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Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2019, Würzburg, Germany, September 16–20, 2019, Proceedings, Part II

Publikation: Bücher und Anthologien › Konferenzbände und -dokumentationen › Forschung

Authors

  • Ulf Brefeld (Herausgeber*in)
  • Elisa Fromont (Herausgeber*in)
  • Andreas Hotho (Herausgeber*in)
  • Arno Knobbe (Herausgeber*in)
  • Marloes Maathuis (Herausgeber*in)
  • Céline Robardet (Herausgeber*in)
OriginalspracheEnglisch
ErscheinungsortCham
VerlagSpringer Nature Switzerland AG
Band2
Anzahl der Seiten732
ISBN (Print)978-3-030-46146-1
ISBN (elektronisch)978-3-030-46147-8
DOIs
PublikationsstatusErschienen - 2020
VeranstaltungJoint European Conference on Machine Learning and Knowledge Discovery in Databases - ECML PKDD 2019 - Würzburg, Deutschland
Dauer: 16.09.2019 → 20.09.2019
https://ecmlpkdd2019.org/

Publikationsreihe

NameLecture notes in computer science
VerlagSpringer
Band11906
ISSN (Print)0302-9743
ISSN (elektronisch)1611-3349
NameLecture Notes in Artificial Intelligence
VerlagSpringer
Band11906
ISSN (Print)0302-9743
ISSN (elektronisch)1611-3349

Weitere Publikationen dieser Person(en)

Interactive sequential generative models for team sports

Fassmeyer, D., Cordes, M. & Brefeld, U., 02.2025, in: Machine Learning. 114, 2, 15 S., 38.

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Joint Item Response Models for Manual and Automatic Scores on Open-Ended Test Items

Bengs, D., Brefeld, U., Kroehne, U. & Zehner, F., 2025, (Angenommen/Im Druck) in: Psychometrika.

Publikation: Beiträge in Zeitschriften › Zeitschriftenaufsätze › Forschung › begutachtet

Machine Learning and Data Mining for Sports Analytics: 11th International Workshop, MLSA 2024, Vilnius, Lithuania, September 9, 2024, Revised Selected Papers

Brefeld, U. (Herausgeber*in), Davis, J. (Herausgeber*in), Van Haaren, J. (Herausgeber*in) & Zimmermann, A. (Herausgeber*in), 2025, Cham: Springer Verlag. 119 S. (Communications in Computer and Information Science; Band 2460)

Publikation: Bücher und Anthologien › Konferenzbände und -dokumentationen › Forschung

Masked autoencoder for multiagent trajectories

Rudolph, Y. & Brefeld, U., 02.2025, in: Machine Learning. 114, 2, 18 S., 44.

Publikation: Beiträge in Zeitschriften › Zeitschriftenaufsätze › Forschung › begutachtet

Self-improvement for Computerized Adaptive Testing

Rudolph, Y., Neubauer, K. & Brefeld, U., 2026, Machine Learning and Knowledge Discovery in Databases - Research Track: European Conference, ECML PKDD 2025, Porto, Portugal, September 15–19, 2025, Proceedings. Ribeiro, R. P., Pfahringer, B., Japkowicz, N., Larrañaga, P., Jorge, A. M., Soares, C., Abreu, P. H. & Gama, J. (Hrsg.). Cham: Springer International Publishing, Band 2. S. 70-86 17 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence); Band 16014).

Publikation: Beiträge in Sammelwerken › Aufsätze in Konferenzbänden › Forschung › begutachtet

DOI

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Aktivitäten

  1. “Through the Threshold: responsive, performative, self-referential”
  2. Negotiating Expected Outcomes: Value Creation in Risky Contexts
  3. Revisiting the concept of the script in institutional theory
  4. Answering Boolean Hybrid Questions with HAWK
  5. Architecture of Computing Systems - ARCS2008
  6. Memory Acts: Memory without Representation.: Theoretical and Methodological Suggestions
  7. Trajectory-based Lagrangian approaches for the extraction and characterization of coherent structures in turbulent convection
  8. Maximum-Likelihood-Based Panel Cointegration Test with Linear Time Trend and Fisher Hypothesis
  9. Co-supervisor of the dissertation "Multi-trophic interactions and functional diversity in biodiversity experiments."
  10. A CALL for data-informed focus-on-form practice - Intelligent Language Tutoring System as the key to personalized and adaptive learning?
  11. Towards a fully-automated adaptive e-learning environment: A predictive model for difficulty generating factors in gap-filling activities that target English tense-aspect-mood
  12. Explaining primary school teachers’ usage of digital learning data: A mixed method study
  13. Short course on numerical methods for stochastic processes
  14. Quality of reading instruction in language classrooms: Subject specific analysis of teaching quality

Publikationen

  1. Problem solving in mathematics education
  2. A two-stage Kalman estimator for motion control using model predictive strategy
  3. Combining linked data and statistical information retrieval
  4. Essentializing the binary self
  5. Multi-view learning with dependent views
  6. The role of reading time complexity and reading speed in text comprehension
  7. Constructs for Assessing Integrated Reports-Testing the Predictive Validity of a Taxonomy for Organization Size, Industry, and Performance
  8. An application of multiple behavior SIA for analyzing data from student exams
  9. Advantages and Disadvanteges of Different Text Coding Procedures for Research and Practice in a School Context
  10. Correlation between mechanical behaviour and microstructure in the Mg-Ca-Si-Sr system for degradable biomaterials based on thermodynamic calculations
  11. Proceedings of TextGraphs-17: Graph-based Methods for Natural Language Processing
  12. Mechanical performance prediction for friction riveting joints of dissimilar materials via machine learning
  13. GPU-accelerated meshfree computational framework for modeling the friction surfacing process
  14. Q-Adaptive Control of the nonlinear dynamics of the cantilever-sample system of an Atomic Force Microscope
  15. A PHENOMENOGRAPHICAL STUDY OF CHILDRENS’ SPATIAL THOUGHT WHILE USING MAPS IN REAL SPACES
  16. PLM ‑supported automated process planning and partitioning for collaborative assembly processes based on a capability analysis
  17. Design and Control of an Inductive Power Transmission System with AC-AC Converter for a Constant Output Current
  18. Introducing a multivariate model for predicting driving performance
  19. The effects of different on-line adaptive response time limits on speed and amount of learning in computer assisted instruction and intelligent tutoring
  20. A New Framework for Production Planning and Control to Support the Positioning in Fields of Tension Created by Opposing Logistic Objectives
  21. Grazing, exploring and networking for sustainability-oriented innovations in learning-action networks
  22. Using Local and Global Self-Evaluations to Predict Students' Problem Solving Behaviour
  23. Using Complexity Metrics to Assess Silent Reading Fluency
  24. Mathematical relation between extended connectivity and eigenvector coefficients.
  25. NH4+ ad-/desorption in sequencing batch reactors
  26. Dynamically changing sequencing rules with reinforcement learning in a job shop system with stochastic influences
  27. Lyapunov stability analysis to set up a PI controller for a mass flow system in case of a non-saturating input
  28. Springback prediction and reduction in deep drawing under influence of unloading modulus degradation
  29. Should learners use their hands for learning? Results from an eye-tracking study
  30. Different kinds of interactive exercises with response analysis on the web
  31. »HOW TO MAKE YOUR OWN SAMPLES«
  32. Species composition and forest structure explain the temperature sensitivity patterns of productivity in temperate forests