Aston Centre for Artificial Intelligence Research and Application

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  • 2025

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

    Barzas, K., Fouad , S., Jasa, G. & Landini, G., 22 Feb 2025, Computational Advances in Bio and Medical Sciences - 12th International Conference, ICCABS 2023, Revised Selected Papers: 12th International Conference, ICCABS 2023, Norman, OK, USA, December 11–13, 2023, Revised Selected Papers. Bansal, M. S., Chen, W., Khudyakov, Y., Măndoiu, I. I., Moussa, M. R., Patterson, M., Rajasekaran, S., Skums, P., Thankachan, S. V. & Zelikovsky, A. (eds.). Springer, p. 1-13 13 p. (Lecture Notes in Computer Science: ICCABS proceedings; vol. 14548).

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

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  • Habitat Connectivity Trends: Calculation, Modelling and Assessment

    Kriukov, V., Bastin, L., Rahman, R., Serral, I. & Maso, J., 17 Apr 2025, 33rd GISRUK Conference 2025. 5 p.

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

    Open Access

  • The Importance of Being Earnest: Multiple Heterogeneous Container Loading with a Simple Genetic Algorithm

    Rusin, F., Fiala, J., Sanker, J., Bhattarai, S. & Ekárt, A., 17 Apr 2025, Applications of Evolutionary Computation: 28th European Conference, EvoApplications 2025, Held as Part of EvoStar 2025, Trieste, Italy, April 23-25, 2025, Proceedings, Part I. García-Sánchez, P., Hart, E. & Thomson, S. L. (eds.). p. 482-495 14 p. (Lecture Notes in Computer Science (LNCS); vol. 15612).

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

  • 2024

    A comparison of global optimizers applied to point cloud registration

    Barrios, P., Guzman, V., Adams, M. & Rudorfer, M., 26 Nov 2024, Conference Proceedings of the 13th International Conference on Control, Automation and Information Sciences (ICCAIS). IEEE, 5 p. (Proceedings of the International Conference on Control, Automation and Information Sciences (ICCAIS)).

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

  • AI Generated Art: Latent Diffusion-Based Style and Detection

    Bird, J. J., Barnes, C. M. & Lotfi, A., 1 Feb 2024, (E-pub ahead of print) Advances in Computational Intelligence Systems. p. 157-169 (Advances in Intelligent Systems and Computing (AISC); vol. 1453).

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

  • autoWT: A Semi-Automated ML-Based Movement Tracking System for Performance Tracking and Analysis in Olympic Weightlifting

    Jurkans, G., Ekárt, A. & Bernardet, U., 2024, Proceedings of the 12th International Conference on Sport Sciences Research and Technology Support, icSPORTS 2024 - Volume 1. Aliverti, A., Morouco, P. & Capelli, C. (eds.). p. 60-71 12 p. (International Conference on Sport Sciences Research and Technology Support, icSPORTS - Proceedings).

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

    Open Access

  • 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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  • Habitat connectivity workflow to support decisions and trade-offs between local stakeholders

    Kruikov, V., Bastin, L., Serral, I. & Maso, J., 10 Apr 2024, 32nd Annual GIS Research UK Conference (GISRUK). 11 p.

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

    Open Access

  • Hierarchical Temporal Convolution Network: Towards Privacy-Centric Activity Recognition

    Zakka, V. G., Dai, Z. & Manso, L. J., 21 Dec 2024, Proceedings of the International Conference on Ubiquitous Computing and Ambient Intelligence (UCAml 2024). Bravo, J., Nugent, C. & Cleland, I. (eds.). 1 ed. 16 p. (Lecture Notes in Networks and Systems).

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

  • Hierarchies of Power: Identifying Expertise in Anonymous Online Interactions

    Htait, A., Busso, L. & Grant, T., 1 Feb 2024, (E-pub ahead of print) Advances in Computational Intelligence Systems (UKCI 2023). Naik, N., Jenkins, P., Grace, P., Yang, L. & Prajapat, S. (eds.). p. 133-139 (Advances in Intelligent Systems and Computing (AISC); vol. 1453).

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

  • Integrating Temporal Context into Streaming Data for Human Activity Recognition in Smart Home

    Vicini, M., Rudorfer, M., Dai, Z. & Manso, L. J., 21 Dec 2024, Proceedings of the International Conference on Ubiquitous Computing and Ambient Intelligence (UCAmI 2024). Bravo, J., Nugent, C. & Cleland, I. (eds.). Springer, p. 238-251 14 p. (Lecture Notes in Networks and Systems; vol. 1212 LNNS).

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

  • Modelling Individual Aesthetic Preferences of 3D Sculptures

    Easton, E., Bernardet, U. & Ekárt, A., 29 Mar 2024, Artificial Intelligence in Music, Sound, Art and Design - 13th International Conference, EvoMUSART 2024, Held as Part of EvoStar 2024, Proceedings. Johnson, C., Rebelo, S. M. & Santos, I. (eds.). Springer, p. 130-145 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14633 LNCS).

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

  • 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

    Open Access
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  • 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

  • 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

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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

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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
  • 2022

    A Study on Psychometric Assessment Data for Autonomous Dementia Detection

    Barnes, C., 29 Jun 2022, Proceedings of the 15th International Conference on PErvasive Technologies Related to Assistive Environments, PETRA 2022. ACM, p. 383-389 7 p. (ACM International Conference Proceeding Series).

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

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  • 2019

    Point Pair Feature Matching: Evaluating Methods to Detect Simple Shapes

    Ziegler, M., Rudorfer, M., Kroischke, X., Krone, S. & Krüger, J., 23 Nov 2019, Computer Vision Systems - 12th International Conference, ICVS 2019, Proceedings. Tzovaras, D., Giakoumis, D., Vincze, M. & Argyros, A. (eds.). p. 445-456 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11754 LNCS).

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

  • Towards Learning 3d Object Detection and 6d Pose Estimation from Synthetic Data

    Rudorfer, M., Neumann, L. & Krüger, J., 13 Sept 2019, Proceedings - 2019 24th IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2019. IEEE, p. 1540-1543 4 p. 8869318. (IEEE International Conference on Emerging Technologies and Factory Automation, ETFA; vol. 2019-September).

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

  • 2018

    Holo Pick'n'Place

    Rudorfer, M., Guhl, J., Hoffmann, P. & Kruger, J., 22 Oct 2018, Proceedings - 2018 IEEE 23rd International Conference on Emerging Technologies and Factory Automation, ETFA 2018. IEEE, p. 1219-1222 4 p. 8502527. (IEEE International Conference on Emerging Technologies and Factory Automation, ETFA; vol. 2018-September).

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

  • 2000

    Tracking the positional uncertainty in 'ground truth'

    Bastin, L., Edwards, M. & Fisher, P., 1 Jun 2000, ACCURACY 2000, PROCEEDINGS. Heuvelink, G. & Lemmens, M. (eds.). (Accuracy, Proceedings).

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

  • 1999

    Visualising and tracking uncertainty in thematic classifications of satellite imagery

    Bastin, L., Wood, J. & Fisher, P. F., 6 Aug 1999, IEEE 1999 International Geoscience and Remote Sensing Symposium. IGARSS'99 (Cat. No.99CH36293). IEEE

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