Aston Centre for Artificial Intelligence Research and Application

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  • 2024

    Estimating the Limits of Organism-Specific Training for Epitope Prediction

    Ashford, J., Ekárt, A. & Campelo, F., 1 Jan 2024, 4th Workshop on Artificial Intelligence and Big Data vs. Pandemics: at 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). IEEE, p. 4195-4202

    Research output: Chapter in Book/Published conference output › Conference publication

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  • Predictive World Models for Social Navigation

    Oguzie, G., Ekárt, A. & Manso, L. J., 1 Feb 2024, Advances in Computational Intelligence Systems, Contributions Presented at the 22nd UK Workshop on Computational Intelligence. Naik, N., Jenkins, P., Grace, P., Yang, L. & Prajapat, S. (eds.). Springer, p. 53–64 13 p. (Advances in Intelligent Systems and Computing (AISC)).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Synthesizing Traffic Datasets using Graph Neural Networks

    Rodriguez-Criado, D., Chli, M., Manso, L. J. & Vogiatzis, G., 13 Feb 2024, Proceedings of IEEE 26th International Conference on Intelligent Transportation Systems ITSC. IEEE, p. 3361-3368 8 p.

    Research output: Chapter in Book/Published conference output › Conference publication

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  • 2023

    Active GA Accelerated by Simulated Annealing to Solve SPP in Packet Networks

    Fonseca, D. S., Wanner, E. F., Marcelino, C. G., Silva, G. P., Jimenez-Fernandez, S. & Salcedo-Sanz, S., 1 Jan 2023, Optimization, Learning Algorithms and Applications - Second International Conference, OL2A 2022, Proceedings. Pereira, A. I., Košir, A., Fernandes, F. P., Pacheco, M. F., Teixeira, J. P. & Lopes, R. P. (eds.). Springer, p. 342-356 (Communications in Computer and Information Science; vol. 1754 CCIS).

    Research output: Chapter in Book/Published conference output › Conference publication

  • A Multi-objective Approach for the Menu Planning Problem: A Brazilian Case Study

    Moreira, R. P. C., Marcelino, C. G., Martins, F. V. C., Wanner, E. F., Jimenez-Fernandez, S. & Salcedo-Sanz, S., 1 Jan 2023, Optimization, Learning Algorithms and Applications - Second International Conference, OL2A 2022, Proceedings. Pereira, A. I., Košir, A., Fernandes, F. P., Pacheco, M. F., Teixeira, J. P. & Lopes, R. P. (eds.). Springer, p. 275-290 (Communications in Computer and Information Science; vol. 1754 CCIS).

    Research output: Chapter in Book/Published conference output › Conference publication

  • An Explainable Deep Learning Framework for Mandibular Canal Segmentation from Cone Beam Computed Tomography volumes

    Barzas, K., Fouad, S., Jasa, G. & Landini, G., 8 Nov 2023, (Accepted/In press) The 12th International Conference on Computational Advances in Bio and Medical Sciences. Springer, (Lecture Notes in Computer Science: ICCABS proceedings).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Assessment and Feedback in the Generative AI Era: Transformative Opportunities, Novel Assessment Strategies and Policies in Higher Education

    Souppez, J-B. R. G., Goswami, D. & Yuen, J., 4 Dec 2023, (E-pub ahead of print) IFNTF Symposathon, Augmenting Teaching Excellence: Embracing the future of Education with AI and Emerging Technologies. 9 p.

    Research output: Chapter in Book/Published conference output › Conference publication

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  • Asynchronous and Distributed Multi-agent Systems: An Approach Using Actor Model

    Reis, F. D., Nascimento, T. B., Marcelino, C. G., Wanner, E. F., Borges, H. E. & Salcedo-Sanz, S., 1 Jan 2023, Optimization, Learning Algorithms and Applications - Second International Conference, OL2A 2022, Proceedings. Pereira, A. I., Košir, A., Fernandes, F. P., Pacheco, M. F., Teixeira, J. P. & Lopes, R. P. (eds.). Springer, p. 701-713 (Communications in Computer and Information Science; vol. 1754 CCIS).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Budget-feasible Mechanism Design for Cost-Benefit Optimization in Gradual Service Procurement

    Farhadi, F., Chli, M. & Jennings, N. R., 30 May 2023, Proceedings of AAMAS 2023. IFAAMAS, Vol. 2023-May. p. 2706-2708 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Cooperative Vehicle Identification for Safe Connected Autonomous Driving

    Tang, Z., He, J. & Zheng, J., 1 Sept 2023, 2023 IEEE/CIC International Conference on Communications in China (ICCC Workshops). IEEE, (2023 IEEE/CIC International Conference on Communications in China, ICCC Workshops 2023).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Dyna-DM: Dynamic Object-aware Self-supervised Monocular Depth Maps

    Saunders, K., Vogiatzis, G. & Manso, L. J., 25 May 2023, 2023 IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC). Lopes, A. C., Pires, G., Pinto, V. H., Lima, J. L. & Fonseca, P. (eds.). IEEE, p. 10-16 7 p. (Proceedings of IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC)).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Is Beauty in the Age of the Beholder?

    Easton, E., Bernardet, U. & Ekárt, A., 1 Apr 2023, Artificial Intelligence in Music, Sound, Art and Design - 12th International Conference, EvoMUSART 2023, Held as Part of EvoStar 2023, Proceedings: 12th International Conference, EvoMUSART 2023. Johnson, C., Rodríguez-Fernández, N. & Rebelo, S. M. (eds.). p. 84-99 (Lecture Notes in Computer Science; vol. 13988).

    Research output: Chapter in Book/Published conference output › Conference publication

  • Predicting Normal and Anomalous Urban Traffic with Vectorial Genetic Programming and Transfer Learning

    Hamilton, J. R., Ekárt, A. & Patelli, A., 9 Apr 2023, International Conference on the Applications of Evolutionary Computation (Part of EvoStar). Correia, J., Smith, S. & Qaddoura, R. (eds.). 1 ed. p. 519–535 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13989 LNCS).

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access
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  • Self-supervised Monocular Depth Estimation: Let’s Talk About the Weather

    Saunders, K., Vogiatzis, G. & Manso, L. J., 6 Oct 2023, (E-pub ahead of print) Proceedings of the 2023 International Conference on Computer Vision. IEEE, p. 8907-8917 11 p.

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access
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  • Sentiment Analysis for Women in STEM using Twitter and Transfer Learning Models

    Fouad, S. & Alkooheji, E., 20 Mar 2023, Proceedings - 17th IEEE International Conference on Semantic Computing, ICSC 2023. IEEE, p. 227-234 8 p. 78. (Proceedings - 17th IEEE International Conference on Semantic Computing, ICSC 2023).

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access
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  • SocNavGym: A Reinforcement Learning Gym for Social Navigation

    Kapoor, A., Swamy, S., Bachiller-Burgos, P. & Manso, L. J., 13 Nov 2023, 2023 32nd IEEE International Conference on Robot and Human Interactive Communication (RO-MAN). IEEE, 8 p. (IEEE International Conference on Robot and Human Interactive Communication (RO-MAN)).

    Research output: Chapter in Book/Published conference output › Conference publication

  • The Missing Tip: Lack of Micro-Movements Impairs Navigation Realism in Artificial Social Agents

    Sharp, J. & Bernardet, U., 22 Feb 2023, ICAART 2023 - Proceedings of the 15th International Conference on Agents and Artificial Intelligence - (Volume 1). Rocha, A. P., Steels, L. & van den Herik, J. (eds.). Vol. 1. p. 380-386 7 p. (Proceedings of the 15th International Conference on Agents and Artificial Intelligence).

    Research output: Chapter in Book/Published conference output › Conference publication

    Open Access