Research output per year
Research output per year
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Dive into the research topics where Decebal Constantin Mocanu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Research output
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A Hybrid Framework Combining Vehicle System Knowledge with Machine Learning Methods for Improved Highway Trajectory Prediction
Muñoz Sánchez, M., Silvas, E., Pogosov, D. & Mocanu, D. C., 14 Dec 2020, 2020 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2020. IEEE SMC, p. 444-450 7 p. 9282933Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile -
Evolving plasticity for autonomous learning under changing environmental conditions
Yaman, A., Iacca, G., Mocanu, D. C., Coler, M., Fletcher, G. & Pechenizkiy, M., 2 Dec 2020, (Accepted/In press) In : Evolutionary Computation.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile6 Downloads (Pure) -
Learning Invariant Representation for Continual Learning
Sokar, G. A. Z. N., Mocanu, D. C. & Pechenizkiy, M., 21 Dec 2020, (Accepted/In press) Meta-Learning for Computer Vision (MeL4CV) workshop at AAAI Conference on Artificial Intelligence (AAAI-21).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Novelty producing synaptic plasticity
Yaman, A., Iacca, G., Mocanu, D. C., Fletcher, G. & Pechenizkiy, M., 8 Jul 2020, GECCO '20: Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion. Coello Coello, C. A. (ed.). Association for Computing Machinery (ACM), p. 93-94 2 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Quick and Robust Feature Selection: the Strength of Energy-efficient Sparse Training for Autoencoders
Atashgahi, Z., Sokar, G. A. Z. N., van der Lee, T., Mocanu, E., Mocanu, D. C., Veldhuis, R. & Pechenizkiy, M., 1 Dec 2020, arXiv.org, 29 p. (arXiv.org).Research output: Working paper
Open AccessFile77 Downloads (Pure)
Activities
- 6 Organising a conference, workshop, ...
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24th European Conference on Artificial Intelligence, ECAI 2020
Decebal Constantin Mocanu (Organiser), Elena Mocanu (Organiser), Tiago Pinto (Organiser) & Zita Vale (Organiser)
29 Aug 2020 → 8 Sep 2020Activity: Participating in or organising an event › Organising a conference, workshop, ...
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24th European Conference on Artificial Intelligence, ECAI 2020
Tiago Pinto (Organiser), Zita Vale (Organiser), Pedro Faria (Organiser), Elena Mocanu (Organiser) & Decebal Constantin Mocanu (Organiser)
4 Sep 2020Activity: Participating in or organising an event › Organising a conference, workshop, ...
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29th International Joint Conference on Artificial Intelligence - Pacific Rim International Conference on Artificial Intelligence 2020
Decebal Constantin Mocanu (Organiser), Elena Mocanu (Organiser), Tiago Pinto (Organiser) & Zita Vale (Organiser)
2020Activity: Participating in or organising an event › Organising a conference, workshop, ...
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European Conference on Machine Learning and Knowledge Discovery in Databases, ECML-PKDD 2019
Elena Mocanu (Organiser) & Decebal Constantin Mocanu (Organiser)
19 Sep 2019Activity: Participating in or organising an event › Organising a conference, workshop, ...
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28th International Joint Conference on Artificial Intelligence, IJCAI 2019
Decebal Constantin Mocanu (Organiser), Elena Mocanu (Organiser), Zita Vale (Organiser) & Damien Ernst (Organiser)
12 Aug 2019Activity: Participating in or organising an event › Organising a conference, workshop, ...