Samuel Fadel
Dr.
Contact
Dr. Samuel Fadel
- Informatics
- Business informatics
Research areas
- 2023
- 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
- 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
- 2021
- 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, 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
- 2020
Neural relational inference for disaster multimedia retrieval
Fadel, S. G. & Torres, R. D. S., 01.09.2020, In: Multimedia Tools and Applications. 79, 35-36, p. 26735-26746 12 p.Research output: Journal contributions › Journal articles › Research › peer-review
- 2018
- 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
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
- 2017
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
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
- 2015
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
- 2014
- 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