Machine Learning and Optimisation

Publications

  1. 2019
  2. 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

  3. 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

  4. Published

    Editorial: Consciousness in humanoid robots

    Chella, A., Cangelosi, A., Metta, G. & Bringsjord, S., 22 Mar 2019, In : Frontiers in Robotics and AI. 6, MAR, 17.

    Research output: Contribution to journalEditorial

  5. Accepted/In press

    Exploring Deep Models for Comprehension of Deictic Gesture-Word Combinations in Cognitive Robotics

    Pizzuto, G. & Cangelosi, A., 7 Mar 2019, (Accepted/In press) International Joint Conference on Neural Networks.

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

  6. Published

    Regional condition-aware hybrid routing protocol for hybrid wireless mesh network

    Chai, Y. & Zeng, X., 15 Jan 2019, In : Computer Networks. 148, p. 120-128 8 p.

    Research output: Contribution to journalArticle

  7. Published

    An Aspiration-Based Approach for Qualitative Decision-Making With Complex Linguistic Expressions

    Wang, H., Xu, C., Xu, Z., Zeng, X. J. & Pedrycz, W., 2019, In : IEEE Access. 7, p. 12529-12546 18 p., 8611226.

    Research output: Contribution to journalArticle

  8. Published

    Generalisation of Anthropomorphic Stereotype

    Zanatto, D., Patacchiola, M., Cangelosi, A. & Goslin, J., 2019, In : International Journal of Social Robotics.

    Research output: Contribution to journalArticle

  9. Published

    Modular Dimensionality Reduction

    Reeve, H. W. J., Mu, T. & Brown, G., 2019, Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2018.

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

  10. Published

    Toward an Understanding of Adversarial Examples in Clinical Trials

    Papangelou, K., Sechidis, K., Weatherall, J. & Brown, G., 2019, Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2018.

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

  11. Published

    TRANSFERABLE POSITIVE/NEGATIVE SPEECH EMOTION RECOGNITION VIA CLASS-WISE ADVERSARIAL DOMAIN ADAPTATION

    Zhou, H. & Chen, K., 2019, Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP-2019) .

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

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