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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

Links

Recently viewed

Activities

  1. From Task Interpretation to Task Performance: Sampling Procedures in Researching Learner Perceptions of Web-Supported Tasks
  2. Taking ICALL to task: Blending form-focus & task-based foreign language learning
  3. Masked Autoencoder Pretraining for Event Classification in Elite Soccer
  4. Institutional Proxy Representatives of Future Generations: A Comparative Analysis of Types and Design Features
  5. Domestication and/or Digital Divide – How to Overcome Binary Classifications in Analysing Everyday Internet Use and Diffusion
  6. SIAM Conference on Applications of Dynamical Systems - DS 2023
  7. How, when, and why do negotiators use reference points? A qualitative interview study with negotiation experts.
  8. A Dynamic Signal Analyzer. Analysis and Synthesis of Speech at the Biological Computer Laboratory
  9. Reconsidering performativity in alternativity: Forward an otative management science
  10. Global Platform Companies in Local Fields between Disruption and Integration

Publications

  1. Advanced Neural Classifier-Based Effective Human Assistance Robots Using Comparable Interactive Input Assessment Technique
  2. A Wavelet Based Algorithm without a Priori Knowledge of Noise Level for Gross Errors Detection
  3. Fostering Circularity: Building a Local Community and Implementing Circular Processes
  4. Calculation of Average Mutual Information (AMI) and false-nearest neighbors (FNN) for the estimation of embedding parameters of multidimensional time series in matlab
  5. Modeling and Performance Analysis of a Node in Fault Tolerant Wireless Sensor Networks
  6. Discourse Analyses in Chat-based CSCL with Learning Protocols
  7. Database Publishing Without Databases
  8. A Lightweight Simulation Model for Soft Robot's Locomotion and its Application to Trajectory Optimization
  9. Transformer with Tree-order Encoding for Neural Program Generation
  10. Closed-loop control of product geometry by using an artificial neural network in incremental sheet forming with active medium
  11. Preventive Emergency Detection Based on the Probabilistic Evaluation of Distributed, Embedded Sensor Networks
  12. A transfer operator based computational study of mixing processes in open flow systems
  13. Automatic enumeration of all connected subgraphs.
  14. Methodologies for Noise and Gross Error Detection using Univariate Signal-Based Approaches in Industrial Application
  15. Enabling Road Condition Monitoring with an on-board Vehicle Sensor Setup
  16. Efficient and accurate ℓ p-norm multiple kernel learning
  17. Neural network-based adaptive fault-tolerant control for strict-feedback nonlinear systems with input dead zone and saturation
  18. Different complex word problems require different combinations of cognitive skills
  19. Semantic Parsing for Knowledge Graph Question Answering with Large Language Models
  20. Control of the inverse pendulum based on sliding mode and model predictive control
  21. Clustering Hydrological Homogeneous Regions and Neural Network Based Index Flood Estimation for Ungauged Catchments
  22. Latent structure perceptron with feature induction for unrestricted coreference resolution
  23. Selecting and Adapting Methods for Analysis and Design in Value-Sensitive Digital Social Innovation Projects: Toward Design Principles
  24. Modeling Effective and Ineffective Knowledge Communication and Learning Discourses in CSCL with Hidden Markov Models
  25. Problem structuring for transitions
  26. Using Decision Trees and Reinforcement Learning for the Dynamic Adjustment of Composite Sequencing Rules in a Flexible Manufacturing System
  27. Spatial mislocalization as a consequence of sequential coding of stimuli
  28. DialogueMaps: Supporting interactive transdisciplinary dialogues with a web-based tool for multi-layer knowledge maps
  29. Real-time RDF extraction from unstructured data streams
  30. A Multivariate Method for Dynamic System Analysis
  31. On the Decoupling and Output Functional Controllability of Robotic Manipulation
  32. Analysis of long-term statistical data of cobalt flows in the EU
  33. Supporting the Development and Implementation of a Digitalization Strategy in SMEs through a Lightweight Architecture-based Method
  34. FFTSMC with Optimal Reference Trajectory Generated by MPC in Robust Robotino Motion Planning with Saturating Inputs
  35. Retest effects in matrix test performance