Fabian Mörchen

According to our database, Fabian Mörchen authored at least 44 papers between 2004 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Fair Effect Attribution in Parallel Online Experiments.

Alexander Buchholz, Vito Bellini, Giuseppe Di Benedetto, Yannik Stein, Matteo Ruffini, Fabian Moerchen

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

2020

Personalizing Natural Language Understanding using Multi-armed Bandits and Implicit Feedback.

Fabian Moerchen, Patrick Ernst, Giovanni Zappella

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2016

An efficient pattern mining approach for event detection in multivariate temporal data.

Iyad Batal, Gregory F. Cooper, Dmitriy Fradkin, James H. Harrison Jr., Fabian Moerchen, Milos Hauskrecht

Knowl. Inf. Syst., 2016

2015

Mining sequential patterns for classification.

Dmitriy Fradkin, Fabian Mörchen

Knowl. Inf. Syst., 2015

2014

Finding Robust Itemsets under Subsampling.

Nikolaj Tatti, Fabian Moerchen, Toon Calders

ACM Trans. Database Syst., 2014

Mining Compressing Sequential Patterns.

Hoang Thanh Lam, Fabian Mörchen, Dmitriy Fradkin, Toon Calders

Stat. Anal. Data Min., 2014

Log-based predictive maintenance.

Ruben Sipos, Dmitriy Fradkin, Fabian Mörchen, Zhuang Wang

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

2013

Finding Critical Thresholds for Defining Bursts in Event Logs.

Bibudh Lahiri, Ioannis Akrotirianakis, Fabian Moerchen

Trans. Large Scale Data Knowl. Centered Syst., 2013

Zips: mining compressing sequential patterns in streams.

Hoang Thanh Lam, Toon Calders, Jie Yang, Fabian Mörchen, Dmitriy Fradkin

Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics, 2013

2012

Scaling up Kernel SVM on Limited Resources: A Low-rank Linearization Approach.

Kai Zhang, Liang Lan, Zhuang Wang, Fabian Moerchen

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Inductive Kernel Low-rank Decomposition with Priors: A Generalized Nystrom Method

Kai Zhang, Liang Lan, Jun Liu, Andreas Rauber, Fabian Moerchen

CoRR, 2012

Patient-friendly detection of early peripheral arterial diseases (PAD) by budgeted sensor selection.

Qiaojun Wang, Kai Zhang, Ivan Marsic, John K.-J. Li, Fabian Moerchen

Proceedings of the 6th International Conference on Pervasive Computing Technologies for Healthcare, 2012

Mining recent temporal patterns for event detection in multivariate time series data.

Iyad Batal, Dmitriy Fradkin, James H. Harrison Jr., Fabian Moerchen, Milos Hauskrecht

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

2011

Efficient mining of all margin-closed itemsets with applications in temporal knowledge discovery and classification by compression.

Fabian Moerchen, Michael Thies, Alfred Ultsch

Knowl. Inf. Syst., 2011

Single pass text classification by direct feature weighting.

Hassan H. Malik, Dmitriy Fradkin, Fabian Mörchen

Knowl. Inf. Syst., 2011

Finding Robust Itemsets under Subsampling.

Nikolaj Tatti, Fabian Moerchen

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Finding Critical Thresholds for Defining Bursts.

Bibudh Lahiri, Ioannis Akrotirianakis, Fabian Moerchen

Proceedings of the Data Warehousing and Knowledge Discovery, 2011

2010

Hierarchical document clustering using local patterns.

Hassan H. Malik, John R. Kender, Dmitriy Fradkin, Fabian Mörchen

Data Min. Knowl. Discov., 2010

Robust Mining of Time Intervals with Semi-interval Partial Order Patterns.

Fabian Mörchen, Dmitriy Fradkin

Proceedings of the SIAM International Conference on Data Mining, 2010

2009

Multi-Version Music Search Using Acoustic Feature Union and Exact Soft Mapping.

Yi Yu, Kazuki Joe, Vincent Oria, Fabian Mörchen, J. Stephen Downie, Lei Chen

Int. J. Semantic Comput., 2009

Tutorial CIDM-T Temporal pattern mining in symbolic time point and time interval data.

Fabian Mörchen

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2009

2008

Maximum Common Binding Modes (MCBM): Consensus Docking Scoring Using Multiple Ligand Information and Interaction Fingerprints.

Steffen Renner, Swetlana Derksen, Sebastian Radestock, Fabian Mörchen

J. Chem. Inf. Model., 2008

COSIN: content-based retrieval system for cover songs.

Yi Yu, J. Stephen Downie, Fabian Mörchen, Lei Chen, Kazuki Joe, Vincent Oria

Proceedings of the 16th International Conference on Multimedia 2008, 2008

Anticipating annotations and emerging trends in biomedical literature.

Fabian Mörchen, Mathäus Dejori, Dmitriy Fradkin, Julien Etienne, Bernd Wachmann, Markus Bundschus

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Using Exact Locality Sensitive Mapping to Group and Detect Audio-Based Cover Songs.

Yi Yu, J. Stephen Downie, Fabian Mörchen, Lei Chen, Kazuki Joe

Proceedings of the Tenth IEEE International Symposium on Multimedia (ISM2008), 2008

Organic Pie Charts.

Fabian Mörchen

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Emerging Trend Prediction in Biomedical Literature.

Fabian Mörchen, Dmitriy Fradkin, Mathäus Dejori, Bernd Wachmann

Proceedings of the AMIA 2008, 2008

2007

Unsupervised pattern mining from symbolic temporal data.

Fabian Mörchen

SIGKDD Explor., 2007

Efficient mining of understandable patterns from multivariate interval time series.

Fabian Mörchen, Alfred Ultsch

Data Min. Knowl. Discov., 2007

Classification in music research.

Claus Weihs, Uwe Ligges, Fabian Mörchen, Daniel Müllensiefen

Adv. Data Anal. Classif., 2007

2006

Time series knowlegde mining.

Fabian Mörchen

PhD thesis, 2006

Modeling timbre distance with temporal statistics from polyphonic music.

Fabian Mörchen, Alfred Ultsch, Michael Thies, Ingo Lohken

IEEE Trans. Speech Audio Process., 2006

Understandable models Of music collections based on exhaustive feature generation with temporal statistics.

Fabian Mörchen, Ingo Mierswa, Alfred Ultsch

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Algorithms for time series knowledge mining.

Fabian Mörchen

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

An algorithm for fast and reliable ESOM learning.

Mario Nöcker, Fabian Mörchen, Alfred Ultsch

Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006

2005

Extracting interpretable muscle activation patterns with time series knowledge mining.

Fabian Mörchen, Alfred Ultsch, Olaf Hoos

Int. J. Knowl. Based Intell. Eng. Syst., 2005

Optimizing time series discretization for knowledge discovery.

Fabian Mörchen, Alfred Ultsch

Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

Databionic Visualization of Music Collections According to Perceptual Distance.

Fabian Mörchen, Alfred Ultsch, Mario Nöcker, Christian Stamm

Proceedings of the ISMIR 2005, 2005

Visual Mining in Music Collections.

Fabian Mörchen, Alfred Ultsch, Mario Nöcker, Christian Stamm

Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005

Finding Persisting States for Knowledge Discovery in Time Series.

Fabian Mörchen, Alfred Ultsch

Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005

2004

Analysis of speedup as function of block size and cluster size for parallel feed-forward neural networks on a Beowulf cluster.

Fabian Mörchen

IEEE Trans. Neural Networks, 2004

Discovering Interpretable Muscle Activation Patterns with the Temporal Data Mining Method.

Fabian Mörchen, Alfred Ultsch, Olaf Hoos

Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

Mining Hierarchical Temporal Patterns in Multivariate Time Series.

Fabian Mörchen, Alfred Ultsch

Proceedings of the KI 2004: Advances in Artificial Intelligence, 2004

Discovering Temporal Knowledge in Multivariate Time Series.

Fabian Mörchen, Alfred Ultsch

Proceedings of the Classification, 2004