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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

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

Exploiting the Frame for Active Learning in Multi-class Classification

Mair, S. (Coauthor) & Brefeld, U. (Coauthor)

15.07.2018 → 18.07.2018

Activity: Talk or presentation › Conference Presentations › Research

Documents

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Recently viewed

Activities

  1. Detection of tactical patterns using semi-supervised graph neural networks
  2. Data-efficient Pattern Detection in Elite Soccer
  3. SIAM Conference on Applications of Dynamical Systems - DS 2023
  4. Plenary lecture entitled: "Wavelet Packets for Applications in Signal Processing and Control Systems"
  5. Generalized Between Icon, Symbol and Index: The Physical Dimension in Isotype and Unicode
  6. Quality of reading instruction in language classrooms: Subject specific analysis of teaching quality
  7. Transdisciplinary Evaluation of Alternative Adaptation Strategies Value-Tree Method as a Tool to Integrate Multiple Values of Science, Practice and the General Public into Decision-Making
  8. “Through the Threshold: responsive, performative, self-referential”
  9. Trajectory-based computational study of coherent behavior in flows
  10. Collaborative modeling in climatic change adaptation and energy transformation.
  11. Closing Session: Summary Notes
  12. archiDART: an R package for the automated 2D computation of root architectural traits
  13. Concurrent Adaptive Tests for Formative Assessments in School Classes
  14. The semantics of transformation: conceptual work based on Freirean methodology.

Publications

  1. On using the adjacency matrix power method for perception of symmetry and for isomorphism testing of highly intricate graphs.
  2. Flexible scripting in net-based learning groups
  3. Proceedings of the SeMantic Answer Type and Relation Prediction Task at ISWC 2021 Semantic Web Challenge (SMART2021)
  4. Prediction of the tool change point in a polishing process using a modular software framework
  5. Simultaneous Constrained Adaptive Item Selection for Group-Based Testing
  6. Noise Detection for Biosignals Using an Orthogonal Wavelet Packet Tree Denoising Algorithm
  7. An on-line orthogonal wavelet denoising algorithm for high-resolution surface scans
  8. Age-related differences in processing visual device and task characteristics when using technical devices
  9. Modeling and simulation of inelastic microstructure development and inhomogeneous material behavior via non-convex rate dependent gradient plasticity
  10. Dynamic adjustment of dispatching rule parameters in flow shops with sequence-dependent set-up times
  11. Using complexity metrics with R-R intervals and BPM heart rate measures
  12. Towards a Dynamic Interpretation of Subjective and Objective Values
  13. An Improved Approach to the Semi-Process-Oriented Implementation of Standardised ERP-Systems
  14. Comparing the Sensitivity of Social Networks, Web Graphs, and Random Graphs with Respect to Vertex Removal
  15. Different complex word problems require different combinations of cognitive skills
  16. Linux-based Embedded System for Wavelet Denoising and Monitoring of sEMG Signals using an Axiomatic Seminorm
  17. Kinematic self-calibration of non-contact five-axis measuring machine using improved genetic algorithm.
  18. The Use of Genetic Algorithm for PID Controller Auto-Tuning in ARM CORTEX M4 Platform
  19. A lyapunov approach in the derivative approximation using a dynamic system
  20. Age effects on controlling tools with sensorimotor transformations
  21. Switching from a Managing to a Monitoring Function on the Board
  22. Appendix A: Design, implementation, and analysis of the iGOES project
  23. Analyzing User Journey Data In Digital Health: Predicting Dropout From A Digital CBT-I Intervention
  24. Changes in the Complexity of Limb Movements during the First Year of Life across Different Tasks
  25. Structure and dynamics laboratory testing of an indirectly controlled full variable valve train for camless engines
  26. The Use of Factorization and Multimode Parametric Spectra in Estimating Frequency and Spectral Parameters of Signal
  27. Guest Editorial Special Issue on Sensors in Machine Vision of Automated Systems
  28. Exploiting linear partial information for optimal use of forecasts. With an application to U.S. economic policy
  29. Agency and structure in a sociotechnical transition
  30. Control of an Electromagnetic Linear Actuator Using Flatness Property and Systems Inversion
  31. A PHENOMENOGRAPHICAL STUDY OF CHILDRENS’ SPATIAL THOUGHT WHILE USING MAPS IN REAL SPACES
  32. A Lean Convolutional Neural Network for Vehicle Classification