Machine Learning and Optimisation

Publications

  1. 2019
  2. Accepted/In press

    Are older people any different from younger people in the way they want to interact with robots? Scenario based survey

    Biswas, M., Romeo, M., Cangelosi, A. & Jones, R. B., 10 Jul 2019, (Accepted/In press) In : Journal on Multimodal User Interfaces .

    Research output: Contribution to journalArticle

  3. Accepted/In press

    Deploying a Deep Learning Agent for HRI with Potential “end-users” at Multiple Sheltered Housing Sites

    Romeo, M., Hernandez Garcia, D., Jones, R. & Cangelosi, A., 9 Jul 2019, (Accepted/In press) 7th International Conference on Human-Agent Interaction.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  4. E-pub ahead of print

    From web crawled text to project descriptions: automatic summarizing of social innovation projects

    Milošević, N., Marinov, D., Gӧk, A. & Nenadic, G., 21 Jun 2019, 24th International Conference on Applications of Natural Language to Information Systems. Springer Nature

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  5. Accepted/In press

    A Bi-directional Multiple Timescales LSTM Model for Grounding of Actions and Verbs

    Antunes, A., Laflaquière, A., Ogata, T. & Cangelosi, A., 20 Jun 2019, (Accepted/In press) 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems .

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  6. Accepted/In press

    Evaluating the Acceptability of Assistive Robots for Early Detection of Mild Cognitive Impairment

    Luperto, M., Romeo, M., Lunardini, F., Basilico, N., Abbate, C., Jones, R., Cangelosi, A., Ferrante, S. & Borghese, N. A., 20 Jun 2019, (Accepted/In press) 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems .

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  7. Accepted/In press

    Sample-efficient Deep Reinforcement Learning with Imaginary Rollouts for Human-Robot Interaction

    Thabet, M., Patacchiola, M. & Cangelosi, A., 20 Jun 2019, (Accepted/In press) 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2019) .

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  8. E-pub ahead of print

    Dashing Hopes? The Predictive Accuracy of Domestic Abuse Risk Assessment by Police?

    Turner, E., Medina-Ariza, J. & Brown, G., 13 Jun 2019, In : The British Journal of Criminology.

    Research output: Contribution to journalArticle

  9. Accepted/In press

    On The Stability of Feature Selection in the Presence of Feature Correlations

    Sechidis, K., Papangelou, K., Nogueira, S., Weatherall, J. & Brown, G., 7 Jun 2019, (Accepted/In press) European Conference on Machine Learning.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  10. Accepted/In press

    Efficient Feature Selection Using Shrinkage Estimators

    Sechidis, K., Azzimonti, L., Pocock, A., Corani, G., Weatherall, J. & Brown, G., 9 Apr 2019, (Accepted/In press) In : Machine Learning.

    Research output: Contribution to journalArticle

  11. Accepted/In press

    Interval Multi-objective Optimization with Memetic Algorithms

    Sun, J., Miao, Z., Gong, D., Zeng, X., Li, J. & Wang, G., 27 Mar 2019, (Accepted/In press) In : IEEE Transactions on Cybernetics.

    Research output: Contribution to journalArticle

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