Patrick Schäfer

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 28

Top Venues

CoRR

Data Min. Knowl. Discov.

Proc. VLDB Endow.

AALTD@ECML/PKDD

Humboldt University of Berlin (PHD)

Education History

Humboldt University of Berlin

PHD

Publications

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 (2024)
Arik Ermshaus, Patrick Schäfer, Ulf Leser
Raising the ClaSS of Streaming Time Series Segmentation. Proc. VLDB Endow. 17 (8) (2024)
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) (2024)
Arik Ermshaus, Patrick Schäfer, Ulf Leser
ClaSP: parameter-free time series segmentation. Data Min. Knowl. Discov. 37 (3) (2023)
Patrick Schäfer, Ulf Leser
WEASEL 2.0 - A Random Dilated Dictionary Transform for Fast, Accurate and Memory Constrained Time Series Classification. CoRR (2023)
Matthew Middlehurst, Patrick Schäfer, Anthony J. Bagnall
Bake off redux: a review and experimental evaluation of recent time series classification algorithms. CoRR (2023)
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) (2023)
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)
Arik Ermshaus, Patrick Schäfer, Ulf Leser
Raising the ClaSS of Streaming Time Series Segmentation. CoRR (2023)
Patrick Schäfer, Ulf Leser
Motiflets - Fast and Accurate Detection of Motifs in Time Series. CoRR (2022)
Patrick Schäfer, Ulf Leser
Motiflets - Simple and Accurate Detection of Motifs in Time Series. Proc. VLDB Endow. 16 (4) (2022)
Arik Ermshaus, Patrick Schäfer, Ulf Leser
ClaSP - Parameter-free Time Series Segmentation. CoRR (2022)
Arik Ermshaus, Patrick Schäfer, Ulf Leser
Window Size Selection in Unsupervised Time Series Analytics: A Review and Benchmark. AALTD@ECML/PKDD (2022)
Patrick Schäfer, Arik Ermshaus, Ulf Leser
ClaSP - Time Series Segmentation. CIKM (2021)
Patrick Schäfer, Ulf Leser
TEASER: early and accurate time series classification. Data Min. Knowl. Discov. 34 (5) (2020)
Felix Mujkanovic, Vanja Doskoc, Martin Schirneck, Patrick Schäfer, Tobias Friedrich
timeXplain - A Framework for Explaining the Predictions of Time Series Classifiers. CoRR (2020)
Patrick Schäfer, Ulf Leser
TEASER: Early and Accurate Time Series Classification. CoRR (2019)
Stefan Sprenger, Patrick Schäfer, Ulf Leser
BB-Tree: A practical and efficient main-memory index structure for multidimensional workloads. EDBT (2019)
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) (2019)
Stefan Sprenger, Patrick Schäfer, Ulf Leser
BB-Tree: A Main-Memory Index Structure for Multidimensional Range Queries. ICDE (2019)
Stefan Sprenger, Patrick Schäfer, Ulf Leser
Multidimensional range queries on modern hardware. SSDBM (2018)
Patrick Schäfer, Dirk Pflugmacher, Patrick Hostert, Ulf Leser
Classifying Land Cover from Satellite Images Using Time Series Analytics. EDBT/ICDT Workshops (2018)
Stefan Sprenger, Patrick Schäfer, Ulf Leser
Multidimensional Range Queries on Modern Hardware. CoRR (2018)
Patrick Schäfer, Ulf Leser
Fast and Accurate Time Series Classification with WEASEL. CIKM (2017)
Patrick Schäfer, Ulf Leser
Benchmarking Univariate Time Series Classifiers. BTW (2017)
Patrick Schäfer, Ulf Leser
Multivariate Time Series Classification with WEASEL+MUSE. CoRR (2017)
Patrick Schäfer, Ulf Leser
Fast and Accurate Time Series Classification with WEASEL. CoRR (2017)
Patrick Schäfer
Scalable time series classification. Data Min. Knowl. Discov. 30 (5) (2016)
Patrick Schäfer
The BOSS is concerned with time series classification in the presence of noise. Data Min. Knowl. Discov. 29 (6) (2015)
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) (2014)
Patrick Schäfer
Towards Time Series Classification without Human Preprocessing. MLDM (2014)
Patrick Schäfer
Experiencing the Shotgun Distance for Time Series Analysis. Trans. Mach. Learn. Data Min. 7 (1) (2014)
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) (2013)
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) (2012)
Patrick Schäfer, Mikael Högqvist
SFA: a symbolic fourier approximation and index for similarity search in high dimensional datasets. EDBT (2012)
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) (2012)
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) (2011)
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) (2011)
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)

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Publication Activity (10 Years)

Top Topics

Top Venues

Patrick Schäfer