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Detection of tactical patterns using semi-supervised graph neural networks

Activity: Talk or presentation › Conference Presentations › Research

Gabriel Anzer - Speaker

Pascal Bauer - Speaker

Ulf Brefeld - Speaker

Dennis Faßmeyer - Speaker

2022

Event

The 17th Annual MIT Sloan Sports Analytics Conference

04.03.22 → 05.03.22

Boston, Massachusetts, United States

Event: Conference

Related by researcher

Self-improvement for Computerized Adaptive Testing

Rudolph, Y. (Speaker), Neubauer, K. (Speaker) & Brefeld, U. (Coauthor)

16.09.2025

Activity: Talk or presentation › Conference Presentations › Research

PODIUMSDISKUSSION: Lehramtsstudium und/oder Künstliche Intelligenz? Ethische Herausforderungen in Bildung durch Technik.

Mah, D.-K. (Speaker), Brefeld, U. (Speaker), Broy, W. (Speaker) & Kück, T. J. (Moderator)

13.06.2024

Activity: Participating in or organising an academic or articstic event › External workshops, courses, seminars › Transfer

Masked Autoencoder Pretraining for Event Classification in Elite Soccer

Rudolph, Y. (Speaker) & Brefeld, U. (Coauthor)

18.09.2023

Activity: Talk or presentation › talk or presentation in privat or public events › Research

Data-efficient Pattern Detection in Elite Soccer

Rudolph, Y. (Speaker), Faßmeyer, D. (Coauthor) & Brefeld, U. (Coauthor)

26.05.2023

Activity: Talk or presentation › Conference Presentations › Research

Modeling Conditional Dependencies in Multiagent Trajectories

Rudolph, Y. (Speaker) & Brefeld, U. (Coauthor)

28.03.2022

Activity: Talk or presentation › Presentations (poster etc.) › Research

Graph Conditional Variational Models: Too Complex for Multiagent Trajectories?

Rudolph, Y. (Speaker), Brefeld, U. (Coauthor) & Dick, U. (Coauthor)

12.12.2020

Activity: Talk or presentation › Presentations (poster etc.) › Research

Companion Proceedings of the 10th International Conference on Learning Analytics & Knowledge LAK20

Neubauer , K. (Participant) & Brefeld, U. (Participant)

25.03.2020 → 27.03.2020

Activity: Participating in or organising an academic or articstic event › Conferences › Research

MDP-based Itinerary Recommendation using Geo-Tagged Social Media

Gaonkar, R. (Speaker), Tavakol, M. (Speaker) & Brefeld, U. (Speaker)

24.10.2018

Activity: Talk or presentation › Conference Presentations › Research

Concurrent Adaptive Tests for Formative Assessments in School Classes

Bengs, D. (Speaker), Brefeld, U. (Speaker) & Kröhne, U. (Speaker)

26.07.2018

Activity: Talk or presentation › Conference Presentations › Research

Educational Data Mining - EDM 2018

Boubekki, A. (Coauthor), Jain, S. (Coauthor) & Brefeld, U. (Speaker)

15.07.2018 → 17.07.2018

Activity: Participating in or organising an academic or articstic event › Conferences › Research

Documents

Links

Recently viewed

Activities

  1. Trajectory-based computational analysis of coherent structures in flows
  2. Modeling Efficient Grounding in Chat-based CSCL: An Approach for Adaptive Scripting?
  3. Probabilistic and discrete computational methods for studying coherent behavior in flows
  4. Graph Conditional Variational Models: Too Complex for Multiagent Trajectories?
  5. A discrete-time fractional order PI controller for a three phase synchronous motor using an optimal loop shaping Approach
  6. Process Analyses of Grounding in Chat-based CSCL: An Approach for Adaptive Scripting?
  7. Probabilistic and discrete methods for the computational study of coherent behavior in flows
  8. A New Approach for Optimal Solving of Cyclic and Non-Cyclic Bus Driver Rostering Problems
  9. Event History Analysis and Applications Using STATA - 2013
  10. Domestication and/or Digital Divide – How to Overcome Binary Classifications in Analysing Everyday Internet Use and Diffusion
  11. Structure and dynamics laboratory testing of an indirectly controlled full variable valve train for camless engines
  12. The Expert in the Loop: Developing a Provenance Linked Open Data Management Platform
  13. Computer Simulations in Design. How Social Media meet Computational Methods in Design Processes
  14. Children's Use of Spatial Skills in Solving Two Map-reading Tasks in Real Space
  15. Combining flatness based feedforward action with a fractional PI regulator to control the intake valve engine

Publications

  1. Improving mechanical properties of constrained friction processing Mg-Zn-Ca alloys by modifying texture using multiple pass processing
  2. Median based algorithm as an entropy function for noise detectionin wavelet trees for data reconciliation
  3. Setting controller parameters through a minimum strategy with a weighted least squares method
  4. Parsing Causal Models – An Instance Segmentation Approach
  5. Insights from classifying visual concepts with multiple kernel learning
  6. An incomplete and simplifying introduction to linked data
  7. Fostering Circularity: Building a Local Community and Implementing Circular Processes
  8. Wavelet based Fault Detection and RLS Parameter Estimation of Conductive Fibers with a Simultaneous Estimation of Time-Varying Disturbance
  9. Noise Detection for Biosignals Using an Orthogonal Wavelet Packet Tree Denoising Algorithm
  10. Design of a Real Time Path of Motion Using a Sliding Mode Control with a Switching Surface
  11. Supervised clustering of streaming data for email batch detection
  12. Development of a Didactic Graphical Simulation Interface on MATLAB for Systems Control
  13. A genetic algorithm for a self-learning parameterization of an aerodynamic part feeding system for high-speed assembly
  14. Using Euler Discrete Approximation to Control an Aggregate Actuator in Camless Engines
  15. Global text processing in CSCL with learning protocols
  16. Modelling and implementing business processes in distributed systems
  17. Noise level estimation using haar wavelet packet trees for sensor robust outlier detection
  18. Closed-loop control of product geometry by using an artificial neural network in incremental sheet forming with active medium
  19. Application of non-convex rate dependent gradient plasticity to the modeling and simulation of inelastic microstructure development and inhomogeneous material behavior
  20. Enhancing Performance of Level System Modeling with Pseudo-Random Signals
  21. Managing Business Process in Distributed Systems: Requirements, Models, and Implementation
  22. An on-line orthogonal wavelet denoising algorithm for high-resolution surface scans
  23. ACL–adaptive correction of learning parameters for backpropagation based algorithms
  24. Joint entity and relation linking using EARL
  25. Learning Rotation Sensitive Neural Network for Deformed Objects' Detection in Fisheye Images
  26. The scaled boundary finite element method for computational homogenization of heterogeneous media
  27. Modeling and simulation of inelastic microstructure development and inhomogeneous material behavior via non-convex rate dependent gradient plasticity
  28. A model predictive control in Robotino and its implementation using ROS system
  29. Dynamic adjustment of dispatching rule parameters in flow shops with sequence-dependent set-up times
  30. Evaluating the construct validity of Objective Personality Tests using a multitrait-multimethod-Multioccasion-(MTMM-MO)-approach
  31. Analyzing different types of moderated method effects in confirmatory factor models for structurally different methods