Stephan Spiegel
Stephan Spiegel
Novartis Institutes for Biomedical Research
Verified email at novartis.com
Title
Cited by
Cited by
Year
Pattern recognition and classification for multivariate time series
S Spiegel, J Gaebler, A Lommatzsch, E De Luca, S Albayrak
Proceedings of the fifth international workshop on knowledge discovery from …, 2011
582011
Link prediction on evolving data using tensor factorization
S Spiegel, J Clausen, S Albayrak, J Kunegis
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 100-110, 2011
542011
Hydra: a hybrid recommender system [cross-linked rating and content information]
S Spiegel, J Kunegis, F Li
Proceedings of the 1st ACM international workshop on Complex networks meet …, 2009
372009
Approximation of diagonal line based measures in recurrence quantification analysis
D Schultz, S Spiegel, N Marwan, S Albayrak
Physics Letters A 379 (14-15), 997-1011, 2015
212015
Asymmetric learning vector quantization for efficient nearest neighbor classification in dynamic time warping spaces
BJ Jain, D Schultz
Pattern Recognition 76, 349-366, 2018
19*2018
A hybrid approach to recommender systems based on matrix factorization
S Spiegel
Department for Agent Technologies and Telecommunications, Technical …, 2009
162009
A recurrence plot-based distance measure
S Spiegel, JB Jain, S Albayrak
Translational Recurrences, 1-15, 2014
152014
Pattern recognition in multivariate time series: dissertation proposal
S Spiegel, BJ Jain, EW De Luca, S Albayrak
Proceedings of the 4th workshop on Workshop for Ph. D. students in …, 2011
132011
Fast time series classification under lucky time warping distance
S Spiegel, BJ Jain, S Albayrak
Proceedings of the 29th Annual ACM Symposium on Applied Computing, 71-78, 2014
122014
Energy disaggregation meets heating control
S Spiegel, S Albayrak
Proceedings of the 29th Annual ACM Symposium on Applied Computing, 559-566, 2014
112014
Detecting violent content in Hollywood movies by mid-level audio representations
E Acar, F Hopfgartner, S Albayrak
2013 11th International Workshop on Content-Based Multimedia Indexing (CBMI …, 2013
112013
An order-invariant time series distance measure
S Spiegel, S Albayrak
KDIR. SciTePress Digital Library, 2012
92012
Transfer learning for time series classification in dissimilarity spaces
S Spiegel
Proceedings of AALTD 2016: Second ECML/PKDD International Workshop on …, 2016
82016
Dimension Reduction in Dissimilarity Spaces for Time Series Classification
B Jain, S Spiegel
Advanced Analysis and Learning on Temporal Data (DOI: 10.1007/978-3-319 …, 2016
62016
Time series classification using compressed recurrence plots
T Michael, S Spiegel, S Albayrak
Proceedings of ECML-PKDD, 2015
62015
Discovery of driving behavior patterns
S Spiegel
Smart Information Systems, 315-343, 2015
62015
MediaEval 2011 Affect Task: Violent Scene Detection combining audio and visual Features with SVM.
E Acar, S Spiegel, S Albayrak, DAI Labor
MediaEval, 2011
62011
Approximate recurrence quantification analysis (arqa) in code of best practice
S Spiegel, D Schultz, N Marwan
Recurrence Plots and Their Quantifications: Expanding Horizons, 113-136, 2016
52016
Time Series Classification in Dissimilarity Spaces.
BJ Jain, S Spiegel
AALTD@ PKDD/ECML, 2015
52015
Cost-sensitive learning for predictive maintenance
S Spiegel, F Mueller, D Weismann, J Bird
arXiv preprint arXiv:1809.10979, 2018
42018
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