Stephan Spiegel

According to our database, Stephan Spiegel authored at least 14 papers between 2009 and 2018.

Collaborative distances:

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

2018

Cost-Sensitive Learning for Predictive Maintenance.

Stephan Spiegel, Fabian Müller, Dorothea Wiesmann, John Bird

CoRR, 2018

2017

A Sliding Window Filter for Time Series Streams.

Gordon Lesti, Stephan Spiegel

Proceedings of the Workshop on IoT Large Scale Learning from Data Streams co-located with the 2017 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2017), 2017

2016

Time and Again: - Time Series Mining via Recurrence Quantification Analysis.

Stephan Spiegel, Norbert Marwan

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

2015

Time series distance measures: segmentation, classification, and clustering of temporal data.

Stephan Spiegel

PhD thesis, 2015

Dimension Reduction in Dissimilarity Spaces for Time Series Classification.

Brijnesh J. Jain, Stephan Spiegel

Proceedings of the Advanced Analysis and Learning on Temporal Data, 2015

Time Series Classification in Dissimilarity Spaces.

Brijnesh J. Jain, Stephan Spiegel

Proceedings of the 1st International Workshop on Advanced Analytics and Learning on Temporal Data, 2015

2014

Fast time series classification under lucky time warping distance.

Stephan Spiegel, Brijnesh Johannes Jain, Sahin Albayrak

Proceedings of the Symposium on Applied Computing, 2014

Energy disaggregation meets heating control.

Stephan Spiegel, Sahin Albayrak

Proceedings of the Symposium on Applied Computing, 2014

BestTime: Finding Representatives in Time Series Datasets.

Stephan Spiegel, David Schultz, Sahin Albayrak

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

2012

An Order-invariant Time Series Distance Measure - Position on Recent Developments in Time Series Analysis.

Stephan Spiegel, Sahin Albayrak

Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012

2011

Link Prediction on Evolving Data Using Tensor Factorization.

Stephan Spiegel, Jan Hendrik Clausen, Sahin Albayrak, Jérôme Kunegis

Proceedings of the New Frontiers in Applied Data Mining, 2011

MediaEval 2011 Affect Task: Violent Scene Detection combining audio and visual Features with SVM.

Esra Acar, Stephan Spiegel, Sahin Albayrak

Proceedings of the Working Notes Proceedings of the MediaEval 2011 Workshop, 2011

Pattern recognition in multivariate time series: dissertation proposal.

Stephan Spiegel, Brijnesh Johannes Jain, Ernesto William De Luca, Sahin Albayrak

Proceedings of the 4th workshop on Workshop for Ph.D. students in information & knowledge management, 2011

2009

Hydra: a hybrid recommender system [cross-linked rating and content information].

Stephan Spiegel, Jérôme Kunegis, Fang Li

Proceedings of the Proceeding of the ACM First International Workshop on Complex Networks Meet Information & Knowledge Management, 2009