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)

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)

Análise Visual utilizando Projeções Multidimensionais. - Tácito Trindade de Araújo Tiburtino Neves; Samuel G. Fadel; Danilo Barbosa Coimbra; Fernando Vieira Paulovich (RITA, 2015)

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 (MediaEval, 2016)

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 (MediaEval, 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)

Graph-Based Early-Fusion for Flood Detection. - Rafael de Oliveira Werneck; Ícaro C. Dourado; Samuel G. Fadel; Salvatore Tabbone; Ricardo da Silva Torres (ICIP, 2018)

Link Prediction in Dynamic Graphs for Recommendation. - Samuel G. Fadel; Ricardo da Silva Torres (CoRR, 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)

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)

Neural relational inference for disaster multimedia retrieval. - Samuel G. Fadel; Ricardo da Silva Torres (Multim. Tools Appl., 2020)

Principled Interpolation in Normalizing Flows. - Samuel G. Fadel; Sebastian Mair 001; Ricardo da Silva Torres; Ulf Brefeld (ECML/PKDD (2), 2021)

Learning in non-euclidean domains : from graphs to generative modeling = Aprendizado em domínios não-euclidianos : de grafos à modelagem generativa - Samuel G. Fadel (2021)

Self-supervised Siamese Autoencoders. - Friederike Baier; Sebastian Mair 001; Samuel G. Fadel (IDA (1), 2024)

Leveraging Activations for Superpixel Explanations. - Ahcène Boubekki; Samuel G. Fadel; Sebastian Mair 001 (CoRR, 2024)

Explaining the Impact of Training on Vision Models via Activation Clustering. - Ahcène Boubekki; Samuel G. Fadel; Sebastian Mair 001 (CoRR, 2024)