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Ulf Brefeld

Ulf Brefeld

Prof. Dr.

 https://orcid.org/0000-0001-9600-6463

Accepting PhD Students

  • 2144
    Citations
20032026

Research activity per year

Personal profile

Curriculum

I am a professor for Machine Learning at Leuphana Universität Lüneburg. Prior to joining Leuphana, I was a joint professor for Knowledge Mining & Assessment at TU Darmstadt and the German Institute for Educational Research (DIPF), Frankfurt am Main. Before, I led the Recommender Systems group at Zalando SE and worked on machine learning at Universität Bonn, Yahoo! Research Barcelona, Technische Universität Berlin, Max Planck Institute for Computer Science in Saarbrücken, and at Humboldt-Universität zu Berlin. I received a Diploma in Computer Science in 2003 from Technische Universität Berlin and a Ph.D. (Dr. rer. nat.) in 2008 from Humboldt-Universität zu Berlin. I am interested in statistical machine learning and data mining. ML3 homepage

Transfer of scientific knowledge

Aktivitäten

  • Frontiers in Big Data: Machine Learning and Artificial Intelligence
  • Machine Learning Journal, Guest Editorial Board, ECML PKDD 2017 Journal Track
  • Technology, Knowledge and Learning, Review Board Member, seit 2016
  • Machine Learning Journal, Action Editor, seit 2015
  • Machine Learning Journal, Guest Editorial Board, Proceedings Track ECML (Special Issue), 2013
  • Machine Learning Journal, seit 2011
  • Natural Language Engineering (Guest Editorial Board, Special Issue on Statistical Learning of Natural Language Structured Input and Output), 2011

Mitgliedschaften in Programmkommittees (Auswahl):

  • AAAI Conference on Artificial Intelligence (AAAI)
  • International Conference on Artificial Intelligence and Statistics (AISTATS)
  • European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD)
  • International Conference on Machine Learning (ICML)
  • International Joint Conferences on Artificial Intelligence (IJCAI)
  • ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
  • Mining and Learning with Graphs (MLG)
  • Neural Information Processing Systems (NIPS)
  • International Conference on Web Search and Data Mining (WSDM)

Gutachtertätigkeiten (Auswahl):

  • ACM Transactions on the Web
  • Annals of Mathematics and Artificial Intelligence
  • Artificial Intelligence
  • Computational Statistics and Data Analysis
  • Data and Knowledge Engineering
  • Data Mining and Knowledge Discovery
  • IEEE Transactions on Neural Networks and Learning Systems IEEE Transactions on Multimedia
  • IEEE Transactions on Pattern Analysis and Machine Intelligence Intelligent Data Analysis
  • Journal of AI Research
  • Journal of Machine Learning Research
  • Knowledge and Information Systems
  • Machine Learning
  • Natural Language Engineering
  • Neural Computation
  • Neurocomputing
  • Pattern Recognition
  • Technology, Knowledge and Learning
  • Transactions on Knowledge and Data Engineering

Education/Academic qualification

Computer Science, Semi-supervised Structured Prediction Models, Humboldt-Universität zu Berlin

Award Date: 15.01.2008

Computer Science, Cost-sensitive learning with DIPOL and Support Vector Machines, Technische Universität Berlin

Award Date: 01.02.2003

Keywords

  • Informatics
  • Business informatics

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  1. SDG 2 - Zero Hunger
    SDG 2 Zero Hunger
  2. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being
  3. SDG 4 - Quality Education
    SDG 4 Quality Education

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Research collaborations from the last five years

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