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Research

Dr Leandro Soriano Marcolino

Lecturer in Data Engineering

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  1. 2022
  2. Published

    Computational prediction of potential inhibitors for SARS-COV-2 main protease based on machine learning, docking, MM-PBSA calculations, and metadynamics

    Gomes, I. D. S., Santana, C. A., Marcolino, L. S., Lima, L. H. F. D., Melo-Minardi, R. C. D., Dias, R. S., de Paula, S. O., Silveira, S. D. A. & Lodola, A. (ed.), 22/04/2022, In: PLoS ONE. 17, 4, 20 p., e0267471.

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

  3. 2021
  4. Published

    Sparse Adversarial Video Attacks with Spatial Transformations

    Mu, R., Soriano Marcolino, L., Ruan, W. & Ni, Q., 22/11/2021.

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

  5. Published

    A Meta-interactive Compositional Approach that Fosters Musical Emergence through Ludic Expressivity

    Escarce Junior, M., Rossmann Martins, G., Soriano Marcolino, L. & Rubegni, E., 30/09/2021, In: ACM - PACMHCI CHI PLAY. 5, CHI PLAY, p. 1-32 32 p., 262.

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

  6. Published

    Silver: Novel Rendering Engine for Data Hungry Computer Vision Models

    Kerim, A., Soriano Marcolino, L. & Jiang, R., 15/08/2021.

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

  7. Published

    Stand by me: Learning to keep cohesion in the navigation of heterogeneous swarms

    M. Grabe, T., R. Inácio, F., Soriano Marcolino, L., G. Macharet, D. & Chaimowicz, L., 1/06/2021.

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

  8. Published

    The paradox of productivity during quarantine: an agent-based simulation

    Hardy, P., Soriano Marcolino, L. & F. Fontanari, J., 29/01/2021, In: European Physical Journal B. 94, 6 p., 40.

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

  9. 2020
  10. Published

    Straight to the Point: Fast-forwarding Videos via Reinforcement Learning Using Textual Data

    De Souza Ramos, W., Silva, M. M., Araujo, E. R., Soriano Marcolino, L. & Nascimento, E. R., 5/08/2020, Proceedings of the 2020 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2020. IEEE, p. 10928-10937 10 p.

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

  11. Published

    Special issue of Teams in Multiagent Systems (TEAMAS): Preface

    Andrejczuk, E., Alberola, J. M., Marcolino, L. & Torroni, P., 12/05/2020, In: Fundam Inf. 174, 1, p. 61-62 2 p.

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

  12. Published

    On-line Estimators for Ad-hoc Task Allocation: Extended Abstract

    Shafipour Yourdshahi, E., Do Carmo Alves, M., Soriano Marcolino, L. & Angelov, P., 9/05/2020, Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2020). ACM, p. 1999–2001 3 p.

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

  13. Published

    Real-time Learning and Planning in Environments with Swarms: A Hierarchical and a Parameter-based Simulation Approach

    Pelcner, L., Li, S., Do Carmo Alves, M., Soriano Marcolino, L. & Collins, A., 9/05/2020, Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2020). ACM, p. 1019–1027 9 p.

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

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