Daniel Memmert

31 papers A 1Journal 27Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	The effect of time pressure and self-correction on successful wayfinding decisions. Spatial Cogn. Comput. Ju-Yi Huang, Daniel Memmert, Oezguer A. Onur, Otmar Bock
2025	J	`jnl`	Assessing machine learning and data imputation approaches to handle the issue of data sparsity in sports forecasting. Mach. Learn. Fabian Wunderlich, Henrik Biermann, Weiran Yang, Manuel Bassek, Dominik Raabe, Nico Elbert, Daniel Memmert, Marc Garnica Caparrós
2025	J	`jnl`	Contextualization of soccer analysis with tactical periodization and machine learning. Data Min. Knowl. Discov. Henrik Biermann, Daniel Memmert, Niklas Petersen, Dominik Raabe
2024	J	`jnl`	The Success-Score in Professional Football: a metric of playing style or a metric of match outcome? Int. J. Comput. Sci. Sport David Brinkjans, Yannik Paul, Jürgen Perl, Daniel Memmert
2023	J	`jnl`	Determinants of victory in Esports - StarCraft II. Multim. Tools Appl. Andrzej Bialecki, Jan Gajewski, Piotr Bialecki, Ashwin Phatak, Daniel Memmert
2023	J	`jnl`	Graph representations for the analysis of multi-agent spatiotemporal sports data. Appl. Intell. Dominik Raabe, Reinhard Nabben, Daniel Memmert
2023	J	`jnl`	Success-Score in Professional Soccer - Is there a sweet spot in the analysis of space and ball control? Int. J. Comput. Sci. Sport David Brinkjans, Daniel Memmert, Yannik Paul, Jürgen Perl
2023	J	`jnl`	Systematic Analysis of Position-Data-based Key Performance Indicators. Int. J. Comput. Sci. Sport Justus Schlenger, Fabian Wunderlich, Dominik Raabe, Daniel Memmert
2022	J	`jnl`	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. Fabian Wunderlich, Daniel Memmert
2022	J	`jnl`	Artificial data in sports forecasting: a simulation framework for analysing predictive models in sports. Inf. Syst. E Bus. Manag. Marc Garnica Caparrós, Daniel Memmert, Fabian Wunderlich
2022	A	`conf`	Extraction of Positional Player Data from Broadcast Soccer Videos. WACV Jonas Theiner, Wolfgang Gritz, Eric Müller-Budack, Robert Rein, Daniel Memmert, Ralph Ewerth
2022	J	`jnl`	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 David Brinkjans, Daniel Memmert, Jonas Imkamp, Jürgen Perl
2022	J	`jnl`	The effects of scheduling network models in predictive processes in sports. Soc. Netw. Anal. Min. Marc Garnica Caparrós, Daniel Memmert, Fabian Wunderlich
2022	J	`jnl`	Time Series Data Mining for Sport Data: a Review. Int. J. Comput. Sci. Sport Rumena Komitova, Dominik Raabe, Robert Rein, Daniel Memmert
2022	—	`conf`	Towards Expected Counter - Using Comprehensible Features to Predict Counterattacks. MLSA@PKDD/ECML Henrik Biermann, Franz-Georg Wieland, Jens Timmer, Daniel Memmert, Ashwin Phatak
2022	J	`jnl`	floodlight - A high-level, data-driven sports analytics framework. CoRR Dominik Raabe, Henrik Biermann, Manuel Bassek, Martin Wohlan, Rumena Komitova, Robert Rein, Tobias Kuppens Groot, Daniel Memmert
2022	J	`jnl`	floodlight - A high-level, data-driven sports analytics framework. J. Open Source Softw. Dominik Raabe, Henrik Biermann, Manuel Bassek, Martin Wohlan, Rumena Komitova, Robert Rein, Tobias Kuppens Groot, Daniel Memmert
2021	—	`conf`	A Unified Taxonomy and Multimodal Dataset for Events in Invasion Games. MMSports@MM Henrik Biermann, Jonas Theiner, Manuel Bassek, Dominik Raabe, Daniel Memmert, Ralph Ewerth
2021	J	`jnl`	A Unified Taxonomy and Multimodal Dataset for Events in Invasion Games. CoRR Henrik Biermann, Jonas Theiner, Manuel Bassek, Dominik Raabe, Daniel Memmert, Ralph Ewerth
2021	J	`jnl`	Extraction of Positional Player Data from Broadcast Soccer Videos. CoRR Jonas Theiner, Wolfgang Gritz, Eric Müller-Budack, Robert Rein, Daniel Memmert, Ralph Ewerth
2021	J	`jnl`	Strictness vs. flexibility: Simulation-based recognition of strategies and its success in soccer. Int. J. Comput. Sci. Sport Jürgen Perl, Jonas Imkamp, Daniel Memmert
2018	J	`jnl`	Eye tracking in high-performance sports: Evaluation of its application in expert athletes. Int. J. Comput. Sci. Sport Stephanie Hüttermann, Benjamin Noël, Daniel Memmert
2017	J	`jnl`	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 Jürgen Perl, Daniel Memmert
2016	J	`jnl`	Spatio-temporal convolution kernels. Mach. Learn. Konstantin Knauf, Daniel Memmert, Ulf Brefeld
2013	J	`jnl`	Perceptual load in sport and the heuristic value of the perceptual load paradigm in examining expertise-related perceptual-cognitive adaptations. Cogn. Process. Philip Furley, Daniel Memmert, Simone Schmid
2013	J	`jnl`	Tactics Analysis in Soccer - An Advanced Approach. Int. J. Comput. Sci. Sport Jürgen Perl, Andreas Grunz, Daniel Memmert
2010	J	`jnl`	Net-Based Game Analysis by Means of the Software Tool SOCCER. Int. J. Comput. Sci. Sport Jürgen Perl, Daniel Memmert
2010	—	`ch.`	Weltstandsanalyse im Spitzen-Fußball - Analyse und Simulation von fußballspezifischen Gruppentaktiken mit Hilfe adaptiyer Neuronaler Netze. Sportinformatik gestern, heute, morgen Daniel Memmert
2009	J	`jnl`	Analysis and Simulation of Actions in Games by Means of Special Self-Organizing Maps. Int. J. Comput. Sci. Sport Andreas Grunz, Daniel Memmert, Jürgen Perl
2006	J	`jnl`	On a First Attempt to Modelling Creativity Learning by Means of Artificial Neural Networks. Int. J. Comput. Sci. Sport Jürgen Perl, Daniel Memmert, Julian Bischof, Christian Gerharz
2005	J	`jnl`	Game Intelligence Analysis by Means of a Combination of Variance-Analysis and Neural Networks. Int. J. Comput. Sci. Sport Daniel Memmert, Jürgen Perl