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ORCIDPatrick Schäfer 0001
Person information
- affiliation: Humboldt University of Berlin, Department of Computer Science, Germany
- affiliation: Zuse Institute Berlin, Germany
Other persons with the same name
- Patrick Schäfer 0002 — Technische Universität München (TUM), Garching, Germany
- Patrick Schäfer 0003 — Oldenburg University, Germany
- Patrick Schäfer 0004 — Fachhochschule Erfurt, Germany
- Patrick Schäfer 0005 — Justus-Liebig-University Giessen, Germany
- Patrick Schäfer 0006 — Saarland University of Applied Sciences, Systems Neuroscience & Neurotechnology Unit, Mindscan Lab, Saarbrücken, Germany
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2020 – today
- 2024
[j16]Matthew Middlehurst, Patrick Schäfer, Anthony J. Bagnall:
Bake off redux: a review and experimental evaluation of recent time series classification algorithms. Data Min. Knowl. Discov. 38(4): 1958-2031 (2024)- [j15]Arik Ermshaus, Patrick Schäfer, Ulf Leser:
Raising the ClaSS of Streaming Time Series Segmentation. Proc. VLDB Endow. 17(8): 1953-1966 (2024) - [i11]Matthew Middlehurst, Ali Ismail-Fawaz, Antoine Guillaume, Christopher Holder, David Guijo-Rubio, Guzal Bulatova, Leonidas Tsaprounis, Lukasz Mentel, Martin Walter, Patrick Schäfer, Anthony J. Bagnall:
aeon: a Python toolkit for learning from time series. CoRR abs/2406.14231 (2024) - 2023
- [j14]Arik Ermshaus
, Patrick Schäfer, Ulf Leser:
ClaSP: parameter-free time series segmentation. Data Min. Knowl. Discov. 37(3): 1262-1300 (2023) - [j13]Patrick Schäfer, Ulf Leser:
WEASEL 2.0: a random dilated dictionary transform for fast, accurate and memory constrained time series classification. Mach. Learn. 112(12): 4763-4788 (2023) - [c12]Arik Ermshaus, Patrick Schäfer, Anthony J. Bagnall, Thomas Guyet, Georgiana Ifrim, Vincent Lemaire, Ulf Leser, Colin Leverger, Simon Malinowski:
Human Activity Segmentation Challenge @ ECML/PKDD'23. AALTD@ECML/PKDD 2023: 3-13 - [e2]Thomas Guyet, Georgiana Ifrim, Simon Malinowski, Anthony J. Bagnall, Patrick Schäfer, Vincent Lemaire:
Advanced Analytics and Learning on Temporal Data - 7th ECML PKDD Workshop, AALTD 2022, Grenoble, France, September 19-23, 2022, Revised Selected Papers. Lecture Notes in Computer Science 13812, Springer 2023, ISBN 978-3-031-24377-6 [contents] - [e1]Georgiana Ifrim, Romain Tavenard, Anthony J. Bagnall, Patrick Schäfer, Simon Malinowski, Thomas Guyet, Vincent Lemaire:
Advanced Analytics and Learning on Temporal Data - 8th ECML PKDD Workshop, AALTD 2023, Turin, Italy, September 18-22, 2023, Revised Selected Papers. Lecture Notes in Computer Science 14343, Springer 2023, ISBN 978-3-031-49895-4 [contents] - [i10]Patrick Schäfer, Ulf Leser:
WEASEL 2.0 - A Random Dilated Dictionary Transform for Fast, Accurate and Memory Constrained Time Series Classification. CoRR abs/2301.10194 (2023) - [i9]Matthew Middlehurst, Patrick Schäfer, Anthony J. Bagnall:
Bake off redux: a review and experimental evaluation of recent time series classification algorithms. CoRR abs/2304.13029 (2023) - [i8]Arik Ermshaus, Patrick Schäfer, Ulf Leser:
Raising the ClaSS of Streaming Time Series Segmentation. CoRR abs/2310.20431 (2023) - 2022
- [j12]Patrick Schäfer, Ulf Leser:
Motiflets - Simple and Accurate Detection of Motifs in Time Series. Proc. VLDB Endow. 16(4): 725-737 (2022) - [c11]Arik Ermshaus, Patrick Schäfer, Ulf Leser:
Window Size Selection in Unsupervised Time Series Analytics: A Review and Benchmark. AALTD@ECML/PKDD 2022: 83-101 - [i7]Patrick Schäfer, Ulf Leser:
Motiflets - Fast and Accurate Detection of Motifs in Time Series. CoRR abs/2206.03735 (2022) - [i6]Arik Ermshaus, Patrick Schäfer, Ulf Leser:
ClaSP - Parameter-free Time Series Segmentation. CoRR abs/2207.13987 (2022) - 2021
- [c10]Patrick Schäfer, Arik Ermshaus, Ulf Leser:
ClaSP - Time Series Segmentation. CIKM 2021: 1578-1587 - 2020
- [j11]Patrick Schäfer, Ulf Leser:
TEASER: early and accurate time series classification. Data Min. Knowl. Discov. 34(5): 1336-1362 (2020) - [i5]Felix Mujkanovic, Vanja Doskoc, Martin Schirneck, Patrick Schäfer, Tobias Friedrich:
timeXplain - A Framework for Explaining the Predictions of Time Series Classifiers. CoRR abs/2007.07606 (2020)
2010 – 2019
- 2019
- [j10]Houshang Darabi, Georgiana Ifrim, Patrick Schäfer, Diego Furtado Silva:
Guest editorial for special issue on time series classification. IEEE CAA J. Autom. Sinica 6(6): 1291-1292 (2019) - [c9]Stefan Sprenger, Patrick Schäfer, Ulf Leser:
BB-Tree: A practical and efficient main-memory index structure for multidimensional workloads. EDBT 2019: 169-180 - [c8]Stefan Sprenger, Patrick Schäfer, Ulf Leser:
BB-Tree: A Main-Memory Index Structure for Multidimensional Range Queries. ICDE 2019: 1566-1569 - [i4]Patrick Schäfer, Ulf Leser:
TEASER: Early and Accurate Time Series Classification. CoRR abs/1908.03405 (2019) - 2018
- [c7]Patrick Schäfer, Dirk Pflugmacher, Patrick Hostert, Ulf Leser:
Classifying Land Cover from Satellite Images Using Time Series Analytics. EDBT/ICDT Workshops 2018: 10-15 - [c6]Stefan Sprenger, Patrick Schäfer, Ulf Leser:
Multidimensional range queries on modern hardware. SSDBM 2018: 4:1-4:12 - [i3]Stefan Sprenger, Patrick Schäfer, Ulf Leser:
Multidimensional Range Queries on Modern Hardware. CoRR abs/1801.03644 (2018) - 2017
- [c5]Patrick Schäfer, Ulf Leser:
Benchmarking Univariate Time Series Classifiers. BTW 2017: 289-298 - [c4]Patrick Schäfer, Ulf Leser:
Fast and Accurate Time Series Classification with WEASEL. CIKM 2017: 637-646 - [i2]Patrick Schäfer, Ulf Leser:
Fast and Accurate Time Series Classification with WEASEL. CoRR abs/1701.07681 (2017) - [i1]Patrick Schäfer, Ulf Leser:
Multivariate Time Series Classification with WEASEL+MUSE. CoRR abs/1711.11343 (2017) - 2016
- [j9]Patrick Schäfer:
Scalable time series classification. Data Min. Knowl. Discov. 30(5): 1273-1298 (2016) - 2015
- [b1]Patrick Schäfer:
Scalable time series similarity search for data analytics. Humboldt University of Berlin, 2015 - [j8]Patrick Schäfer:
The BOSS is concerned with time series classification in the presence of noise. Data Min. Knowl. Discov. 29(6): 1505-1530 (2015) - 2014
- [j7]Richard Grunzke, Sebastian Breuers, Sandra Gesing, Sonja Herres-Pawlis, Martin Kruse, Dirk Blunk, Luis de la Garza, Lars Packschies, Patrick Schäfer, Charlotta Schärfe, Tobias Schlemmer, Thomas Steinke, Bernd Schuller, Ralph Müller-Pfefferkorn, René Jäkel, Wolfgang E. Nagel, Malcolm P. Atkinson, Jens Krüger:
Standards-based metadata management for molecular simulations. Concurr. Comput. Pract. Exp. 26(10): 1744-1759 (2014) - [j6]Patrick Schäfer:
Experiencing the Shotgun Distance for Time Series Analysis. Trans. Mach. Learn. Data Min. 7(1): 3-25 (2014) - [c3]Patrick Schäfer:
Towards Time Series Classification without Human Preprocessing. MLDM 2014: 228-242 - 2013
- [j5]Lars Packschies, Georg Birkenheuer, Dirk Blunk, Sebastian Breuers, André Brinkmann, Ines dos Santos Vieira, Gregor Fels, Sandra Gesing, Richard Grunzke, Sonja Herres-Pawlis, Oliver Kohlbacher, Jens Krüger, Martin Kruse, Ulrich Lang, Ralph Müller-Pfefferkorn, Patrick Schäfer, Tobias Schlemmer, Thomas Steinke, Klaus-Dieter Warzecha, Andreas Zink:
The MoSGrid - e-science gateway: molecular simulations in a distributed computing environment. J. Cheminformatics 5(S-1): 3 (2013) - 2012
- [j4]Sandra Gesing, Richard Grunzke, Jens Krüger, Georg Birkenheuer, Martin Wewior, Patrick Schäfer, Bernd Schuller, Johannes Schuster, Sonja Herres-Pawlis, Sebastian Breuers, Ákos Balaskó, Miklos Kozlovszky, Anna Szikszay Fabri, Lars Packschies, Péter Kacsuk, Dirk Blunk, Thomas Steinke, André Brinkmann, Gregor Fels, Ralph Müller-Pfefferkorn, René Jäkel, Oliver Kohlbacher:
A Single Sign-On Infrastructure for Science Gateways on a Use Case for Structural Bioinformatics. J. Grid Comput. 10(4): 769-790 (2012) - [j3]Georg Birkenheuer, Dirk Blunk, Sebastian Breuers, André Brinkmann, Ines dos Santos Vieira, Gregor Fels, Sandra Gesing, Richard Grunzke, Sonja Herres-Pawlis, Oliver Kohlbacher, Jens Krüger, Ulrich Lang, Lars Packschies, Ralph Müller-Pfefferkorn, Patrick Schäfer, Thomas Steinke, Klaus-Dieter Warzecha, Martin Wewior:
MoSGrid: efficient data management and a standardized data exchange format for molecular simulations in a grid environment. J. Cheminformatics 4(S-1): 21 (2012) - [c2]Patrick Schäfer, Mikael Högqvist:
SFA: a symbolic fourier approximation and index for similarity search in high dimensional datasets. EDBT 2012: 516-527 - 2011
- [j2]Georg Birkenheuer, Dirk Blunk, Sebastian Breuers, André Brinkmann, Ines dos Santos Vieira, Gregor Fels, Sandra Gesing, Richard Grunzke, Sonja Herres-Pawlis, Oliver Kohlbacher, Nico Kruber, Jens Krüger, Ulrich Lang, Lars Packschies, Ralph Müller-Pfefferkorn, Patrick Schäfer, Hans-Günther Schmalz, Thomas Steinke, Klaus-Dieter Warzecha, Martin Wewior:
MoSGrid - a molecular simulation grid as a new tool in computational chemistry, biology and material science. J. Cheminformatics 3(S-1): 14 (2011) - [j1]Jens Krüger, Georg Birkenheuer, Dirk Blunk, Sebastian Breuers, André Brinkmann, Gregor Fels, Sandra Gesing, Richard Grunzke, Oliver Kohlbacher, Nico Kruber, Ulrich Lang, Lars Packschies, Ralph Müller-Pfefferkorn, Sonja Herres-Pawlis, Patrick Schäfer, Hans-Günther Schmalz, Thomas Steinke, Klaus-Dieter Warzecha, Martin Wewior:
Molecular simulation grid. J. Cheminformatics 3(S-1): 17 (2011) - [c1]Sandra Gesing, Richard Grunzke, Ákos Balaskó, Georg Birkenheuer, Dirk Blunk, Sebastian Breuers, André Brinkmann, Gregor Fels, Sonja Herres-Pawlis, Péter Kacsuk, Miklos Kozlovszky, Jens Krüger, Lars Packschies, Patrick Schäfer, Bernd Schuller, Johannes Schuster, Thomas Steinke, Anna Szikszay Fabri, Martin Wewior, Ralph Müller-Pfefferkorn, Oliver Kohlbacher:
Granular Security for a Science Gateway in Structural Bioinformatics. IWSG-Life 2011
Coauthor Index
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last updated on 2024-10-07 22:20 CEST by the dblp team
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