical literature. KDD (2008)
Fabian Mörchen
Organic Pie Charts. ICDM (2008)
Fabian Mörchen, Dmitriy Fradkin, Mathäus Dejori, Bernd Wachmann
Emerging Trend Prediction in Biomedical Literature. AMIA (2008)
Fabian Mörchen, Alfred Ultsch
Efficient mining of understandable patterns from multivariate interval time series. Data Min. Knowl. Discov. 15 (2) (2007)
Claus Weihs, Uwe Ligges, Fabian Mörchen, Daniel Müllensiefen
Classification in music research. Adv. Data Anal. Classif. 1 (3) (2007)
Fabian Mörchen
Unsupervised pattern mining from symbolic temporal data. SIGKDD Explor. 9 (1) (2007)
Fabian Mörchen
Algorithms for time series knowledge mining. KDD (2006)
Mario Nöcker, Fabian Mörchen, Alfred Ultsch
An algorithm for fast and reliable ESOM learning. ESANN (2006)
Fabian Mörchen, Alfred Ultsch, Michael Thies, Ingo Lohken
Modeling timbre distance with temporal statistics from polyphonic music. IEEE Trans. Speech Audio Process. 14 (1) (2006)
Fabian Mörchen, Ingo Mierswa, Alfred Ultsch
Understandable models Of music collections based on exhaustive feature generation with temporal statistics. KDD (2006)
Fabian Mörchen, Alfred Ultsch, Mario Nöcker, Christian Stamm
Databionic Visualization of Music Collections According to Perceptual Distance. ISMIR (2005)
Fabian Mörchen, Alfred Ultsch, Mario Nöcker, Christian Stamm
Visual Mining in Music Collections. GfKl (2005)
Fabian Mörchen, Alfred Ultsch, Olaf Hoos
Extracting interpretable muscle activation patterns with time series knowledge mining. Int. J. Knowl. Based Intell. Eng. Syst. 9 (3) (2005)
Fabian Mörchen, Alfred Ultsch
Optimizing time series discretization for knowledge discovery. KDD (2005)
Fabian Mörchen, Alfred Ultsch
Finding Persisting States for Knowledge Discovery in Time Series. GfKl (2005)
Fabian Mörchen, Alfred Ultsch
Mining Hierarchical Temporal Patterns in Multivariate Time Series. KI (2004)
Fabian Mörchen, Alfred Ultsch
Discovering Temporal Knowledge in Multivariate Time Series. GfKl (2004)
Fabian Mörchen
Analysis of speedup as function of block size and cluster size for parallel feed-forward neural networks on a Beowulf cluster. IEEE Trans. Neural Networks 15 (2) (2004)
Fabian Mörchen, Alfred Ultsch, Olaf Hoos
Discovering Interpretable Muscle Activation Patterns with the Temporal Data Mining Method. PKDD (2004)

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Publication Activity (10 Years)

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Fabian Mörchen