39 citations
- Universidade Federal de Santa CatarinaBR4 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- Université Côte d'AzurFR3 papers
- Lagrange LaboratoryFR2 papers
- Northeastern UniversityUS2 papers
- Observatoire de la Côte d’AzurFR2 papers
- CRANFR1 paper
- Indiana University BloomingtonUS1 paper
- Northwestern Polytechnical UniversityCN1 paper
- Universidade de Rio VerdeBR1 paper
- Universidade Federal do Rio GrandeBR1 paper
- Universidade FranciscanaBR1 paper
6 papers
Machine Learning vs. Randomness: Challenges in Predicting Binary Options Movements
Gabriel M. Arantes, Richard F. Pinto, Bruno L. Dalmazo +5
Binary options trading is often marketed as a field where predictive models can generate consistent profits. However, the inherent randomness and stochastic nature of binary option…
Hierarchical Homogeneity-Based Superpixel Segmentation: Application to Hyperspectral Image Analysis
Luciano Carvalho Ayres, Sérgio José Melo de Almeida, José Carlos Moreira Bermudez +1
Hyperspectral image (HI) analysis approaches have recently become increasingly complex and sophisticated. Recently, the combination of spectral-spatial information and superpixel t…
Online Graph-Based Change Point Detection in Multiband Image Sequences
Ricardo Augusto Borsoi, Cédric Richard, André Ferrari +2
The automatic detection of changes or anomalies between multispectral and hyperspectral images collected at different time instants is an active and challenging research topic. To…
Deep Generative Models for Library Augmentation in Multiple Endmember Spectral Mixture Analysis
Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez +1
Multiple Endmember Spectral Mixture Analysis (MESMA) is one of the leading approaches to perform spectral unmixing (SU) considering variability of the endmembers (EMs). It represen…
A Data Dependent Multiscale Model for Hyperspectral Unmixing With Spectral Variability
Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez
Spectral variability in hyperspectral images can result from factors including environmental, illumination, atmospheric and temporal changes. Its occurrence may lead to the propaga…
The Arrow Calculus as a Quantum Programming Language
Juliana Kaizer Vizzotto, Andre Rauber Du Bois, Amr Sabry
We express quantum computations (with measurements) using the arrow calculus extended with monadic constructions. This framework expresses quantum programming using well-understood…