Daniel Memmert

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 21

Top Topics

Graph Representations

Predictive Model

Key Performance Indicators

Top Venues

Int. J. Comput. Sci. Sport

Soc. Netw. Anal. Min.

Publications

David Brinkjans, Yannik Paul, Jürgen Perl, Daniel Memmert
The Success-Score in Professional Football: a metric of playing style or a metric of match outcome? Int. J. Comput. Sci. Sport 23 (1) (2024)
David Brinkjans, Daniel Memmert, Yannik Paul, Jürgen Perl
Success-Score in Professional Soccer - Is there a sweet spot in the analysis of space and ball control? Int. J. Comput. Sci. Sport 22 (2) (2023)
Justus Schlenger, Fabian Wunderlich, Dominik Raabe, Daniel Memmert
Systematic Analysis of Position-Data-based Key Performance Indicators. Int. J. Comput. Sci. Sport 22 (1) (2023)
Dominik Raabe, Reinhard Nabben, Daniel Memmert
Graph representations for the analysis of multi-agent spatiotemporal sports data. Appl. Intell. 53 (4) (2023)
Andrzej Bialecki, Jan Gajewski, Piotr Bialecki, Ashwin Phatak, Daniel Memmert
Determinants of victory in Esports - StarCraft II. Multim. Tools Appl. 82 (7) (2023)
Dominik Raabe, Henrik Biermann, Manuel Bassek, Martin Wohlan, Rumena Komitova, Robert Rein, Tobias Kuppens Groot, Daniel Memmert
floodlight - A high-level, data-driven sports analytics framework. J. Open Source Softw. 7 (77) (2022)
Henrik Biermann, Franz-Georg Wieland, Jens Timmer, Daniel Memmert, Ashwin Phatak
Towards Expected Counter - Using Comprehensible Features to Predict Counterattacks. MLSA@PKDD/ECML (2022)
Rumena Komitova, Dominik Raabe, Robert Rein, Daniel Memmert
Time Series Data Mining for Sport Data: a Review. Int. J. Comput. Sci. Sport 21 (2) (2022)
David Brinkjans, Daniel Memmert, Jonas Imkamp, Jürgen Perl
Success-Score in Professional Soccer - Validation of a Dynamic Key Performance Indicator Combining Space Control and Ball Control within Goalscoring Opportunities. Int. J. Comput. Sci. Sport 21 (2) (2022)
Marc Garnica Caparrós, Daniel Memmert, Fabian Wunderlich
Artificial data in sports forecasting: a simulation framework for analysing predictive models in sports. Inf. Syst. E Bus. Manag. 20 (3) (2022)
Dominik Raabe, Henrik Biermann, Manuel Bassek, Martin Wohlan, Rumena Komitova, Robert Rein, Tobias Kuppens Groot, Daniel Memmert
floodlight - A high-level, data-driven sports analytics framework. CoRR (2022)
Fabian Wunderlich, Daniel Memmert
A big data analysis of Twitter data during premier league matches: do tweets contain information valuable for in-play forecasting of goals in football? Soc. Netw. Anal. Min. 12 (1) (2022)
Jonas Theiner, Wolfgang Gritz, Eric Müller-Budack, Robert Rein, Daniel Memmert, Ralph Ewerth
Extraction of Positional Player Data from Broadcast Soccer Videos. WACV (2022)
Marc Garnica Caparrós, Daniel Memmert, Fabian Wunderlich
The effects of scheduling network models in predictive processes in sports. Soc. Netw. Anal. Min. 12 (1) (2022)
Jürgen Perl, J. Imkamp, Daniel Memmert
Strictness vs. flexibility: Simulation-based recognition of strategies and its success in soccer. Int. J. Comput. Sci. Sport 20 (1) (2021)
Henrik Biermann, Jonas Theiner, Manuel Bassek, Dominik Raabe, Daniel Memmert, Ralph Ewerth
A Unified Taxonomy and Multimodal Dataset for Events in Invasion Games. CoRR (2021)
Henrik Biermann, Jonas Theiner, Manuel Bassek, Dominik Raabe, Daniel Memmert, Ralph Ewerth
A Unified Taxonomy and Multimodal Dataset for Events in Invasion Games. MMSports@MM (2021)
Jonas Theiner, Wolfgang Gritz, Eric Müller-Budack, Robert Rein, Daniel Memmert, Ralph Ewerth
Extraction of Positional Player Data from Broadcast Soccer Videos. CoRR (2021)
Stephanie Hüttermann, Benjamin Noël, Daniel Memmert
Eye tracking in high-performance sports: Evaluation of its application in expert athletes. Int. J. Comput. Sci. Sport 17 (2) (2018)
Jürgen Perl, Daniel Memmert
A Pilot Study on Offensive Success in Soccer Based on Space and Ball Control ? Key Performance Indicators and Key to Understand Game Dynamics. Int. J. Comput. Sci. Sport 16 (1) (2017)
Konstantin Knauf, Daniel Memmert, Ulf Brefeld
Spatio-temporal convolution kernels. Mach. Learn. 102 (2) (2016)
Jürgen Perl, Andreas Grunz, Daniel Memmert
Tactics Analysis in Soccer - An Advanced Approach. Int. J. Comput. Sci. Sport 12 (1) (2013)
Philip Furley, Daniel Memmert, Simone Schmid
Perceptual load in sport and the heuristic value of the perceptual load paradigm in examining expertise-related perceptual-cognitive adaptations. Cogn. Process. 14 (1) (2013)
Jürgen Perl, Daniel Memmert
Net-Based Game Analysis by Means of the Software Tool SOCCER. Int. J. Comput. Sci. Sport 10 (2) (2010)
Andreas Grunz, Daniel Memmert, Jürgen Perl
Analysis and Simulation of Actions in Games by Means of Special Self-Organizing Maps. Int. J. Comput. Sci. Sport 8 (1) (2009)
Jürgen Perl, Daniel Memmert, Julian Bischof, Christian Gerharz
On a First Attempt to Modelling Creativity Learning by Means of Artificial Neural Networks. Int. J. Comput. Sci. Sport 5 (2) (2006)
Daniel Memmert, Jürgen Perl
Game Intelligence Analysis by Means of a Combination of Variance-Analysis and Neural Networks. Int. J. Comput. Sci. Sport 4 (1) (2005)