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Research

Dr Leandro Soriano Marcolino

Lecturer in Data Engineering

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  1. 2025
  2. Published

    Enhancing deep reinforcement learning for scale flexibility in real-time strategy games

    Lemos, M. L. H. D., Vieira, R. E. S., Tavares, A. R., Marcolino, L. S. & Chaimowicz, L., 31/01/2025, In: Entertainment Computing. 52, 100843.

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

  3. Forthcoming

    Uncertainty Quantification in Measuring Ore Mass Flow Rate with Data-Driven Soft Sensors

    dos Santos Diniz, F. J., Neves Matos, S., Ueyama, J., Soriano Marcolino, L., da Silva Luz, E. J. & Pessin, G., 24/01/2025, (Accepted/In press) Proceedings of the 2025 International Instrumentation and Measurement Technology Conference (IEEE I2MTC). IEEE

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

  4. Published

    Decision-Making in Evolving Environments: A Bayesian Multi-Agent Bandit Framework

    Alsomali, M., Soriano Marcolino, L., Porter, B. & Rodrigues-Filho, R., 2025, AAMAS: International Conference on Autonomous Agents and Multiagent Systems. ACM, 2 p.

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

  5. 2024
  6. Forthcoming

    Robust Knowledge Distillation in Federated Learning: Counteracting Backdoor Attacks

    Alharbi, E., Soriano Marcolino, L., Ni, Q. & Gouglidis, A., 12/12/2024, (Accepted/In press) Proceedings of the IEEE Conference on Secure and Trustworthy Machine Learning (SaTML). IEEE, 14 p.

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

  7. Published

    Incentive-Driven Multi-agent Reinforcement Learning Approach for Commons Dilemmas in Land-Use

    Pelcner, L., do Carmo Alves, M. A., Soriano Marcolino, L., Harrison, P. & Atkinson, P., 16/11/2024, PRIMA 2024: Principles and Practice of Multi-Agent Systems: : 25th International Conference, Kyoto, Japan, November 18–24, 2024, Proceedings. Ariska, R., Sanchez-Anguix, V., Stein, S., Aydoğan, R., van der Torre, L. & Ito, T. (eds.). Cham: Springer, p. 284-289 6 p. (Lecture Notes in Computer Science; vol. 15395).

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

  8. Published

    Text-driven Video Acceleration

    De Souza Ramos, W., Soriano Marcolino, L. & Nascimento, E. R., 30/09/2024, 37th Conference on Graphics, Patterns and Images (SIBGRAPI): Workshop of Theses and Dissertations (WTD). p. 35-41 7 p.

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

  9. Forthcoming

    An Online Incremental Learning Approach for Configuring Multi-arm Bandits Algorithms

    Alsomali, M., Rodrigues-Filho, R., Soriano Marcolino, L. & Porter, B., 4/07/2024, (Accepted/In press) ECAI: European Conference On Artificial Intelligence. 8 p. 2033

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

  10. 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

  11. 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

  12. 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

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