Research output per year
Research output per year
- 1 - 50 out of 97 results
Search results
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2024
Contributors to the aesthetic judgement of 3D virtual sculptures
Easton, E., Bernardet, U. & Ekart, A., 3 Apr 2024, ARTECH '23: Proceedings of the 11th International Conference on Digital and Interactive Arts. Olivero, L. F., Olivero, L. F., da Veiga, P. A., Araujo, A. B., Dourado, P. & da Silva, B. M. (eds.). ACM, 9 p. 24. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Published conference output › Conference publication
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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. 4195-4202Research output: Chapter in Book/Published conference output › Conference publication
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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
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Phylogeny-aware linear B-cell epitope predictor detects targets associated with immune response to orthopoxviruses
Campelo, F., de Oliveira, A. L. G., Reis-Cunha, J., Fraga, V. G., Bastos, P. H., Ashford, J., Ekárt, A., Adelino, T. E. R., Silva, M. V. F., de Melo Iani, F. C., de Jesus, A. C. P., Bartholomeu, D. C., de Souza Trindade, G., Fujiwara, R. T., Bueno, L. L. & Lobo, F. P., Nov 2024, In: Briefings in Bioinformatics. 25, 6, 12 p., bbae527.Research output: Contribution to journal › Article › peer-review
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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
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2023
Guest Editorial: Special Issue on Evolutionary Computation for Games
Schrum, J., Liu, J., Browne, C., Ekárt, A. & Gallagher, M., 17 Mar 2023, In: IEEE Transactions on Games. 15, 1, p. 1-4 4 p.Research output: Contribution to journal › Editorial › peer-review
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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
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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
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The Stuff We Swim in: Regulation Alone Will Not Lead to Justifiable Trust in AI
Powers, S. T., Linnyk, O., Guckert, M., Hannig, J., Pitt, J., Urquhart, N., Ekárt, A., Gumpfer, N., Han, T. A., Lewis, P. R., Marsh, S. & Weber, T., 31 Dec 2023, In: IEEE Technology and Society Magazine. 42, 4, p. 95-106 12 p.Research output: Contribution to journal › Article › peer-review
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2022
A GENTLER Approach to Urban Traffic Modelling and Prediction
Patelli, A., Hamilton, J. R., Lush, V. & Ekart, A., 23 Jul 2022, 2022 IEEE Congress on Evolutionary Computation, CEC 2022 - Conference Proceedings. IEEE, p. 1-8 8 p. 9870273Research output: Chapter in Book/Published conference output › Conference publication
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A Remote Breathing Relaxation System- A case-study for Web-based Real-time Adaptive Human to Virtual Human Interaction
Dar, S., Ekart, A. & Bernardet, U., 11 Jul 2022, Proceedings of 35th British HCI Conference Towards a Human-Centred Digital Society, HCI 2022. 4 p.Research output: Chapter in Book/Published conference output › Conference publication
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Axial Generation: Mixing Colour and Shapes to Automatically Form Diverse Digital Sculptures
Easton, E., Ekárt, A. & Bernardet, U., Nov 2022, In: SN Computer Science. 3, 6, 17 p., 505.Research output: Contribution to journal › Article › peer-review
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Evolving Neuromodulated Controllers in Variable Environments
Barnes, C. M., Ekárt, A., Ellefsen, K. O., Glette, K., Lewis, P. R. & Tørresen, J., 5 Jan 2022, 2021 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS). El-Araby, E., Kalogeraki, V., Pianini, D., Lassabe, F., Porter, B., Ghahremani, S., Nunes, I., Bakhouya, M. & Tomforde, S. (eds.). IEEE, p. 164-169 6 p.Research output: Chapter in Book/Published conference output › Conference publication
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Fruit quality and defect image classification with conditional GAN data augmentation
Bird, J. J., Barnes, C. M., Manso, L. J., Ekárt, A. & Faria, D. R., 5 Feb 2022, In: Scientia Horticulturae. 293, 110684.Research output: Contribution to journal › Article › peer-review
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Overcoming Dynamicity with Plasticity Neuromodulation for Lifelike Systems
Barnes, C. M., Ekárt, A., Ellefsen, K. O., Glette, K., Lewis, P. R. & Tørresen, J., 20 Jul 2022, In: CEUR workshop proceedings. 3461Research output: Contribution to journal › Conference article › peer-review
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The Use of Retinal Microvascular Function and Telomere Length in Age and Blood Pressure Prediction in Individuals with Low Cardiovascular Risk
Shokr, H., Lush, V., Dias, I. H., Ekárt, A., De Moraes, G. & Gherghel, D., Oct 2022, In: Cells. 11, 19, 15 p., 3037.Research output: Contribution to journal › Article › peer-review
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The Virtual Human Breathing Coach
Dar, S., Ekart, A. & Bernardet, U., 20 Apr 2022, Proceedings of 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW 2022). IEEE, p. 434-436 3 p. (IEEE VRW Proceedings).Research output: Chapter in Book/Published conference output › Conference publication
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2021
A study on CNN image classification of EEG Signals represented in 2D and 3D
Bird, J. J., Faria, D. R., Manso, L. J., Ayrosa, P. P. D. S. & Ekart, A., Apr 2021, In: Journal of Neural Engineering. 18, 2, 026005.Research output: Contribution to journal › Article › peer-review
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Axial Generation: A Concretism-Inspired Method for Synthesizing Highly Varied Artworks
Easton, E., Ekárt, A. & Bernardet, U., 2 Apr 2021, Artificial Intelligence in Music, Sound, Art and Design - 10th International Conference, EvoMUSART 2021, Held as Part of EvoStar 2021, Proceedings. Romero, J., Martins, T. & Rodríguez-Fernández, N. (eds.). Springer, p. 115-130 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12693 LNCS).Research output: Chapter in Book/Published conference output › Conference publication
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Behavioural Plasticity Can Help Evolving Agents in Dynamic Environments but at the Cost of Volatility
Barnes, C. M., Ekárt, A., Ellefsen, K. O., Glette, K., Lewis, P. R. & Tørresen, J., Dec 2021, In: ACM Transactions on Autonomous and Adaptive Systems. 15, 4, p. 1-26 26 p., 11.Research output: Contribution to journal › Article › peer-review
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Chatbot Interaction with Artificial Intelligence: human data augmentation with T5 and language transformer ensemble for text classification
Bird, J. J., Ekárt, A. & Faria, D. R., 23 Aug 2021, (E-pub ahead of print) In: Journal of Ambient Intelligence and Humanized Computing.Research output: Contribution to journal › Article › peer-review
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Cross-domain MLP and CNN Transfer Learning for Biological Signal Processing: EEG and EMG
Bird, J. J., Kobylarz, J., Faria, D. R., Ekart, A. & Ribeiro, E. P., Jan 2021, In: IEEE Access. 8, p. 54789-54801 13 p., 9027853.Research output: Contribution to journal › Article › peer-review
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Editorial for the Topical Issue “Evolution, the New AI Revolution”
Ekárt, A. & Esparcia-alcázar, A. I., 1 Nov 2021, In: SN Computer Science. 2, 6, 433.Research output: Contribution to journal › Editorial › peer-review
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Look and listen: A multi-modality late fusion approach to scene classification for autonomous machines
Bird, J. J., Faria, D. R., Premebida, C., Ekart, A. & Vogiatzis, G., 10 Feb 2021, 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2020. IEEE, p. 10380-10385 6 p. 9341557. (IEEE International Conference on Intelligent Robots and Systems).Research output: Chapter in Book/Published conference output › Conference publication
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Synthetic Biological Signals Machine-generated by GPT-2 improve the Classification of EEG and EMG through Data Augmentation
Bird, J. J., Pritchard, M., Fratini, A., Ekart, A. & Faria, D., 1 Apr 2021, In: IEEE Robotics and Automation Letters. 6, 2, p. 3498-3504 7 p., 9345373.Research output: Contribution to journal › Article › peer-review
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2020
Beyond goal-rationality: Traditional action can reduce volatility in socially situated agents
Barnes, C. M., Ekárt, A. & Lewis, P. R., 1 Dec 2020, In: Future Generation Computer Systems. 113, p. 579-596 18 p.Research output: Contribution to journal › Article › peer-review
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British Sign Language Recognition via Late Fusion of Computer Vision and Leap Motion with Transfer Learning to American Sign Language
Bird, J. J., Ekárt, A. & Faria, D. R., 9 Sept 2020, In: Sensors. 20, 18, 19 p., 5151.Research output: Contribution to journal › Article › peer-review
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Co-creating enduring institutions for socio-technical systems: The complementarity of content-based and value-based modelling approaches
Powers, S. T., Ekárt, A. & Lewis, P. R., 1 Jan 2020, ALIFE 2018 - 2018 Conference on Artificial Life: Beyond AI. MIT, p. 105-106 2 p.Research output: Chapter in Book/Published conference output › Conference publication
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Coevolutionary learning of neuromodulated controllers for multi-stage and gamified tasks
Barnes, C. M., Ekart, A., Ellefsen, K. O., Glette, K., Lewis, P. R. & Torresen, J., 15 Sept 2020, Proceedings - 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems, ACSOS 2020. El-Araby, E., Tomforde, S., Wood, T., Kumar, P., Raibulet, C., Petri, I., Valentini, G., Nelson, P. & Porter, B. (eds.). IEEE, p. 129-138 10 p. 9196458. (Proceedings - 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems, ACSOS 2020).Research output: Chapter in Book/Published conference output › Conference publication
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Country-level pandemic risk and preparedness classification based on COVID-19 data: A machine learning approach
Bird, J. J., Barnes, C. M., Premebida, C., Ekárt, A., Faria, D. R. & Hatzikirou, H. (Editor), Oct 2020, In: PLoS ONE. 15, 10, e0241332.Research output: Contribution to journal › Article › peer-review
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From Simulation to Reality: CNN Transfer Learning for Scene Classification
Bird, J. J., Faria, D. R., Ekart, A. & Ayrosa, P. P. S., 18 Sept 2020, 2020 IEEE 10th International Conference on Intelligent Systems, IS 2020 - Proceedings. Sgurev, V., Jotsov, V., Kruse, R. & Hadjiski, M. (eds.). IEEE, p. 619-625 7 p. 9199968. (2020 IEEE 10th International Conference on Intelligent Systems, IS 2020 - Proceedings).Research output: Chapter in Book/Published conference output › Conference publication
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Genetic Programming with Transfer Learning for Urban Traffic Modelling and Prediction
Ekárt, A., Patelli, A., Lush, V. & Ilie-Zudor, E., 3 Sept 2020, 2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings. IEEE, 9185880Research output: Chapter in Book/Published conference output › Conference publication
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On the effects of pseudorandom and quantum-random number generators in soft computing
Bird, J., Ekárt, A. & Faria, D., Jun 2020, In: Soft computing. 24, p. 9243–9256 14 p.Research output: Contribution to journal › Article › peer-review
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Optimisation of phonetic aware speech recognition through multi-objective evolutionary algorithms
Bird, J. J., Wanner, E., Ekárt, A. & Faria, D. R., 1 Sept 2020, In: Expert Systems with Applications. 153, 113402.Research output: Contribution to journal › Article › peer-review
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Overcoming Data Scarcity in Speaker Identification: Dataset Augmentation with Synthetic MFCCs via Character-level RNN
Bird, J. J., Faria, D. R., Premebida, C., Ekart, A. & Ayrosa, P. P. S., 19 May 2020, 2020 IEEE International Conference on Autonomous Robot Systems and Competitions, ICARSC 2020. Lau, N., Silva, M. F., Reis, L. P. & Cascalho, J. (eds.). IEEE, p. 146-151 6 p. 9096166Research output: Chapter in Book/Published conference output › Conference publication
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Preface
Romero, J., Ekárt, A., Martins, T. & Correia, J., 17 Apr 2020, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 12103, p. v-viResearch output: Contribution to journal › Conference article › peer-review
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Thumbs up, thumbs down: non-verbal human-robot interaction through real-time EMG classification via inductive and supervised transductive transfer learning
Kobylarz, J., Bird, J. J., Faria, D. R., Ribeiro, E. P. & Ekárt, A., Dec 2020, In: Journal of Ambient Intelligence and Humanized Computing. 11, 12, p. 6021-6031 11 p.Research output: Contribution to journal › Article › peer-review
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2019
Accent classification in human speech biometrics for native and non-native english speakers
Bird, J. J., Wanner, E., Ekárt, A. & Faria, D. R., 5 Jun 2019, Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, PETRA 2019. ACM, p. 554-560 7 p.Research output: Chapter in Book/Published conference output › Conference publication
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A Deep Evolutionary Approach to Bioinspired Classifier Optimisation for Brain-Machine Interaction
Bird, J., Faria, D., Manso, L. J., Ekárt, A. & Buckingham, C. D., 13 Mar 2019, In: Complexity. 2019, 14 p., 4316548.Research output: Contribution to journal › Article › peer-review
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A Study on Mental State Classification using EEG-based Brain-Machine Interface
Bird, J., Manso, L. J., Ribeiro, E. P., Ekárt, A. & Faria, D., 8 May 2019, 9th International Conference on Intelligent Systems 2018: Theory, Research and Innovation in Applications, IS 2018 - Proceedings. Martins, J., Jotsov, V., Bierwolf, R., Mendonca, J. P., Jardim-Goncalves, R. & Marques, M. (eds.). IEEE, p. 795-800 6 p. 8710576. (2018 International Conference on Intelligent Systems (IS)).Research output: Chapter in Book/Published conference output › Conference publication
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Disobedience as a mechanism of change
Burth Kurka, D., Pitt, J., Lewis, P. R., Patelli, A. & Ekart, A., 15 Jan 2019, Proceedings - 12th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, SASO 2018. IEEE, Vol. 2018-September. p. 1-10 10 p. 8613714. ( 2018 IEEE 12th International Conference on Self-Adaptive and Self-Organizing Systems (SASO)).Research output: Chapter in Book/Published conference output › Conference publication
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Evolutionary Optimisation of Fully Connected Artificial Neural Network Topology
Bird, J. J., Ekárt, A., Buckingham, C. D. & Faria, D. R., 23 Jun 2019, Intelligent Computing - Proceedings of the 2019 Computing Conference. Arai, K., Bhatia, R. & Kapoor, S. (eds.). Springer, p. 751-762 12 p. (Advances in Intelligent Systems and Computing; vol. 997).Research output: Chapter in Book/Published conference output › Conference publication
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High Resolution Sentiment Analysis by Ensemble Classification
Bird, J. J., Ekárt, A., Buckingham, C. D. & Faria, D. R., 23 Jun 2019, Intelligent Computing - Proceedings of the 2019 Computing Conference. Arai, K., Bhatia, R. & Kapoor, S. (eds.). Springer, p. 593-606 14 p. (Advances in Intelligent Systems and Computing; vol. 997).Research output: Chapter in Book/Published conference output › Conference publication
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Increasing genetic programming robustness using simulated dunning-kruger effect
Griffiths, T. D. & Ekárt, A., 13 Jul 2019, GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion. ACM, p. 340-341 2 p.Research output: Chapter in Book/Published conference output › Conference publication
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Phoneme aware speech recognition through evolutionary optimisation
Bird, J. J., Wanner, E., Ekárt, A. & Faria, D. R., 13 Jul 2019, GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion. ACM, p. 362-363 2 p. (GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion).Research output: Chapter in Book/Published conference output › Conference publication
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Phoneme Aware Speech Synthesis via Fine Tune Transfer Learning with a Tacotron Spectrogram Prediction Network
Bird, J. J., Ekárt, A. & Faria, D. R., 30 Aug 2019, Advances in Computational Intelligence Systems - Contributions Presented at the 19th UK Workshop on Computational Intelligence, 2019. Ju, Z., Zhou, D., Gegov, A., Yang, L. & Yang, C. (eds.). Springer, Vol. 1043. p. 271-282 12 p. (Advances in Intelligent Systems and Computing; vol. 1043).Research output: Chapter in Book/Published conference output › Conference publication
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Preface
Ekárt, A., Liapis, A. & Castro Pena, M. L., 1 Apr 2019, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 11453, p. v-viResearch output: Contribution to journal › Editorial › peer-review
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Smart Cyber-Physical System applications in production and logistics: special issue editorial
Ilie-Zudor, E., Preuveneers, D., Ekárt, A. & Hohwieler, E., 4 May 2019, In: International Journal of Computer Integrated Manufacturing. 32, 4-5, p. 327-328 2 p.Research output: Contribution to journal › Editorial › peer-review
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Social Action in Socially Situated Agents
Barnes, C. M., Ekart, A. & Lewis, P. R., 1 Jun 2019, Proceedings - 2019 IEEE 13th International Conference on Self-Adaptive and Self-Organizing Systems, SASO 2019. IEEE, Vol. 2019-June. p. 97-106 10 p. 8780530. (2019 IEEE 13th International Conference on Self-Adaptive and Self-Organizing Systems (SASO)).Research output: Chapter in Book/Published conference output › Conference publication
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Tired of Choosing? Just Add Structure and Virtual Reality
Easton, E., Bernardet, U. & Ekart, A., 27 Mar 2019, Computational Intelligence in Music, Sound, Art and Design - 8th International Conference, EvoMUSART 2019, Held as Part of EvoStar 2019, Proceedings. Castro Pena, M. L., Ekárt, A. & Liapis, A. (eds.). Springer, Vol. 11453. p. 142-155 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11453 LNCS).Research output: Chapter in Book/Published conference output › Conference publication
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