Peter Tino

Publications

  1. 2020
  2. E-pub ahead of print
  3. E-pub ahead of print
  4. Accepted/In press
  5. Published

    Dynamical systems as temporal feature spaces

    Peter Tino, 20 Feb 2020, In : Journal of Machine Learning Research. 21, 44, p. 1-42

    Research output: Contribution to journalArticle

  6. E-pub ahead of print

    Modelling prognostic trajectories of cognitive decline due to Alzheimer's disease

    Peter Tino, 26 Jan 2020, In : NeuroImage: Clinical. 26, p. 1-14 14 p., 102199.

    Research output: Contribution to journalArticle

  7. 2019
  8. Published

    Learning Transferable Variation Operators in a Continuous Genetic Algorithm

    Peter Tino & Xin Yao, 6 Dec 2019, 2019 IEEE Symposium Series on Computational Intelligence (SSCI 2019). Institute of Electrical and Electronics Engineers (IEEE), p. 2027-2033 9002976

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

  9. Published

    Coevolutionary systems and PageRank

    Siang Yew Chong, Peter Tino, Dec 2019, In : Artificial Intelligence. 277, 46 p., 103164.

    Research output: Contribution to journalArticle

  10. Published
  11. 2018
  12. Published
  13. E-pub ahead of print
  14. Published

    Asymptotic Fisher Memory of Randomized Linear Symmetric Echo State Networks

    Peter Tino, 12 Jul 2018, In : Neurocomputing. 298, p. 4-8 16 p.

    Research output: Contribution to journalArticle

  15. Published
  16. 2017
  17. E-pub ahead of print
  18. Published

    Indefinite Core Vector Machine

    Frank-Michael Schleif & Peter Tino, 1 Nov 2017, In : Pattern Recognition. 71, p. 187-195

    Research output: Contribution to journalArticle

  19. Published

    Learning predictive statistics from temporal sequences: Dynamics and strategies

    Yuan Shen, Peter Tino, 1 Oct 2017, In : Journal of Vision. 17, 12, p. 1-16 16 p.

    Research output: Contribution to journalArticle

  20. E-pub ahead of print

    Self-awareness for dynamic knowledge management in self-adaptive volunteer services

    Rami Bahsoon & Peter Tino, 11 Sep 2017, Proceedings - 2017 IEEE 24th International Conference on Web Services, ICWS 2017. Institute of Electrical and Electronics Engineers (IEEE), p. 180-187 8 p. 8029760

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

  21. Published

    Ordinal regression based on learning vector quantization

    Peter Tino, 1 Sep 2017, In : Neural Networks. 93, p. 76-88

    Research output: Contribution to journalArticle

  22. Published

    Learning predictive statistics: Strategies and brain mechanisms

    Yuan Shen, Peter Tino, 30 Aug 2017, In : Journal of Neuroscience. 37, 35, p. 8412-8427 16 p.

    Research output: Contribution to journalArticle

  23. E-pub ahead of print

    Functional brain networks for learning predictive statistics

    Yuan Shen, Peter Tino, Andrew Welchman & Zoe Kourtzi, 18 Aug 2017, In : Cortex.

    Research output: Contribution to journalSpecial issue

  24. Published

    Classification of sparsely and irregularly sampled time series: A learning in model space approach

    Yuan Shen, Peter Tino, 3 Jul 2017, 2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings. Institute of Electrical and Electronics Engineers (IEEE), Vol. 2017-May. p. 3696-3703 8 p. 7966321

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

  25. E-pub ahead of print

    Linear dynamical based models for sequential domains

    Peter Tino, 3 Jul 2017, 2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings. Institute of Electrical and Electronics Engineers (IEEE), Vol. 2017-May. p. 2201-2208 8 p. 7966122

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

  26. E-pub ahead of print

    Probabilistic matching: Causal inference under measurement errors

    Peter Tino, 3 Jul 2017, 2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings. Institute of Electrical and Electronics Engineers (IEEE), Vol. 2017-May. p. 278-285 8 p. 7965866

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

  27. E-pub ahead of print
  28. Published

    Classification framework for partially observed dynamical systems

    Yuan Shen, Peter Tino, 14 Apr 2017, In : Physical Review E. 95, 4, 043303.

    Research output: Contribution to journalArticle

  29. Published
  30. Published

    Unravelling socio-motor biomarkers in schizophrenia

    Yuan Shen, Peter Tino, 1 Feb 2017, In : NPJ schizophrenia. 3, 8.

    Research output: Contribution to journalArticle

  31. 2016
  32. E-pub ahead of print

    Interaction-Awareness for Self-Adaptive Volunteer Computing

    Rami Bahsoon & Peter Tino, 8 Dec 2016, Proceedings - IEEE 10th International Conference on Self-Adaptive and Self-Organizing Systems, SASO 2016. Institute of Electrical and Electronics Engineers (IEEE), p. 148-149 2 p. 7774399

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

  33. Published
  34. E-pub ahead of print

    Finding small sets of random fourier features for shift-invariant kernel approximation

    Frank-Michael Schleif, Ata Kaban & Peter Tino, 9 Sep 2016, Artificial Neural Networks in Pattern Recognition - 7th IAPR TC3 Workshop, ANNPR 2016, Proceedings. Springer Verlag, Vol. 9896 LNAI. p. 42-54 13 p. (Lecture Notes in Computer Science; vol. 9896 LNAI).

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

  35. Published

    Oversampling the Minority Class in the Feature Space

    Peter Tino, Sep 2016, In : IEEE Transactions on Neural Networks and Learning Systems. 27, 9, p. 1947-1961 15 p.

    Research output: Contribution to journalArticle

  36. Published

    Model-coupled autoencoder for time series visualisation

    Peter Tino, 5 Jun 2016, In : Neurocomputing. 192, p. 139-146

    Research output: Contribution to journalArticle

  37. Published

    Learning in indefinite proximity spaces - Recent trends

    Frank-Michael Schleif, Peter Tino, 30 Apr 2016, ESANN 2016 - 24th European Symposium on Artificial Neural Networks. i6doc.com, p. 113-122 10 p.

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

  38. 2015
  39. Published

    Indefinite proximity learning: A review

    Frank-Michael Schleif & Peter Tino, 21 Oct 2015, In : Neural Computation. 27, 10, p. 2039-2096 58 p.

    Research output: Contribution to journalArticle

  40. Published

    Incremental probabilistic classification vector machine with linear costs

    Frank-Michael Schleif & Peter Tino, 28 Sep 2015, Proceedings of the International Joint Conference on Neural Networks. Institute of Electrical and Electronics Engineers (IEEE), 8 p. 7280377

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

  41. Published

    Self-Adaptive Volunteered Services Composition through Stimulus- and Time-Awareness

    Rami Bahsoon, Peter Tino, 17 Aug 2015, Proceedings 2015 IEEE International Conference on Web Services (ICWS). Institute of Electrical and Electronics Engineers (IEEE), p. 57-64

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

  42. Published

    Towards self-aware service composition

    Rami Bahsoon & Peter Tino, 9 Mar 2015, Proceedings - 16th IEEE International Conference on High Performance Computing and Communications, HPCC 2014, 11th IEEE International Conference on Embedded Software and Systems, ICESS 2014 and 6th International Symposium on Cyberspace Safety and Security, CSS 2014. Institute of Electrical and Electronics Engineers (IEEE), p. 1275-1279 5 p. 7056907

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

  43. Published

    Artificial neural network models

    Peter Tino, 1 Jan 2015, Springer Handbook of Computational Intelligence. Kacprzyk, J. & Pedrycz, W. (eds.). Springer, p. 455-471 17 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  44. Published

    Automated detection of galaxy groups through probabilistic hough transform

    Peter Tino, Trevor Ponman, 2015, Neural Information Processing : 22nd International Conference, ICONIP 2015, Istanbul, Turkey, November 9-12, 2015, Proceedings Part III. Arik, S., Huang, T., Lai, W. K. & Lui, Q. (eds.). Springer, Vol. 9491. p. 323-331 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9491).

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

  45. Published

    Large scale indefinite kernel fisher discriminant

    Frank-Michael Schleif & Peter Tino, 2015, Similarity-Based Pattern Recognition : Third International Workshop, SIMBAD 2015, Copenhagen, Denmark, October 12-14, 2015. Proceedings. Feragen, A., Pelillo, M. & Loog, M. (eds.). Springer, Vol. 9370. p. 160-170 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9370).

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

  46. Published

    Model metric co-learning for time series classification

    Peter Tino & Xin Yao, 2015, IJCAI International Joint Conference on Artificial Intelligence. Yang, Q. & Wooldridge, M. (eds.). AAAI Press, p. 3387-3394 8 p.

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

  47. Published

    Probabilistic Classification Vector Machine at large scale

    Frank-Michael Schleif & Peter Tino, 2015, 23rd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2015 - Proceedings. i6doc.com, p. 555-560 6 p.

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

  48. 2014
  49. Published

    Ordinal regression neural networks based on concentric hyperspheres

    Peter Tino, Nov 2014, In : Neural Networks. 59, p. 51-60

    Research output: Contribution to journalArticle

  50. Published

    Learning the deterministically constructed Echo State Networks

    Peter Tino, 3 Sep 2014, Proceedings of the 2014 International Joint Conference on Neural Networks. Institute of Electrical and Electronics Engineers (IEEE), p. 77-83 7 p. 6889714

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

  51. Published
  52. Published

    Dimensionality reduction and topographic mapping of binary tensors

    Peter Tino, Aug 2014, In : Pattern Analysis and Applications. 17, 3, p. 497-515 19 p.

    Research output: Contribution to journalArticle

  53. Published
  54. Published
  55. Published

    A utility model for volunteered service composition

    Rami Bahsoon, Peter Tino, 29 Jan 2014, Proceedings - 2014 IEEE/ACM 7th International Conference on Utility and Cloud Computing, UCC 2014. Institute of Electrical and Electronics Engineers (IEEE), p. 337-344 8 p. 7027510

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

  56. Published

    Learning in the model space for cognitive fault diagnosis

    Huanhuan Chen, Peter Tino & Xin Yao, 1 Jan 2014, In : IEEE Transactions on Neural Networks and Learning Systems. 25, 1, p. 124-136 13 p., 6515601.

    Research output: Contribution to journalArticle

  57. Published
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