Daniel Memmert

Orcid: 0000-0002-3406-9175

According to our database1, Daniel Memmert authored at least 25 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
The Success-Score in Professional Football: a metric of playing style or a metric of match outcome?
Int. J. Comput. Sci. Sport, 2024

2023
Success-Score in Professional Soccer - Is there a sweet spot in the analysis of space and ball control?
Int. J. Comput. Sci. Sport, August, 2023

Determinants of victory in Esports - StarCraft II.
Multim. Tools Appl., March, 2023

Systematic Analysis of Position-Data-based Key Performance Indicators.
Int. J. Comput. Sci. Sport, March, 2023

Graph representations for the analysis of multi-agent spatiotemporal sports data.
Appl. Intell., February, 2023

2022
Time Series Data Mining for Sport Data: a Review.
Int. J. Comput. Sci. Sport, December, 2022

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, December, 2022

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., 2022

The effects of scheduling network models in predictive processes in sports.
Soc. Netw. Anal. Min., 2022

floodlight - A high-level, data-driven sports analytics framework.
J. Open Source Softw., 2022

Artificial data in sports forecasting: a simulation framework for analysing predictive models in sports.
Inf. Syst. E Bus. Manag., 2022

Extraction of Positional Player Data from Broadcast Soccer Videos.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Towards Expected Counter - Using Comprehensible Features to Predict Counterattacks.
Proceedings of the Machine Learning and Data Mining for Sports Analytics, 2022

2021
Strictness vs. flexibility: Simulation-based recognition of strategies and its success in soccer.
Int. J. Comput. Sci. Sport, 2021

A Unified Taxonomy and Multimodal Dataset for Events in Invasion Games.
Proceedings of the MMSports@MM 2021: Proceedings of the 4th International Workshop on Multimedia Content Analysis in Sports, 2021

2018
Eye tracking in high-performance sports: Evaluation of its application in expert athletes.
Int. J. Comput. Sci. Sport, 2018

2017
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, 2017

2016
Spatio-temporal convolution kernels.
Mach. Learn., 2016

2013
Tactics Analysis in Soccer - An Advanced Approach.
Int. J. Comput. Sci. Sport, 2013

Perceptual load in sport and the heuristic value of the perceptual load paradigm in examining expertise-related perceptual-cognitive adaptations.
Cogn. Process., 2013

2010
Net-Based Game Analysis by Means of the Software Tool SOCCER.
Int. J. Comput. Sci. Sport, 2010

Weltstandsanalyse im Spitzen-Fußball - Analyse und Simulation von fußballspezifischen Gruppentaktiken mit Hilfe adaptiyer Neuronaler Netze.
Proceedings of the Sportinformatik gestern, heute, morgen, 2010

2009
Analysis and Simulation of Actions in Games by Means of Special Self-Organizing Maps.
Int. J. Comput. Sci. Sport, 2009

2006
On a First Attempt to Modelling Creativity Learning by Means of Artificial Neural Networks.
Int. J. Comput. Sci. Sport, 2006

2005
Game Intelligence Analysis by Means of a Combination of Variance-Analysis and Neural Networks.
Int. J. Comput. Sci. Sport, 2005


  Loading...