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Research

Dr Leandro Soriano Marcolino

Lecturer in Data Engineering

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  1. 2024
  2. Published

    Enhancing robustness in video recognition models: Sparse adversarial attacks and beyond

    Mu, R., Marcolino, L., Ni, Q. & Ruan, W., 31/03/2024, In: Neural Networks. 171, p. 127-143 17 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. Forthcoming

    Multi-armed Bandits for Self-distributing Stateful Services across Networking Infrastructures

    Meletti Rappa, F., Rodrigues-Filho, R., R. Panisson, A., Soriano Marcolino, L. & Bittencourt, L., 1/03/2024, (Accepted/In press).

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  4. Published

    Water level identification with laser sensors, inertial units, and machine learning

    M. Ranieri, C., V. K. Foletto, A., D. Garcia, R., N. Matos, S., M. G. Medina, M., Soriano Marcolino, L. & Ueyama, J., 31/01/2024, In: Engineering Applications of Artificial Intelligence. 127, Part A, 107235.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. 2023
  6. Forthcoming

    Incentive-based MARL Approach for Commons Dilemmas in Property-based Environments: Extended Abstract

    Pelcner, L., do Carmo Alves, M. A., Soriano Marcolino, L., Harrison, P. & Atkinson, P., 21/12/2023, (Accepted/In press) Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems. 23 ed. IFAAMAS, 3 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  7. Forthcoming

    It Is Among Us: Identifying Adversaries in Ad-hoc Domains Using Q-valued Bayesian Estimations

    do Carmo Alves, M. A., Varma, A., Elkhatib, Y. & Soriano Marcolino, L., 21/12/2023, (Accepted/In press) Proc. of the 23rd International Conference on Autonomous Agents and Multiagent Systems. 23 ed. IFAAMAS, 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  8. Forthcoming

    ReCePS: Reward Certification for Policy Smoothed Reinforcement Learning

    Mu, R., Soriano Marcolino, L., Zhang, T., Zhang, Y., Huang, X. & Ruan, W., 10/12/2023, (Accepted/In press) Conference on Artificial Intelligence (AAAI-24): SRRAI Special Track.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  9. Forthcoming

    Leveraging Synthetic Data to Learn Video Stabilization Under Adverse Conditions

    Kerim, A., De Souza Ramos, W., Soriano Marcolino, L., Nascimento, E. R. & Jiang, R., 24/10/2023, (Accepted/In press) IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  10. Published

    The Aesthetics of Disharmony: Harnessing Sounds and Images for Dynamic Soundscapes Generation

    Escarce Junior, M., Rossmann Martins, G., Soriano Marcolino, L. & Rubegni, E., 4/10/2023, In: ACM - PACMHCI CHI PLAY. 7, CHI PLAY, p. 665-698 34 p., 399.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  11. Forthcoming

    Information-guided Planning: An Online Approach for Partially Observable Problems

    do Carmo Alves, M. A., Varma, A., Elkhatib, Y. & Soriano Marcolino, L., 21/09/2023, (Accepted/In press) Thirty-seventh Conference on Neural Information Processing Systems.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  12. Forthcoming

    Scale-Invariant Reinforcement Learning in Real-Time Strategy Games

    Harry Diniz Lemos, M. L., Vieira, R. E. S., Rocha Tavares, A., Soriano Marcolino, L. & Chaimowicz, L., 25/08/2023, (Accepted/In press) Proceedings of SBGames 2023.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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