1. //
  2. Start
  3. //
  4. Researchers
  5. //
  6. Samuel Fadel
  7. //
  8. Publications
  9. //

Samuel Fadel

Dr.

Contact

Dr. Samuel Fadel

Advanced search options
Advanced search options

Reset

    to
    1 - 10 out of 10Page size: 10
    1. 2023
    2. Published

      Exploring the Poincaré Ellipsis

      Fadel, S., Paulsen, T. & Brefeld, U., 09.2023, 20th Machine Learning on Graphs workshop.

      Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

    3. Published

      Contextual movement models based on normalizing flows

      Fadel, S., Mair, S., da Silva Torres, R. & Brefeld, U., 03.2023, In: AStA Advances in Statistical Analysis. 107, 1-2, p. 51-72 22 p.

      Research output: Journal contributions › Journal articles › Research › peer-review

    4. 2021
    5. Published

      Principled Interpolation in Normalizing Flows

      Fadel, S., Mair, S., da Silva Torres, R. & Brefeld, U., 09.2021, Machine Learning and Knowledge Discovery in Databases. Research Track: European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part II. Oliver, N., Pérez-Cruz, F., Kramer, S., Read, J. & Lozano, J. A. (eds.). Cham: Springer Nature AG, p. 116-131 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12976 LNAI).

      Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

    6. 2020

    7. Neural relational inference for disaster multimedia retrieval

      Fadel, S. G. & Torres, R. D. S., 09.2020, In: Multimedia Tools and Applications. 79, 35-36, p. 26735-26746

      Research output: Journal contributions › Journal articles › Research › peer-review

    8. 2018
    9. Published

      Exploiting ConvNet diversity for flooding identification

      Nogueira, K., Fadel, S. G., Dourado, I. C., De Werneck, R. O., Munoz, J. A. V., Penatti, O. A. B., Calumby, R. T., Li, L. T., Dos Santos, J. A. & Torres, R. D. S., 09.2018, In: IEEE Geoscience and Remote Sensing Letters. 15, 9, p. 1446-1450 5 p., 8398414.

      Research output: Journal contributions › Journal articles › Research › peer-review

    10. Graph-Based Early-Fusion for Flood Detection

      De Werneck, R. O., Dourado, I. C., Fadel, S. G., Tabbone, S. & Torres, R. D. S., 29.08.2018, 2018 IEEE International Conference on Image Processing, ICIP 2018 - Proceedings. IEEE - Institute of Electrical and Electronics Engineers Inc., p. 1048-1052 5 p. 8451011. (Proceedings - International Conference on Image Processing, ICIP).

      Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

    11. 2017

    12. Visualizing the Hidden Activity of Artificial Neural Networks

      Rauber, P. E., Fadel, S. G., Falcão, A. X. & Telea, A. C., 01.2017, In: IEEE Transactions on Visualization and Computer Graphics. 23, 1, p. 101-110 10 p., 7539329.

      Research output: Journal contributions › Journal articles › Research › peer-review

    13. Data-Driven flood detection using neural networks

      Nogueira, K., Fadel, S. G., Dourado, I. C., De Werneck, R. O., Munoz, J. A., Penatti, O. A. B., Calumby, R. T., Li, L. T., Santos, J. A. D. & Torres, R. D. S., 2017, In: CEUR Workshop Proceedings. 1984, 3 p.

      Research output: Journal contributions › Conference article in journal › Research › peer-review

    14. 2015

    15. LoCH: A neighborhood-based multidimensional projection technique for high-dimensional sparse spaces

      Fadel, S. G., Fatore, F. M., Duarte, F. S. L. G. & Paulovich, F. V., 20.02.2015, In: Neurocomputing. 150, Part B, p. 546-556 11 p.

      Research output: Journal contributions › Journal articles › Research › peer-review

    16. 2014
    17. Published

      Nmap: A novel neighborhood preservation space-filling algorithm

      Duarte, F. S. L. G., Sikansi, F., Fatore, F. M., Fadel, S. G. & Paulovich, F. V., 31.12.2014, In: IEEE Transactions on Visualization and Computer Graphics. 20, 12, p. 2063-2071 9 p., 6876012.

      Research output: Journal contributions › Conference article in journal › Research › peer-review