• 430 Citations
  • 10 h-Index
20142019

Research output per year

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Personal profile

Keywords

  • QA75 Electronic computers. Computer science
  • Artificial intelligence
  • Machine learning
  • Deep learning
  • Reinforcement Learning
  • QA76 Computer software

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Research Output

Scalable training of artificial neural networks with adaptive sparse connectivity inspired by network science

Mocanu, D. C., Mocanu, E., Stone, P., Nguyen, P. H., Gibescu, M. & Liotta, A., 19 Jun 2018, In : Nature communications. 9, 1, 12 p., 2383.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
  • 35 Citations (Scopus)
    7 Downloads (Pure)

    On-line building energy optimization using deep reinforcement learning

    Mocanu, E., Mocanu, D. C., Nguyen, P. H., Liotta, A., Webber, M. E., Gibescu, M. & Slootweg, J. G., 8 May 2018, In : IEEE transactions on smart grid. 10, 4, p. 3698-3708 11 p., 8356086.

    Research output: Contribution to journalArticleAcademicpeer-review

  • 38 Citations (Scopus)
    1 Downloads (Pure)

    One-shot learning using Mixture of Variational Autoencoders: A generalization learning approach

    Mocanu, D. C. & Mocanu, E., 11 Jul 2018, 17th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2018. Dastani, M., Sukthankar, G., André, E. & Koenig, S. (eds.). The International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), Vol. 3. p. 2016-2018 3 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    Open Access
    File
  • Enabling cooperative behavior for building demand response based on extended joint action learning

    Hurtado Muñoz, L. A., Mocanu, E., Nguyen, P. H., Gibescu, M. & Kamphuis, R. I. G., 1 Jan 2018, In : IEEE transactions on industrial informatics. 14, 1, p. 127-136 10 p., 8039194.

    Research output: Contribution to journalArticleAcademicpeer-review

  • 10 Citations (Scopus)

    Airport Restroom Cleanliness Prediction Using Real Time User Feedback Data

    Ros, K., Mocanu, E. & Seifert, C., 2019.

    Research output: Contribution to conferencePaper

    Open Access
    File

    Activities

    • 3 Organising a conference, workshop, ...
    • 1 Oral presentation

    18th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2019

    Decebal Constantin Mocanu (Organiser), Elena Mocanu (Organiser), Phuong H. Nguyen (Organiser), Madeleine Gibescu (Organiser), Zita Vale (Organiser), Damien Ernst (Organiser)
    13 May 2019

    Activity: Participating in or organising an eventOrganising a conference, workshop, ...

    28th International Joint Conference on Artificial Intelligence, IJCAI 2019

    Decebal Constantin Mocanu (Organiser), Elena Mocanu (Organiser), Zita Vale (Organiser), Damien Ernst (Organiser)
    12 Aug 2019

    Activity: Participating in or organising an eventOrganising a conference, workshop, ...

    European Conference on Machine Learning and Knowledge Discovery in Databases, ECML-PKDD 2019

    Elena Mocanu (Organiser), Decebal Constantin Mocanu (Organiser)
    19 Sep 2019

    Activity: Participating in or organising an eventOrganising a conference, workshop, ...