Edinburgh Research Explorer

Prof Sotirios Tsaftaris

Personal Chair of Machine Learning and Computer Vision

  1. 2016
  2. Rotation-Invariant Restricted Boltzmann Machine Using Shared Gradient Filters

    Tsaftaris, S. & Giuffrida, M. V., 6 Sep 2016, Artificial Neural Networks and Machine Learning – ICANN 2016: 25th International Conference on Artificial Neural Networks, Barcelona, Spain, September 6-9, 2016, Proceedings, Part II. Springer International Publishing, (Theoretical Computer Science and General Issues).

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

  3. Supporting Autonomic Management of Clouds: Service Clustering with Random Forest

    Uriarte, R. B., Tiezzi, F. & Tsaftaris, S., Sep 2016, In : IEEE Transactions on Network and Service Management.

    Research output: Contribution to journalArticle

  4. Whole Image Synthesis using a Deep Encoder-Decoder Network

    Sevetlidis, V., Giuffrida, M. V. & Tsaftaris, S., 10 Aug 2016, Simulation and Synthesis in Medical Imaging: First International Workshop, SASHIMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Proceedings. Springer International Publishing

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

  5. Semi-automated registration-based anatomical labelling, voxel based morphometry and cortical thickness mapping of the mouse brain

    Pagani, M., Damiano, M., Tsaftaris, S. & Gozzi, A., 15 Jul 2016, In : Journal of Neuroscience Methods.

    Research output: Contribution to journalArticle

  6. Special issue on computer vision and image analysis in plant phenotyping

    Scharr, H., Dee, H., French, A. P. & Tsaftaris, S. A., 1 Jul 2016, In : Machine Vision and Applications. 27, 5, p. 607-609 3 p.

    Research output: Contribution to journalEditorial

  7. 2015
  8. Large-scale analysis of neuroimaging data on commercial clouds with content-aware resource allocation strategies

    Minervini, M., Rusu, C., Damiano, M., Tucci, V., Bifone, A., Gozzi, A. & Tsaftaris, S. A., 1 Nov 2015, In : International Journal of High Performance Computing Applications. 29, 4, p. 473-488 16 p.

    Research output: Contribution to journalArticle

  9. An interactive tool for semi-automated leaf annotation

    Minervini, M., Giuffrida, M. V. & Tsaftaris, S., 1 Sep 2015, Proceedings of the Computer Vision Problems in Plant Phenotyping (CVPPP). S. A. Tsaftaris, H. S. & Pridmore, T. (eds.). BMVA Press, p. 6.1-6.13

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

  10. Learning to Count Leaves in Rosette Plants

    Giuffrida, M. V., Minervini, M. & Tsaftaris, S., 1 Sep 2015, Proceedings of the Computer Vision Problems in Plant Phenotyping (CVPPP). S. A. Tsaftaris, H. S. & Pridmore, T. (eds.). BMVA Press, p. 1.1-1.13

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

  11. COMT Genetic Reduction Produces Sexually Divergent Effects on Cortical Anatomy and Working Memory in Mice and Humans

    Sannino, S., Gozzi, A., Cerasa, A., Piras, F., Scheggia, D., Manago, F., Damiano, M., Galbusera, A., Erickson, L. C., Tonelli, D. D. P., Bifone, A., Tsaftaris, S. A., Caltagirone, C., Weinberger, D. R., Spalletta, G. & Papaleo, F., Sep 2015, In : Cerebral Cortex. 25, 9, p. 2529-2541 13 p.

    Research output: Contribution to journalArticle

  12. Service clustering for autonomic clouds using random forest

    Uriarte, R. B., Tsaftaris, S. & Tiezzi, F., 7 Jul 2015, Proceedings - 2015 IEEE/ACM 15th International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2015. Institute of Electrical and Electronics Engineers Inc., p. 515-524 10 p. 7152517

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

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