Patrick Schäfer

54 papers A* 2A 2B 3Misc 1Journal 34Unranked 7
YearRankTypeTitle / Venue / Authors
2026 — ed.
Advanced Analytics and Learning on Temporal Data - 10th ECML PKDD Workshop, AALTD 2025, Porto, Portugal, September 19, 2025, Revised Selected Papers
AALTD@ECML/PKDD
Vincent Lemaire, Georgiana Ifrim, Anthony J. Bagnall, Simon Malinowski, Patrick Schäfer, Romain Tavenard
2025 — ed.
Advanced Analytics and Learning on Temporal Data - 9th ECML PKDD Workshop, AALTD 2024, Vilnius, Lithuania, September 9-13, 2024, Revised Selected Papers
AALTD@ECML/PKDD
Vincent Lemaire, Georgiana Ifrim, Anthony J. Bagnall, Thomas Guyet, Simon Malinowski, Patrick Schäfer, Romain Tavenard
2025 J jnl
CLaP - State Detection from Time Series.
CoRR
Arik Ermshaus, Patrick Schäfer, Ulf Leser
2025 J jnl
CLaP - State Detection from Time Series.
Proc. VLDB Endow.
Arik Ermshaus, Patrick Schäfer, Ulf Leser
2025 A* conf
Fast and Exact Similarity Search in Less than a Blink of an Eye.
ICDE
Patrick Schäfer, Jakob Brand, Ulf Leser, Botao Peng, Themis Palpanas
2025 — conf
MotiPlus and MotiSet: Discovering the Best Set of Motiflets in Time Series.
ECML/PKDD (7)
Len Feremans, Patrick Schäfer, Wannes Meert
2024 J jnl
Bake off redux: a review and experimental evaluation of recent time series classification algorithms.
Data Min. Knowl. Discov.
Matthew Middlehurst, Patrick Schäfer, Anthony J. Bagnall
2024 J jnl
Correction: Bake off redux: a review and experimental evaluation of recent time series classification algorithms.
Data Min. Knowl. Discov.
Matthew Middlehurst, Patrick Schäfer, Anthony J. Bagnall
2024 J jnl
Discovering Leitmotifs in Multidimensional Time Series.
CoRR
Patrick Schäfer, Ulf Leser
2024 J jnl
Discovering Leitmotifs in Multidimensional Time Series.
Proc. VLDB Endow.
Patrick Schäfer, Ulf Leser
2024 J jnl
Fast and Exact Similarity Search in less than a Blink of an Eye.
CoRR
Patrick Schäfer, Jakob Brand, Ulf Leser, Botao Peng, Themis Palpanas
2024 — conf
Multivariate Human Activity Segmentation: Systematic Benchmark with ClaSP.
AALTD@ECML/PKDD
Arik Ermshaus, Patrick Schäfer, Ulf Leser
2024 J jnl
Raising the ClaSS of Streaming Time Series Segmentation.
Proc. VLDB Endow.
Arik Ermshaus, Patrick Schäfer, Ulf Leser
2024 J jnl
aeon: a Python Toolkit for Learning from Time Series.
J. Mach. Learn. Res.
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
2024 J jnl
aeon: a Python toolkit for learning from time series.
CoRR
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
2023 — ed.
Advanced Analytics and Learning on Temporal Data - 7th ECML PKDD Workshop, AALTD 2022, Grenoble, France, September 19-23, 2022, Revised Selected Papers
AALTD@ECML/PKDD
Thomas Guyet, Georgiana Ifrim, Simon Malinowski, Anthony J. Bagnall, Patrick Schäfer, Vincent Lemaire
2023 — ed.
Advanced Analytics and Learning on Temporal Data - 8th ECML PKDD Workshop, AALTD 2023, Turin, Italy, September 18-22, 2023, Revised Selected Papers
AALTD@ECML/PKDD
Georgiana Ifrim, Romain Tavenard, Anthony J. Bagnall, Patrick Schäfer, Simon Malinowski, Thomas Guyet, Vincent Lemaire
2023 J jnl
Bake off redux: a review and experimental evaluation of recent time series classification algorithms.
CoRR
Matthew Middlehurst, Patrick Schäfer, Anthony J. Bagnall
2023 J jnl
ClaSP: parameter-free time series segmentation.
Data Min. Knowl. Discov.
Arik Ermshaus, Patrick Schäfer, Ulf Leser
2023 — conf
Human Activity Segmentation Challenge @ ECML/PKDD'23.
AALTD@ECML/PKDD
Arik Ermshaus, Patrick Schäfer, Anthony J. Bagnall, Thomas Guyet, Georgiana Ifrim, Vincent Lemaire, Ulf Leser, Colin Leverger, Simon Malinowski
2023 J jnl
Raising the ClaSS of Streaming Time Series Segmentation.
CoRR
Arik Ermshaus, Patrick Schäfer, Ulf Leser
2023 J jnl
WEASEL 2.0 - A Random Dilated Dictionary Transform for Fast, Accurate and Memory Constrained Time Series Classification.
CoRR
Patrick Schäfer, Ulf Leser
2023 J jnl
WEASEL 2.0: a random dilated dictionary transform for fast, accurate and memory constrained time series classification.
Mach. Learn.
Patrick Schäfer, Ulf Leser
2022 J jnl
ClaSP - Parameter-free Time Series Segmentation.
CoRR
Arik Ermshaus, Patrick Schäfer, Ulf Leser
2022 J jnl
Motiflets - Fast and Accurate Detection of Motifs in Time Series.
CoRR
Patrick Schäfer, Ulf Leser
2022 J jnl
Motiflets - Simple and Accurate Detection of Motifs in Time Series.
Proc. VLDB Endow.
Patrick Schäfer, Ulf Leser
2022 — conf
Window Size Selection in Unsupervised Time Series Analytics: A Review and Benchmark.
AALTD@ECML/PKDD
Arik Ermshaus, Patrick Schäfer, Ulf Leser
2021 A conf
ClaSP - Time Series Segmentation.
CIKM
Patrick Schäfer, Arik Ermshaus, Ulf Leser
2020 J jnl
TEASER: early and accurate time series classification.
Data Min. Knowl. Discov.
Patrick Schäfer, Ulf Leser
2020 J jnl
timeXplain - A Framework for Explaining the Predictions of Time Series Classifiers.
CoRR
Felix Mujkanovic, Vanja Doskoc, Martin Schirneck, Patrick Schäfer, Tobias Friedrich
2019 A* conf
BB-Tree: A Main-Memory Index Structure for Multidimensional Range Queries.
ICDE
Stefan Sprenger, Patrick Schäfer, Ulf Leser
2019 B conf
BB-Tree: A practical and efficient main-memory index structure for multidimensional workloads.
EDBT
Stefan Sprenger, Patrick Schäfer, Ulf Leser
2019 J jnl
Guest editorial for special issue on time series classification.
IEEE CAA J. Autom. Sinica
Houshang Darabi, Georgiana Ifrim, Patrick Schäfer, Diego Furtado Silva
2019 J jnl
TEASER: Early and Accurate Time Series Classification.
CoRR
Patrick Schäfer, Ulf Leser
2018 — conf
Classifying Land Cover from Satellite Images Using Time Series Analytics.
EDBT/ICDT Workshops
Patrick Schäfer, Dirk Pflugmacher, Patrick Hostert, Ulf Leser
2018 J jnl
Multidimensional Range Queries on Modern Hardware.
CoRR
Stefan Sprenger, Patrick Schäfer, Ulf Leser
2018 B conf
Multidimensional range queries on modern hardware.
SSDBM
Stefan Sprenger, Patrick Schäfer, Ulf Leser
2017 Misc conf
Benchmarking Univariate Time Series Classifiers.
BTW
Patrick Schäfer, Ulf Leser
2017 A conf
Fast and Accurate Time Series Classification with WEASEL.
CIKM
Patrick Schäfer, Ulf Leser
2017 J jnl
Fast and Accurate Time Series Classification with WEASEL.
CoRR
Patrick Schäfer, Ulf Leser
2017 J jnl
Multivariate Time Series Classification with WEASEL+MUSE.
CoRR
Patrick Schäfer, Ulf Leser
2016 J jnl
Scalable time series classification.
Data Min. Knowl. Discov.
Patrick Schäfer
2015 — —
Scalable time series similarity search for data analytics.
Patrick Schäfer
2015 J jnl
The BOSS is concerned with time series classification in the presence of noise.
Data Min. Knowl. Discov.
Patrick Schäfer
2014 J jnl
Experiencing the Shotgun Distance for Time Series Analysis.
Trans. Mach. Learn. Data Min.
Patrick Schäfer
2014 J jnl
Standards-based metadata management for molecular simulations.
Concurr. Comput. Pract. Exp.
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
2014 — conf
Towards Time Series Classification without Human Preprocessing.
MLDM
Patrick Schäfer
2013 J jnl
The MoSGrid - e-science gateway: molecular simulations in a distributed computing environment.
J. Cheminformatics
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
2012 J jnl
A Single Sign-On Infrastructure for Science Gateways on a Use Case for Structural Bioinformatics.
J. Grid Comput.
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
2012 J jnl
MoSGrid: efficient data management and a standardized data exchange format for molecular simulations in a grid environment.
J. Cheminformatics
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
2012 B conf
SFA: a symbolic fourier approximation and index for similarity search in high dimensional datasets.
EDBT
Patrick Schäfer, Mikael Högqvist
2011 — conf
Granular Security for a Science Gateway in Structural Bioinformatics.
IWSG-Life
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
2011 J jnl
MoSGrid - a molecular simulation grid as a new tool in computational chemistry, biology and material science.
J. Cheminformatics
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
2011 J jnl
Molecular simulation grid.
J. Cheminformatics
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