Stephan Spiegel

Most-cited papers

1. Pattern recognition and classification for multivariate time series

   Stephan Spiegel, J. Gaebler, A. Lommatzsch, E. D. De Luca +1 more

   2011SensorKDD '1176 citations

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2. Link Prediction on Evolving Data Using Tensor Factorization

   Stephan Spiegel, J. Clausen, S. Albayrak, Jérôme Kunegis

   2011PAKDD Workshops57 citations

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3. Approximation of diagonal line based measures in recurrence quantification analysis

   David Schultz, Stephan Spiegel, N. Marwan, S. Albayrak

   201537 citations Open access

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

   Stephan Spiegel, Jérôme Kunegis, Fang Li

   2009CIKM-CNIKM32 citations

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5. A Recurrence Plot-Based Distance Measure

   Stephan Spiegel, J. Jain, S. Albayrak

   201421 citations

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6. Cost-Sensitive Learning for Predictive Maintenance

   Stephan Spiegel, Fabian Mueller, Dorothea Weismann, J. Bird

   2018arXiv.org20 citations

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7. Approximate Recurrence Quantification Analysis (aRQA) in Code of Best Practice

   Stephan Spiegel, David Schultz, N. Marwan

   201614 citations

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8. Fast time series classification under lucky time warping distance

   Stephan Spiegel, Brijnesh J. Jain, S. Albayrak

   2014ACM Symposium on Applied Computing12 citations

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9. Biomarker-Based Classification and Localization of Renal Lesions Using Learned Representations of Histology—A Machine Learning Approach to Histopathology

   C. Freyre, Stephan Spiegel, Caroline Gubser Keller, Marc Vandemeulebroecke +5 more

   2021Toxicologic pathology (Print)10 citations

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10. A Sliding Window Filter for Time Series Streams

    Gordon Lesti, Stephan Spiegel

    2017IOTSTREAMING@PKDD/ECML10 citations

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11. Discovery of Driving Behavior Patterns

    Stephan Spiegel

    201510 citations

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12. Energy disaggregation meets heating control

    Stephan Spiegel, S. Albayrak

    2014ACM Symposium on Applied Computing10 citations

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13. Dimension Reduction in Dissimilarity Spaces for Time Series Classification

    Brijnesh J. Jain, Stephan Spiegel

    2015AALTD@PKDD/ECML9 citations

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14. Time Series Classification in Dissimilarity Spaces

    Brijnesh J. Jain, Stephan Spiegel

    2015AALTD@PKDD/ECML9 citations

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15. Time Series Classification using Compressed Recurrence Plots

    Thilo Michael, Stephan Spiegel, S. Albayrak

    20159 citations

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

    Stephan Spiegel, S. Albayrak

    2012International Conference on Knowledge Discovery and Information Retrieval9 citations Open access

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

    Esra Acar, Stephan Spiegel, S. Albayrak

    2011MediaEval Benchmarking Initiative for Multimedia Evaluation9 citations

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18. Metadata-Guided Visual Representation Learning for Biomedical Images

    Stephan Spiegel, I. Hossain, Christopher Ball, Xian Zhang

    2019bioRxiv8 citations Open access

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

    Stephan Spiegel

    2015DepositOnce7 citations Open access

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20. Pattern recognition in multivariate time series: dissertation proposal

    Stephan Spiegel, Brijnesh J. Jain, E. D. De Luca, S. Albayrak

    2011Ph.D. Workshop on Information and Knowledge Management7 citations

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21. Optimization of In-House Energy Demand

    Stephan Spiegel

    20155 citations

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22. BestTime: Finding Representatives in Time Series Datasets

    Stephan Spiegel, David Schultz, S. Albayrak

    2014ECML/PKDD4 citations Open access

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23. High-content cellular screen image analysis benchmark study

    M. Bray, Antoine de Weck, Eric Y. Durand, Jian Fang +5 more

    2022bioRxiv3 citations Open access

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

    Stephan Spiegel, N. Marwan

    2016ECML/PKDD3 citations

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25. MatArcs : An Exploratory Data Analysis of Recurring Patterns in Multivariate Time Series

    J. Gaebler, Stephan Spiegel, S. Albayrak

    20122 citations

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