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Artificial Intelligence

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  1. 2025
  2. Published

    AI-Generated Content (AIGC) for Various Data Modalities: A Survey

    Foo, L. G., Rahmani, H. & Liu, J., 6/05/2025, In: ACM Computing Surveys. 57, 9, 66 p., 243.

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

  3. Published

    Transfer learning from inorganic materials to ivory detection

    Aghasanli, A., Angelov, P., Kangin, D., Kerns, J. & Shepherd, R. F., 3/05/2025, In: Scientific Reports. 15, 15536.

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

  4. E-pub ahead of print

    Improving radiation localization via energy-resolved angular photon responses

    Joyce, M. J., Tsitsimpelis, I., Alton, T. L., James Taylor, C., West, A., Lennox, B. & Livens, F., 30/04/2025, (E-pub ahead of print) In: International Journal of Modern Physics E.

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

  5. Forthcoming

    Use of Proceeds in Private Equity-Backed Initial Public Offerings

    Hammer, B., Marcotty-Dehm, N. & Martin, J., 23/04/2025, (Accepted/In press) In: British Accounting Review. 101672.

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

  6. Published

    IDEAL: Interpretable-by-Design ALgorithms for learning from foundation feature spaces

    Angelov, P., Kangin, D. & Zhang, Z., 14/04/2025, In: Neurocomputing. 626, 129464.

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

  7. Published

    Vision-based Landing Guidance through Tracking and Orientation Estimation

    Ferreira, J., Pinto, J., Moura, J., Li, Y., Castro, C. & Angelov, P., 8/04/2025, 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE

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

  8. Published

    Demonstrable and anatomy-driven knuckle identification via crease map segmentation

    Vyas, R., Williams, B., Rahmani, H., Boswell-Challand, R., Jiang, Z., Angelov, P. & Black, S., 21/02/2025, In: Signal, Image and Video Processing. 19, 4, 318.

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

  9. 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

  10. E-pub ahead of print

    Unpaired 3D Shape-to-Shape Translation via Gradient-Guided Triplane Diffusion

    Zhang, W., Rahmani, H. & Liu, J., 28/01/2025, (E-pub ahead of print) In: IEEE Transactions on Visualization and Computer Graphics. 13 p.

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

  11. 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

  12. Published

    Poisson-FOCuS: An Efficient Online Method for Detecting Count Bursts with Application to Gamma Ray Burst Detection. Rejoinder

    Ward, K., Dilillo, G., Eckley, I. & Fearnhead, P., 2/01/2025, In: Journal of the American Statistical Association. 120, 549, p. 34-37 4 p.

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

  13. 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

  14. 2024
  15. Published

    Adversarial Attack Detection via Fuzzy Predictions

    Li, Y., Angelov, P. & Suri, N., 31/12/2024, In: IEEE Transactions on Fuzzy Systems. 32, 12, p. 7015-7024 10 p.

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

  16. Published

    An explainable approach to deep learning from CT-scans for Covid identification

    Soares, E., Angelov, P. & Zhang, Z., 31/12/2024, In: Evolving Systems. 15, 6, p. 2159-2168 10 p.

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

  17. Published

    Quantum Face Recognition with Multi-Gate Quantum Convolutional Neural Network

    Zhu, Y., Bouridane, A., Celebi, M. E., Konar, D., Angelov, P., Ni, Q. & Jiang, R., 31/12/2024, In: IEEE Transactions on Artificial Intelligence. 5, 12, p. 6330-6341 12 p.

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

  18. 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

  19. Forthcoming

    Complex-Cycle-Consistent Diffusion Model for Monaural Speech Enhancement

    Li, Y., Sun, Y. & Angelov, P., 9/12/2024, (Accepted/In press) Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence. Philadelphia: AAAI

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

  20. Published

    Class-Agnostic Object Counting with Text-to-Image Diffusion Model

    Hui, X., Wu, Q., Rahmani, H. & Liu, J., 7/12/2024, Computer Vision -- ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part LXIX. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Cham: Springer, p. 1-18 18 p. (Lecture Notes in Computer Science ; vol. 15127).

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

  21. Published

    WALDATA: Wavelet transform based adversarial learning for the detection of anomalous trading activities

    Safa, K., Belatreche, A., Ouadfel, S. & Jiang, R., 1/12/2024, In: Expert Systems with Applications. 255, Part C, 124729.

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

  22. Published

    Self-Supervised Representation Learning for Adversarial Attack Detection

    Li, Y., Angelov, P. & Suri, N., 26/11/2024, Computer Vision – ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part I. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Cham: Springer, p. 236-252 18 p. (Lecture Notes in Computer Science; vol. 15118).

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

  23. 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

  24. Forthcoming

    Explainable Audio-Visual Representation Learning via Prototypical Contrastive Masked Autoencoder

    Li, Y. & Angelov, P., 15/11/2024, (Accepted/In press) The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NIPS).

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

  25. Forthcoming

    Robust Self-Supervised Learning for Adversarial Attack Detection

    Li, Y., Angelov, P. & Suri, N., 15/11/2024, (Accepted/In press) The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NIPS).

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

  26. Published

    DRPO: A Deep Learning Technique for Drug Response Prediction in Oncology Cell Lines

    Shahzad, M., Kadani, A. Z. U. A., Tahir, M. A., Malick, R. A. S. & Jiang, R., 31/10/2024, In: Alexandria Engineering Journal. 105, p. 88-97 9 p.

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

  27. 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

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