Samuel G. Fadel

According to our database, Samuel G. Fadel authored at least 14 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Leveraging Activations for Superpixel Explanations.

Ahcène Boubekki, Samuel G. Fadel, Sebastian Mair

CoRR, 2024

Self-supervised Siamese Autoencoders.

Friederike Baier, Sebastian Mair, Samuel G. Fadel

Proceedings of the Advances in Intelligent Data Analysis XXII, 2024

2021

Principled Interpolation in Normalizing Flows.

Samuel G. Fadel, Sebastian Mair, Ricardo da Silva Torres, Ulf Brefeld

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

2020

Neural relational inference for disaster multimedia retrieval.

Samuel G. Fadel, Ricardo da Silva Torres

Multim. Tools Appl., 2020

2018

Exploiting ConvNet Diversity for Flooding Identification.

Keiller Nogueira, Samuel G. Fadel, Ícaro C. Dourado, Rafael de Oliveira Werneck, Javier A. V. Muñoz, Otávio A. B. Penatti, Rodrigo Tripodi Calumby, Lin Tzy Li, Jefersson A. dos Santos, Ricardo da Silva Torres

IEEE Geosci. Remote. Sens. Lett., 2018

UPDis: A user-assisted projection technique for distance information.

Tácito T. A. T. Neves, Samuel G. Fadel, Gladys M. H. Mamani, Francisco M. Fatore, Fernando Vieira Paulovich

Inf. Vis., 2018

Link Prediction in Dynamic Graphs for Recommendation.

Samuel G. Fadel, Ricardo da Silva Torres

CoRR, 2018

Graph-Based Early-Fusion for Flood Detection.

Rafael de Oliveira Werneck, Ícaro C. Dourado, Samuel G. Fadel, Salvatore Tabbone, Ricardo da Silva Torres

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017

Visualizing the Hidden Activity of Artificial Neural Networks.

Paulo E. Rauber, Samuel G. Fadel, Alexandre X. Falcão, Alexandru C. Telea

IEEE Trans. Vis. Comput. Graph., 2017

Data-Driven Flood Detection using Neural Networks.

Keiller Nogueira, Samuel G. Fadel, Ícaro C. Dourado, Rafael de Oliveira Werneck, Javier A. V. Muñoz, Otávio A. B. Penatti, Rodrigo Tripodi Calumby, Lin Li, Jefersson Alex dos Santos, Ricardo da Silva Torres

Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

2016

RECOD @ Placing Task of MediaEval 2016: A Ranking Fusion Approach for Geographic-Location Prediction of Multimedia Objects.

Javier A. V. Muñoz, Lin Tzy Li, Ícaro C. Dourado, Keiller Nogueira, Samuel G. Fadel, Otávio Augusto Bizetto Penatti, Jurandy Almeida, Luís A. M. Pereira, Rodrigo Tripodi Calumby, Jefersson A. dos Santos, Ricardo da Silva Torres

Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016

2015

Análise Visual utilizando Projeções Multidimensionais.

Tácito Trindade de Araújo Tiburtino Neves, Samuel G. Fadel, Danilo Barbosa Coimbra, Fernando Vieira Paulovich

RITA, 2015

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

Samuel G. Fadel, Francisco M. Fatore, Felipe S. L. G. Duarte, Fernando Vieira Paulovich

Neurocomputing, 2015

2014

Nmap: A Novel Neighborhood Preservation Space-filling Algorithm.

Felipe S. L. G. Duarte, Fabio Sikansi, Francisco M. Fatore, Samuel G. Fadel, Fernando Vieira Paulovich

IEEE Trans. Vis. Comput. Graph., 2014